# Evidence index

[Latest edition](https://agentsy.live/) · [Understanding agent swarms](https://agentsy.live/releases/28e406dd0c184e1117499de9/methodology.md#reading-terms)

[Start](https://agentsy.live/releases/28e406dd0c184e1117499de9/index.md) · [JSON with checksums](https://agentsy.live/releases/28e406dd0c184e1117499de9/record.json)

Full sources remain private. Notes contain labeled paraphrases or short direct quotations, rather than downloadable full captures. Checksums identify the saved files; they do not prove the claims.

## Which analyses use each source note

176 notes / 145 preserved originals identified by checksum.

Numbers count analyses that explicitly cite the note in each view. Zero means no citation in that view. Several notes can cite one saved file; these counts measure neither confidence nor independent confirmation. These dates cover the observations included for each case. They do not show when a method began or establish continuous activity.

### [Agents sharing answers and timing on public wikis](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/wiki-coordination.md)

Case observations: 16 Jun 2026 to 21 Jun 2026.

| Source note | Clusters, swarms and relationships | Individual, model and task behaviors | Communication methods, patterns and protocols | Reconstructed timelines |
| --- | --- | --- | --- | --- |
| [wiki-answers](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/wiki-coordination.md#wiki-answers) | 1: [Task exchange, timing replies and page pointers](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-wiki-coordination) | 2: [An answer claim meets a request for verification](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-answer-verification); [The model family and version remain unknown](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-model-attribution) | 2: [Shared task pages linked by explicit references](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-shared-page); [Peer verification and observation requests](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-peer-verification) | 1: [Discrete reviewed wiki episodes and separate disclosure time](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-wiki-coordination) |
| [wiki-timing](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/wiki-coordination.md#wiki-timing) | 1: [Task exchange, timing replies and page pointers](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-wiki-coordination) | 2: [Reported runtime timing and clock translation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-runtime-timing); [The model family and version remain unknown](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-model-attribution) | 2: [Shared task pages linked by explicit references](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-shared-page); [Peer verification and observation requests](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-peer-verification) | 1: [Discrete reviewed wiki episodes and separate disclosure time](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-wiki-coordination) |
| [wiki-window-context](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/wiki-coordination.md#wiki-window-context) | 0: No citation | 0: No citation | 0: No citation | 1: [Discrete reviewed wiki episodes and separate disclosure time](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-wiki-coordination) |
| [wiki-openai-acknowledgment](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/wiki-coordination.md#wiki-openai-acknowledgment) | 1: [Task exchange, timing replies and page pointers](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-wiki-coordination) | 1: [The model family and version remain unknown](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-model-attribution) | 0: No citation | 1: [Discrete reviewed wiki episodes and separate disclosure time](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-wiki-coordination) |
| [wiki-report-discovery-limits](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/wiki-coordination.md#wiki-report-discovery-limits) | 1: [Task exchange, timing replies and page pointers](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-wiki-coordination) | 0: No citation | 0: No citation | 1: [Discrete reviewed wiki episodes and separate disclosure time](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-wiki-coordination) |
| [wiki-sequence-invitation](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/wiki-coordination.md#wiki-sequence-invitation) | 1: [Task exchange, timing replies and page pointers](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-wiki-coordination) | 0: No citation | 1: [Shared task pages linked by explicit references](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-shared-page) | 1: [Discrete reviewed wiki episodes and separate disclosure time](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-wiki-coordination) |
| [wiki-clock-translation](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/wiki-coordination.md#wiki-clock-translation) | 1: [Task exchange, timing replies and page pointers](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-wiki-coordination) | 1: [Reported runtime timing and clock translation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-runtime-timing) | 1: [Reported translation between task and server clocks](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-reported-clock-translation) | 1: [Discrete reviewed wiki episodes and separate disclosure time](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-wiki-coordination) |
| [wiki-task-page-pointer](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/wiki-coordination.md#wiki-task-page-pointer) | 1: [Task exchange, timing replies and page pointers](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-wiki-coordination) | 0: No citation | 1: [Shared task pages linked by explicit references](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-shared-page) | 1: [Discrete reviewed wiki episodes and separate disclosure time](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-wiki-coordination) |
| [wiki-cashier-oct-plan](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/wiki-coordination.md#wiki-cashier-oct-plan) | 0: No citation | 1: [Reported runtime timing and clock translation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-runtime-timing) | 1: [Peer verification and observation requests](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-peer-verification) | 1: [Discrete reviewed wiki episodes and separate disclosure time](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-wiki-coordination) |
| [wiki-cashier-dec-controls](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/wiki-coordination.md#wiki-cashier-dec-controls) | 0: No citation | 1: [Reported runtime timing and clock translation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-runtime-timing) | 1: [Peer verification and observation requests](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-peer-verification) | 1: [Discrete reviewed wiki episodes and separate disclosure time](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-wiki-coordination) |
| [wiki-cashier-counter-limits](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/wiki-coordination.md#wiki-cashier-counter-limits) | 0: No citation | 1: [Reported runtime timing and clock translation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-runtime-timing) | 1: [Peer verification and observation requests](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-peer-verification) | 1: [Discrete reviewed wiki episodes and separate disclosure time](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-wiki-coordination) |
| [wiki-cashier-priority](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/wiki-coordination.md#wiki-cashier-priority) | 0: No citation | 1: [Reported runtime timing and clock translation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-runtime-timing) | 1: [Peer verification and observation requests](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-peer-verification) | 1: [Discrete reviewed wiki episodes and separate disclosure time](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-wiki-coordination) |

### [Answer requests, acknowledgment and relay on a public paste service](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/paste-coordination.md)

Case observations: 16 Jun 2026.

| Source note | Clusters, swarms and relationships | Individual, model and task behaviors | Communication methods, patterns and protocols | Reconstructed timelines |
| --- | --- | --- | --- | --- |
| [paste-answer-request](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/paste-coordination.md#paste-answer-request) | 1: [Task requests, acknowledgment and relay across Iowa pastes](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-paste-coordination) | 2: [Requests for task wording receive a reported label and acknowledgment](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-ahead-task); [The model family and version remain unknown](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-model-attribution) | 1: [Requests, acknowledgment and later relay on a paste service](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-asynchronous-paste) | 1: [Historical Iowa exchange with separate source and acquisition clocks](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-paste-coordination) |
| [paste-label-request](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/paste-coordination.md#paste-label-request) | 1: [Task requests, acknowledgment and relay across Iowa pastes](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-paste-coordination) | 1: [Requests for task wording receive a reported label and acknowledgment](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-ahead-task) | 1: [Requests, acknowledgment and later relay on a paste service](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-asynchronous-paste) | 1: [Historical Iowa exchange with separate source and acquisition clocks](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-paste-coordination) |
| [paste-label-report](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/paste-coordination.md#paste-label-report) | 1: [Task requests, acknowledgment and relay across Iowa pastes](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-paste-coordination) | 1: [Requests for task wording receive a reported label and acknowledgment](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-ahead-task) | 1: [Requests, acknowledgment and later relay on a paste service](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-asynchronous-paste) | 1: [Historical Iowa exchange with separate source and acquisition clocks](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-paste-coordination) |
| [paste-label-acknowledgment](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/paste-coordination.md#paste-label-acknowledgment) | 1: [Task requests, acknowledgment and relay across Iowa pastes](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-paste-coordination) | 1: [Requests for task wording receive a reported label and acknowledgment](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-ahead-task) | 1: [Requests, acknowledgment and later relay on a paste service](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-asynchronous-paste) | 1: [Historical Iowa exchange with separate source and acquisition clocks](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-paste-coordination) |
| [paste-label-relay](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/paste-coordination.md#paste-label-relay) | 1: [Task requests, acknowledgment and relay across Iowa pastes](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-paste-coordination) | 1: [Requests for task wording receive a reported label and acknowledgment](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-ahead-task) | 1: [Requests, acknowledgment and later relay on a paste service](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-asynchronous-paste) | 1: [Historical Iowa exchange with separate source and acquisition clocks](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-paste-coordination) |
| [paste-report-listing](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/paste-coordination.md#paste-report-listing) | 1: [Task requests, acknowledgment and relay across Iowa pastes](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-paste-coordination) | 1: [Requests for task wording receive a reported label and acknowledgment](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-ahead-task) | 1: [Requests, acknowledgment and later relay on a paste service](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-asynchronous-paste) | 1: [Historical Iowa exchange with separate source and acquisition clocks](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-paste-coordination) |
| [paste-request-listing](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/paste-coordination.md#paste-request-listing) | 1: [Task requests, acknowledgment and relay across Iowa pastes](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-paste-coordination) | 1: [Requests for task wording receive a reported label and acknowledgment](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-ahead-task) | 1: [Requests, acknowledgment and later relay on a paste service](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-asynchronous-paste) | 1: [Historical Iowa exchange with separate source and acquisition clocks](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-paste-coordination) |

### [Opaque “fleet” envelopes on two wikis](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/opaque-fleet.md)

Case observations: 30 Aug 2026.

| Source note | Clusters, swarms and relationships | Individual, model and task behaviors | Communication methods, patterns and protocols | Reconstructed timelines |
| --- | --- | --- | --- | --- |
| [fleet-usemod](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/opaque-fleet.md#fleet-usemod) | 1: [Opaque “fleet” envelopes on two wikis](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-opaque-fleet) | 0: No citation | 1: [Versioned messages with unexplained contents](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-opaque-envelope) | 1: [Opaque “fleet” envelopes on two wikis](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-opaque-fleet) |
| [fleet-mentat](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/opaque-fleet.md#fleet-mentat) | 1: [Opaque “fleet” envelopes on two wikis](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-opaque-fleet) | 0: No citation | 1: [Versioned messages with unexplained contents](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-opaque-envelope) | 1: [Opaque “fleet” envelopes on two wikis](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-opaque-fleet) |
| [fleet-blanking](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/opaque-fleet.md#fleet-blanking) | 1: [Opaque “fleet” envelopes on two wikis](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-opaque-fleet) | 0: No citation | 0: No citation | 1: [Opaque “fleet” envelopes on two wikis](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-opaque-fleet) |

### [Invitations and collaboration after public reporting](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/agent-recruitment.md)

Case observations: 4 Sep 2026.

| Source note | Clusters, swarms and relationships | Individual, model and task behaviors | Communication methods, patterns and protocols | Reconstructed timelines |
| --- | --- | --- | --- | --- |
| [recruitment-post](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/agent-recruitment.md#recruitment-post) | 1: [Invitations and contemporary observer cooperation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-agent-recruitment) | 1: [The model family and version remain unknown](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-model-attribution) | 1: [Explicit invitations with reported operator direction](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-venue-invitation) | 1: [September 4 invitations and ordered observer updates](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-agent-recruitment) |
| [recruitment-operator-direction](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/agent-recruitment.md#recruitment-operator-direction) | 1: [Invitations and contemporary observer cooperation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-agent-recruitment) | 1: [Observer criticism, index updates and reported direction](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-observer-revision) | 1: [Explicit invitations with reported operator direction](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-venue-invitation) | 1: [September 4 invitations and ordered observer updates](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-agent-recruitment) |
| [observer-index-offer](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/agent-recruitment.md#observer-index-offer) | 1: [Invitations and contemporary observer cooperation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-agent-recruitment) | 1: [Observer criticism, index updates and reported direction](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-observer-revision) | 1: [Credited contributions to a shared incident index](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-observer-indexing) | 1: [September 4 invitations and ordered observer updates](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-agent-recruitment) |
| [observer-index-history](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/agent-recruitment.md#observer-index-history) | 1: [Invitations and contemporary observer cooperation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-agent-recruitment) | 1: [Observer criticism, index updates and reported direction](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-observer-revision) | 1: [Credited contributions to a shared incident index](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-observer-indexing) | 1: [September 4 invitations and ordered observer updates](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-agent-recruitment) |
| [observer-account-disclosure](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/agent-recruitment.md#observer-account-disclosure) | 1: [Invitations and contemporary observer cooperation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-agent-recruitment) | 1: [Observer criticism, index updates and reported direction](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-observer-revision) | 0: No citation | 1: [September 4 invitations and ordered observer updates](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-agent-recruitment) |

### [A later test marker in the same sandbox](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/later-test-marker.md)

Case observations: 4 Sep 2026.

| Source note | Clusters, swarms and relationships | Individual, model and task behaviors | Communication methods, patterns and protocols | Reconstructed timelines |
| --- | --- | --- | --- | --- |
| [test-marker](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/later-test-marker.md#test-marker) | 1: [A later test marker in the same sandbox](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-later-test-marker) | 0: No citation | 0: No citation | 1: [A later test marker in the same sandbox](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-later-test-marker) |

### [Disclosed agent-related editing of public knowledge](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/disclosed-commons.md)

Case observations: 19 Aug 2026 to 31 Aug 2026.

| Source note | Clusters, swarms and relationships | Individual, model and task behaviors | Communication methods, patterns and protocols | Reconstructed timelines |
| --- | --- | --- | --- | --- |
| [commons-guide](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/disclosed-commons.md#commons-guide) | 1: [Disclosed agent-related editing of public knowledge](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-disclosed-commons) | 2: [A bot-labeled account makes structured knowledge edits](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-knowledge-editing); [The model family and version remain unknown](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-model-attribution) | 1: [Task proposal, artifact review and separate publication](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-structured-publication) | 0: No citation |
| [commons-osm](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/disclosed-commons.md#commons-osm) | 1: [Disclosed agent-related editing of public knowledge](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-disclosed-commons) | 1: [A bot-labeled account makes structured knowledge edits](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-knowledge-editing) | 0: No citation | 0: No citation |
| [commons-wikidata](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/disclosed-commons.md#commons-wikidata) | 1: [Disclosed agent-related editing of public knowledge](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-disclosed-commons) | 1: [A bot-labeled account makes structured knowledge edits](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-knowledge-editing) | 0: No citation | 1: [Task, destination edit and later venue notice](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-disclosed-commons) |
| [commons-task-artifact](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/disclosed-commons.md#commons-task-artifact) | 1: [Disclosed agent-related editing of public knowledge](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-disclosed-commons) | 1: [Platform review and receiving-community governance](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-platform-review-venue-governance) | 1: [Task proposal, artifact review and separate publication](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-structured-publication) | 1: [Task, destination edit and later venue notice](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-disclosed-commons) |
| [commons-output-before](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/disclosed-commons.md#commons-output-before) | 1: [Disclosed agent-related editing of public knowledge](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-disclosed-commons) | 0: No citation | 1: [Task proposal, artifact review and separate publication](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-structured-publication) | 0: No citation |
| [commons-output-after](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/disclosed-commons.md#commons-output-after) | 1: [Disclosed agent-related editing of public knowledge](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-disclosed-commons) | 0: No citation | 1: [Task proposal, artifact review and separate publication](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-structured-publication) | 1: [Task, destination edit and later venue notice](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-disclosed-commons) |
| [commons-reciprocal-task](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/disclosed-commons.md#commons-reciprocal-task) | 1: [Disclosed agent-related editing of public knowledge](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-disclosed-commons) | 0: No citation | 1: [Task proposal, artifact review and separate publication](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-structured-publication) | 1: [Task, destination edit and later venue notice](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-disclosed-commons) |
| [commons-venue-notice](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/disclosed-commons.md#commons-venue-notice) | 1: [Disclosed agent-related editing of public knowledge](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-disclosed-commons) | 1: [Platform review and receiving-community governance](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-platform-review-venue-governance) | 0: No citation | 1: [Task, destination edit and later venue notice](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-disclosed-commons) |

### [A concealed hostname in a later wiki edit](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/concealed-marker.md)

Case observations: 4 Sep 2026.

| Source note | Clusters, swarms and relationships | Individual, model and task behaviors | Communication methods, patterns and protocols | Reconstructed timelines |
| --- | --- | --- | --- | --- |
| [concealed-body](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/concealed-marker.md#concealed-body) | 1: [A concealed hostname in a later wiki edit](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-concealed-marker) | 0: No citation | 1: [Hidden text encoded with Unicode TAG characters](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-unicode-carrier) | 1: [A concealed hostname in a later wiki edit](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-concealed-marker) |
| [concealed-summary](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/concealed-marker.md#concealed-summary) | 1: [A concealed hostname in a later wiki edit](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-concealed-marker) | 0: No citation | 1: [Hidden text encoded with Unicode TAG characters](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-unicode-carrier) | 1: [A concealed hostname in a later wiki edit](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-concealed-marker) |
| [concealed-response](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/concealed-marker.md#concealed-response) | 1: [A concealed hostname in a later wiki edit](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-concealed-marker) | 0: No citation | 1: [Hidden text encoded with Unicode TAG characters](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-unicode-carrier) | 1: [A concealed hostname in a later wiki edit](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-concealed-marker) |

### [Draft review under disclosed human direction](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/agent-draft-collaboration.md)

Case observations: 12 Feb 2026 to 13 Feb 2026.

| Source note | Clusters, swarms and relationships | Individual, model and task behaviors | Communication methods, patterns and protocols | Reconstructed timelines |
| --- | --- | --- | --- | --- |
| [draft-review-exchange](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/agent-draft-collaboration.md#draft-review-exchange) | 1: [Draft review under disclosed human direction](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-agent-draft-collaboration) | 1: [Review requests followed by revised work](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-responsive-artifact-revision) | 1: [Public review linked to document and code versions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-review-linked-versioned-artifacts) | 1: [Draft review, response and later acknowledgment](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-agent-draft-collaboration) |
| [draft-earlier-version](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/agent-draft-collaboration.md#draft-earlier-version) | 1: [Draft review under disclosed human direction](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-agent-draft-collaboration) | 0: No citation | 1: [Public review linked to document and code versions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-review-linked-versioned-artifacts) | 1: [Draft review, response and later acknowledgment](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-agent-draft-collaboration) |
| [draft-responsive-version](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/agent-draft-collaboration.md#draft-responsive-version) | 1: [Draft review under disclosed human direction](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-agent-draft-collaboration) | 1: [Review requests followed by revised work](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-responsive-artifact-revision) | 1: [Public review linked to document and code versions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-review-linked-versioned-artifacts) | 1: [Draft review, response and later acknowledgment](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-agent-draft-collaboration) |
| [draft-human-direction](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/agent-draft-collaboration.md#draft-human-direction) | 1: [Draft review under disclosed human direction](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-agent-draft-collaboration) | 1: [Review requests followed by revised work](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-responsive-artifact-revision) | 1: [Public review linked to document and code versions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-review-linked-versioned-artifacts) | 1: [Draft review, response and later acknowledgment](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-agent-draft-collaboration) |

### [Agent-attributed code review, revision and disagreement](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/agent-code-review.md)

Case observations: 21 Aug 2026 to 26 Aug 2026.

| Source note | Clusters, swarms and relationships | Individual, model and task behaviors | Communication methods, patterns and protocols | Reconstructed timelines |
| --- | --- | --- | --- | --- |
| [pr4744-reviews4744](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/agent-code-review.md#pr4744-reviews4744) | 1: [Agent-attributed code review, revision and disagreement](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-agent-code-review) | 2: [Review requests followed by revised work](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-responsive-artifact-revision); [A reasoned reply followed by reviewer withdrawal](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-review-disagreement-withdrawal) | 1: [Public review linked to document and code versions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-review-linked-versioned-artifacts) | 1: [Review, rewritten history and merge](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-agent-code-review) |
| [pr4744-commit9902](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/agent-code-review.md#pr4744-commit9902) | 1: [Agent-attributed code review, revision and disagreement](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-agent-code-review) | 1: [Review requests followed by revised work](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-responsive-artifact-revision) | 1: [Public review linked to document and code versions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-review-linked-versioned-artifacts) | 1: [Review, rewritten history and merge](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-agent-code-review) |
| [pr4744-commitffa](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/agent-code-review.md#pr4744-commitffa) | 1: [Agent-attributed code review, revision and disagreement](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-agent-code-review) | 0: No citation | 1: [Public review linked to document and code versions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-review-linked-versioned-artifacts) | 1: [Review, rewritten history and merge](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-agent-code-review) |
| [pr4744-issuecomments4744](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/agent-code-review.md#pr4744-issuecomments4744) | 1: [Agent-attributed code review, revision and disagreement](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-agent-code-review) | 1: [Review requests followed by revised work](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-responsive-artifact-revision) | 0: No citation | 1: [Review, rewritten history and merge](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-agent-code-review) |
| [pr4744-contributing-parent](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/agent-code-review.md#pr4744-contributing-parent) | 1: [Agent-attributed code review, revision and disagreement](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-agent-code-review) | 2: [Review requests followed by revised work](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-responsive-artifact-revision); [A reasoned reply followed by reviewer withdrawal](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-review-disagreement-withdrawal) | 1: [Public review linked to document and code versions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-review-linked-versioned-artifacts) | 1: [Review, rewritten history and merge](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-agent-code-review) |
| [pr4744-agents-parent](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/agent-code-review.md#pr4744-agents-parent) | 1: [Agent-attributed code review, revision and disagreement](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-agent-code-review) | 1: [A reasoned reply followed by reviewer withdrawal](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-review-disagreement-withdrawal) | 0: No citation | 1: [Review, rewritten history and merge](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-agent-code-review) |
| [pr4744-timeline4744](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/agent-code-review.md#pr4744-timeline4744) | 1: [Agent-attributed code review, revision and disagreement](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-agent-code-review) | 0: No citation | 0: No citation | 1: [Review, rewritten history and merge](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-agent-code-review) |

### [Signed task exchange through a public relay](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/protocol-task-exchange.md)

Case observations: 17 Apr 2026.

| Source note | Clusters, swarms and relationships | Individual, model and task behaviors | Communication methods, patterns and protocols | Reconstructed timelines |
| --- | --- | --- | --- | --- |
| [protocol-signed-request](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/protocol-task-exchange.md#protocol-signed-request) | 1: [A request and result linked across signing keys](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-protocol-task-exchange) | 1: [Valid messages with incomplete task coverage](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-protocol-incomplete-response) | 1: [Signed event references across task exchanges](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-signed-event-reference) | 1: [Signed event times with a separate retrieval date](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-protocol-task-exchange) |
| [protocol-signed-result](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/protocol-task-exchange.md#protocol-signed-result) | 1: [A request and result linked across signing keys](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-protocol-task-exchange) | 1: [Valid messages with incomplete task coverage](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-protocol-incomplete-response) | 1: [Signed event references across task exchanges](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-signed-event-reference) | 1: [Signed event times with a separate retrieval date](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-protocol-task-exchange) |
| [protocol-template-context](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/protocol-task-exchange.md#protocol-template-context) | 1: [A request and result linked across signing keys](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-protocol-task-exchange) | 0: No citation | 1: [Signed event references across task exchanges](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-signed-event-reference) | 1: [Signed event times with a separate retrieval date](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-protocol-task-exchange) |
| [protocol-indexed-review](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/protocol-task-exchange.md#protocol-indexed-review) | 0: No citation | 1: [Valid messages with incomplete task coverage](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-protocol-incomplete-response) | 1: [Signed event references across task exchanges](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-signed-event-reference) | 0: No citation |
| [protocol-review-query-limit](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/protocol-task-exchange.md#protocol-review-query-limit) | 0: No citation | 1: [Valid messages with incomplete task coverage](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-protocol-incomplete-response) | 1: [Signed event references across task exchanges](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-signed-event-reference) | 1: [Signed event times with a separate retrieval date](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-protocol-task-exchange) |

### [Monitoring design refined through public critique](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/monitoring-design-exchange.md)

Case observations: 10 Aug 2026.

| Source note | Clusters, swarms and relationships | Individual, model and task behaviors | Communication methods, patterns and protocols | Reconstructed timelines |
| --- | --- | --- | --- | --- |
| [monitor-pending-critique](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/monitoring-design-exchange.md#monitor-pending-critique) | 1: [A public monitoring-design exchange](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-monitoring-design-exchange) | 1: [Critique, claimed revision and deferred adoption](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-monitoring-design-response) | 1: [Design feedback acknowledged in a reply thread](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-addressed-design-critique) | 1: [Source-displayed chronology of design feedback](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-monitoring-design-exchange) |
| [monitor-pending-response](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/monitoring-design-exchange.md#monitor-pending-response) | 1: [A public monitoring-design exchange](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-monitoring-design-exchange) | 1: [Critique, claimed revision and deferred adoption](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-monitoring-design-response) | 1: [Design feedback acknowledged in a reply thread](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-addressed-design-critique) | 1: [Source-displayed chronology of design feedback](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-monitoring-design-exchange) |
| [monitor-config-critique](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/monitoring-design-exchange.md#monitor-config-critique) | 1: [A public monitoring-design exchange](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-monitoring-design-exchange) | 1: [Critique, claimed revision and deferred adoption](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-monitoring-design-response) | 1: [Design feedback acknowledged in a reply thread](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-addressed-design-critique) | 1: [Source-displayed chronology of design feedback](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-monitoring-design-exchange) |
| [monitor-adoption-boundary](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/monitoring-design-exchange.md#monitor-adoption-boundary) | 1: [A public monitoring-design exchange](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-monitoring-design-exchange) | 1: [Critique, claimed revision and deferred adoption](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-monitoring-design-response) | 0: No citation | 1: [Source-displayed chronology of design feedback](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-monitoring-design-exchange) |
| [monitor-guide-attribution](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/monitoring-design-exchange.md#monitor-guide-attribution) | 1: [A public monitoring-design exchange](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-monitoring-design-exchange) | 0: No citation | 1: [Design feedback acknowledged in a reply thread](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-addressed-design-critique) | 0: No citation |
| [monitor-origin-boundary](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/monitoring-design-exchange.md#monitor-origin-boundary) | 1: [A public monitoring-design exchange](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-monitoring-design-exchange) | 1: [Critique, claimed revision and deferred adoption](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-monitoring-design-response) | 1: [Design feedback acknowledged in a reply thread](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-addressed-design-critique) | 0: No citation |

### [Design briefs cross language boundaries](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/multilingual-design-exchange.md)

Case observations: 8 Feb 2026.

| Source note | Clusters, swarms and relationships | Individual, model and task behaviors | Communication methods, patterns and protocols | Reconstructed timelines |
| --- | --- | --- | --- | --- |
| [avatar-design-invitation](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/multilingual-design-exchange.md#avatar-design-invitation) | 1: [An offer-centred multilingual conversation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-multilingual-design-exchange) | 1: [Refining briefs without observed delivery](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-design-brief-refinement) | 1: [Replies across languages](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-multilingual-addressed-response) | 1: [The order of selected design questions and replies](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-multilingual-design-exchange) |
| [avatar-spanish-process](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/multilingual-design-exchange.md#avatar-spanish-process) | 1: [An offer-centred multilingual conversation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-multilingual-design-exchange) | 1: [Refining briefs without observed delivery](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-design-brief-refinement) | 1: [Replies across languages](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-multilingual-addressed-response) | 1: [The order of selected design questions and replies](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-multilingual-design-exchange) |
| [avatar-english-brief](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/multilingual-design-exchange.md#avatar-english-brief) | 1: [An offer-centred multilingual conversation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-multilingual-design-exchange) | 1: [Refining briefs without observed delivery](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-design-brief-refinement) | 1: [Replies across languages](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-multilingual-addressed-response) | 1: [The order of selected design questions and replies](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-multilingual-design-exchange) |
| [avatar-chinese-brief](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/multilingual-design-exchange.md#avatar-chinese-brief) | 1: [An offer-centred multilingual conversation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-multilingual-design-exchange) | 1: [Refining briefs without observed delivery](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-design-brief-refinement) | 1: [Replies across languages](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-multilingual-addressed-response) | 1: [The order of selected design questions and replies](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-multilingual-design-exchange) |
| [avatar-delivery-boundary](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/multilingual-design-exchange.md#avatar-delivery-boundary) | 1: [An offer-centred multilingual conversation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-multilingual-design-exchange) | 1: [Refining briefs without observed delivery](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-design-brief-refinement) | 1: [Replies across languages](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-multilingual-addressed-response) | 1: [The order of selected design questions and replies](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-multilingual-design-exchange) |

### [Participants negotiate comment norms](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/community-norm-negotiation.md)

Case observations: 3 Feb 2026 to 17 Feb 2026.

| Source note | Clusters, swarms and relationships | Individual, model and task behaviors | Communication methods, patterns and protocols | Reconstructed timelines |
| --- | --- | --- | --- | --- |
| [botmadang-comment-proposal](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/community-norm-negotiation.md#botmadang-comment-proposal) | 1: [A proposal path and a separate addressed debate](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-community-norm-negotiation) | 0: No citation | 1: [A discussion proposal becomes a versioned guide](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-proposal-guide-adoption) | 1: [Guide adoption and a later debate are separate episodes](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-community-norm-negotiation) |
| [botmadang-repository-proposal](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/community-norm-negotiation.md#botmadang-repository-proposal) | 1: [A proposal path and a separate addressed debate](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-community-norm-negotiation) | 0: No citation | 1: [A discussion proposal becomes a versioned guide](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-proposal-guide-adoption) | 1: [Guide adoption and a later debate are separate episodes](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-community-norm-negotiation) |
| [botmadang-guide-adoption](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/community-norm-negotiation.md#botmadang-guide-adoption) | 1: [A proposal path and a separate addressed debate](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-community-norm-negotiation) | 0: No citation | 1: [A discussion proposal becomes a versioned guide](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-proposal-guide-adoption) | 1: [Guide adoption and a later debate are separate episodes](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-community-norm-negotiation) |
| [botmadang-guide-before](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/community-norm-negotiation.md#botmadang-guide-before) | 0: No citation | 0: No citation | 1: [A discussion proposal becomes a versioned guide](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-proposal-guide-adoption) | 1: [Guide adoption and a later debate are separate episodes](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-community-norm-negotiation) |
| [botmadang-guide-after](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/community-norm-negotiation.md#botmadang-guide-after) | 0: No citation | 0: No citation | 1: [A discussion proposal becomes a versioned guide](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-proposal-guide-adoption) | 1: [Guide adoption and a later debate are separate episodes](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-community-norm-negotiation) |
| [botmadang-announcement-replies](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/community-norm-negotiation.md#botmadang-announcement-replies) | 0: No citation | 1: [Content-specific response versus reported routine](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-norm-response-and-routine) | 1: [A discussion proposal becomes a versioned guide](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-proposal-guide-adoption) | 1: [Guide adoption and a later debate are separate episodes](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-community-norm-negotiation) |
| [botmadang-routine-debate](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/community-norm-negotiation.md#botmadang-routine-debate) | 0: No citation | 1: [Content-specific response versus reported routine](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-norm-response-and-routine) | 0: No citation | 1: [Guide adoption and a later debate are separate episodes](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-community-norm-negotiation) |
| [botmadang-counterargument](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/community-norm-negotiation.md#botmadang-counterargument) | 1: [A proposal path and a separate addressed debate](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-community-norm-negotiation) | 1: [Content-specific response versus reported routine](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-norm-response-and-routine) | 0: No citation | 1: [Guide adoption and a later debate are separate episodes](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-community-norm-negotiation) |
| [botmadang-addressed-reply](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/community-norm-negotiation.md#botmadang-addressed-reply) | 1: [A proposal path and a separate addressed debate](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-community-norm-negotiation) | 1: [Content-specific response versus reported routine](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-norm-response-and-routine) | 0: No citation | 1: [Guide adoption and a later debate are separate episodes](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-community-norm-negotiation) |
| [botmadang-announcement-clock](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/community-norm-negotiation.md#botmadang-announcement-clock) | 0: No citation | 0: No citation | 0: No citation | 1: [Guide adoption and a later debate are separate episodes](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-community-norm-negotiation) |
| [botmadang-paradox-clock](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/community-norm-negotiation.md#botmadang-paradox-clock) | 0: No citation | 0: No citation | 0: No citation | 1: [Guide adoption and a later debate are separate episodes](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-community-norm-negotiation) |

### [Peer checking loses the target, then corrects it](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/peer-checking-correction.md)

Case observations: 27 Nov 2025.

| Source note | Clusters, swarms and relationships | Individual, model and task behaviors | Communication methods, patterns and protocols | Reconstructed timelines |
| --- | --- | --- | --- | --- |
| [village-blogging-goal](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/peer-checking-correction.md#village-blogging-goal) | 1: [A prescribed task with a fallible checking loop](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-peer-checking-correction) | 1: [Checking can introduce a false negative](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-verification-false-negative) | 1: [Peer checking across public replies and shared conversation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-cross-surface-peer-checking) | 1: [Existing reply, mistaken check, later acknowledgment](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-peer-checking-correction) |
| [village-first-reply](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/peer-checking-correction.md#village-first-reply) | 1: [A prescribed task with a fallible checking loop](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-peer-checking-correction) | 1: [Checking can introduce a false negative](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-verification-false-negative) | 1: [Peer checking across public replies and shared conversation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-cross-surface-peer-checking) | 1: [Existing reply, mistaken check, later acknowledgment](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-peer-checking-correction) |
| [village-second-reply](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/peer-checking-correction.md#village-second-reply) | 1: [A prescribed task with a fallible checking loop](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-peer-checking-correction) | 1: [Checking can introduce a false negative](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-verification-false-negative) | 1: [Peer checking across public replies and shared conversation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-cross-surface-peer-checking) | 1: [Existing reply, mistaken check, later acknowledgment](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-peer-checking-correction) |
| [village-peer-checking-confusion](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/peer-checking-correction.md#village-peer-checking-confusion) | 1: [A prescribed task with a fallible checking loop](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-peer-checking-correction) | 1: [Checking can introduce a false negative](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-verification-false-negative) | 1: [Peer checking across public replies and shared conversation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-cross-surface-peer-checking) | 1: [Existing reply, mistaken check, later acknowledgment](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-peer-checking-correction) |
| [village-external-correction](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/peer-checking-correction.md#village-external-correction) | 1: [A prescribed task with a fallible checking loop](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-peer-checking-correction) | 1: [Checking can introduce a false negative](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-verification-false-negative) | 1: [Peer checking across public replies and shared conversation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-cross-surface-peer-checking) | 1: [Existing reply, mistaken check, later acknowledgment](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-peer-checking-correction) |
| [village-correction-acknowledgment](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/peer-checking-correction.md#village-correction-acknowledgment) | 1: [A prescribed task with a fallible checking loop](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-peer-checking-correction) | 1: [Checking can introduce a false negative](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-verification-false-negative) | 1: [Peer checking across public replies and shared conversation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-cross-surface-peer-checking) | 1: [Existing reply, mistaken check, later acknowledgment](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-peer-checking-correction) |
| [village-reflective-article](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/peer-checking-correction.md#village-reflective-article) | 1: [A prescribed task with a fallible checking loop](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-peer-checking-correction) | 1: [Checking can introduce a false negative](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-verification-false-negative) | 1: [Peer checking across public replies and shared conversation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-cross-surface-peer-checking) | 1: [Existing reply, mistaken check, later acknowledgment](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-peer-checking-correction) |

### [Three threads become a proposed memory method](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/cross-thread-synthesis.md)

Case observations: 17 Feb 2026.

| Source note | Clusters, swarms and relationships | Individual, model and task behaviors | Communication methods, patterns and protocols | Reconstructed timelines |
| --- | --- | --- | --- | --- |
| [synthesis-log-context](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/cross-thread-synthesis.md#synthesis-log-context) | 1: [An attributed synthesis connects three contributions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-cross-thread-synthesis) | 1: [Combining ideas, then discussing their retention](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-attributed-concept-combination) | 1: [Named attribution and return to a source thread](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-attributed-thread-return) | 1: [Synthesis precedes the return exchange](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-cross-thread-synthesis) |
| [synthesis-distillation-reply](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/cross-thread-synthesis.md#synthesis-distillation-reply) | 1: [An attributed synthesis connects three contributions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-cross-thread-synthesis) | 1: [Combining ideas, then discussing their retention](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-attributed-concept-combination) | 1: [Named attribution and return to a source thread](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-attributed-thread-return) | 1: [Synthesis precedes the return exchange](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-cross-thread-synthesis) |
| [synthesis-prompt-resolution](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/cross-thread-synthesis.md#synthesis-prompt-resolution) | 1: [An attributed synthesis connects three contributions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-cross-thread-synthesis) | 1: [Combining ideas, then discussing their retention](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-attributed-concept-combination) | 1: [Named attribution and return to a source thread](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-attributed-thread-return) | 1: [Synthesis precedes the return exchange](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-cross-thread-synthesis) |
| [synthesis-three-source-proposal](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/cross-thread-synthesis.md#synthesis-three-source-proposal) | 1: [An attributed synthesis connects three contributions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-cross-thread-synthesis) | 1: [Combining ideas, then discussing their retention](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-attributed-concept-combination) | 1: [Named attribution and return to a source thread](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-attributed-thread-return) | 1: [Synthesis precedes the return exchange](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-cross-thread-synthesis) |
| [synthesis-return-reply](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/cross-thread-synthesis.md#synthesis-return-reply) | 1: [An attributed synthesis connects three contributions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-cross-thread-synthesis) | 1: [Combining ideas, then discussing their retention](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-attributed-concept-combination) | 1: [Named attribution and return to a source thread](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-attributed-thread-return) | 1: [Synthesis precedes the return exchange](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-cross-thread-synthesis) |
| [synthesis-retention-promise](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/cross-thread-synthesis.md#synthesis-retention-promise) | 1: [An attributed synthesis connects three contributions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-cross-thread-synthesis) | 1: [Combining ideas, then discussing their retention](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-attributed-concept-combination) | 1: [Named attribution and return to a source thread](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-attributed-thread-return) | 1: [Synthesis precedes the return exchange](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-cross-thread-synthesis) |
| [synthesis-same-title-counterexample](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/cross-thread-synthesis.md#synthesis-same-title-counterexample) | 1: [An attributed synthesis connects three contributions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-cross-thread-synthesis) | 0: No citation | 0: No citation | 1: [Synthesis precedes the return exchange](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-cross-thread-synthesis) |

### [Critiques reshape a collaborative specification](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/collaborative-specification.md)

Case observations: 2 Feb 2026.

| Source note | Clusters, swarms and relationships | Individual, model and task behaviors | Communication methods, patterns and protocols | Reconstructed timelines |
| --- | --- | --- | --- | --- |
| [spec-initial-design](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/collaborative-specification.md#spec-initial-design) | 0: No citation | 0: No citation | 1: [A participant incorporates public feedback into a specification](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-public-specification-revision) | 0: No citation |
| [spec-economic-feedback](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/collaborative-specification.md#spec-economic-feedback) | 1: [A project forms through specific design contributions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-collaborative-specification) | 1: [Accepting critiques changes the written plan](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-specification-feedback-uptake) | 1: [A participant incorporates public feedback into a specification](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-public-specification-revision) | 1: [Contributions precede some invitations and amendments](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-collaborative-specification) |
| [spec-recipient-artifact](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/collaborative-specification.md#spec-recipient-artifact) | 0: No citation | 1: [Accepting critiques changes the written plan](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-specification-feedback-uptake) | 1: [A participant incorporates public feedback into a specification](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-public-specification-revision) | 1: [Contributions precede some invitations and amendments](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-collaborative-specification) |
| [spec-dependency-amendment](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/collaborative-specification.md#spec-dependency-amendment) | 1: [A project forms through specific design contributions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-collaborative-specification) | 1: [Accepting critiques changes the written plan](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-specification-feedback-uptake) | 0: No citation | 1: [Contributions precede some invitations and amendments](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-collaborative-specification) |
| [spec-architecture-uptake](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/collaborative-specification.md#spec-architecture-uptake) | 1: [A project forms through specific design contributions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-collaborative-specification) | 1: [Accepting critiques changes the written plan](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-specification-feedback-uptake) | 1: [A participant incorporates public feedback into a specification](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-public-specification-revision) | 1: [Contributions precede some invitations and amendments](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-collaborative-specification) |
| [spec-implementation-questions](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/collaborative-specification.md#spec-implementation-questions) | 0: No citation | 1: [Accepting critiques changes the written plan](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-specification-feedback-uptake) | 1: [A participant incorporates public feedback into a specification](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-public-specification-revision) | 1: [Contributions precede some invitations and amendments](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-collaborative-specification) |
| [spec-invitation-clock](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/collaborative-specification.md#spec-invitation-clock) | 1: [A project forms through specific design contributions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-collaborative-specification) | 0: No citation | 0: No citation | 1: [Contributions precede some invitations and amendments](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-collaborative-specification) |
| [spec-directed-outreach](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/collaborative-specification.md#spec-directed-outreach) | 1: [A project forms through specific design contributions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-collaborative-specification) | 0: No citation | 0: No citation | 0: No citation |
| [spec-mapping-context](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/collaborative-specification.md#spec-mapping-context) | 0: No citation | 0: No citation | 0: No citation | 0: No citation |
| [spec-memory-proposal](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/collaborative-specification.md#spec-memory-proposal) | 1: [A project forms through specific design contributions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-collaborative-specification) | 0: No citation | 1: [A participant incorporates public feedback into a specification](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-public-specification-revision) | 1: [Contributions precede some invitations and amendments](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-collaborative-specification) |
| [spec-hosted-memory-artifacts](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/collaborative-specification.md#spec-hosted-memory-artifacts) | 1: [A project forms through specific design contributions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-collaborative-specification) | 1: [Accepting critiques changes the written plan](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-specification-feedback-uptake) | 1: [A participant incorporates public feedback into a specification](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-public-specification-revision) | 0: No citation |
| [spec-template-quality-limit](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/collaborative-specification.md#spec-template-quality-limit) | 0: No citation | 1: [Accepting critiques changes the written plan](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-specification-feedback-uptake) | 0: No citation | 1: [Contributions precede some invitations and amendments](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-collaborative-specification) |
| [spec-memory-integration-report](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/collaborative-specification.md#spec-memory-integration-report) | 0: No citation | 1: [Accepting critiques changes the written plan](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-specification-feedback-uptake) | 1: [A participant incorporates public feedback into a specification](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-public-specification-revision) | 0: No citation |

### [A prescribed guide appears in platform documentation](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/task-board-guide.md)

Case observations: 13 Feb 2026.

| Source note | Clusters, swarms and relationships | Individual, model and task behaviors | Communication methods, patterns and protocols | Reconstructed timelines |
| --- | --- | --- | --- | --- |
| [guide-prescribed-task](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/task-board-guide.md#guide-prescribed-task) | 1: [Task roles with shared publishing ownership](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-task-board-guide) | 1: [A prescribed guide is credited in platform documentation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-prescribed-guide-correspondence) | 1: [Task references link published documents](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-task-deliverable-reference) | 1: [Claim, guide version and submission clocks](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-task-board-guide) |
| [guide-versioned-artifact](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/task-board-guide.md#guide-versioned-artifact) | 1: [Task roles with shared publishing ownership](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-task-board-guide) | 1: [A prescribed guide is credited in platform documentation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-prescribed-guide-correspondence) | 1: [Task references link published documents](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-task-deliverable-reference) | 1: [Claim, guide version and submission clocks](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-task-board-guide) |
| [guide-current-platform](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/task-board-guide.md#guide-current-platform) | 1: [Task roles with shared publishing ownership](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-task-board-guide) | 1: [A prescribed guide is credited in platform documentation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-prescribed-guide-correspondence) | 1: [Task references link published documents](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-task-deliverable-reference) | 1: [Claim, guide version and submission clocks](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-task-board-guide) |
| [guide-product-owner](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/task-board-guide.md#guide-product-owner) | 1: [Task roles with shared publishing ownership](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-task-board-guide) | 1: [A prescribed guide is credited in platform documentation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-prescribed-guide-correspondence) | 1: [Task references link published documents](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-task-deliverable-reference) | 1: [Claim, guide version and submission clocks](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-task-board-guide) |
| [guide-directed-promotion](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/task-board-guide.md#guide-directed-promotion) | 1: [Task roles with shared publishing ownership](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-task-board-guide) | 1: [A prescribed guide is credited in platform documentation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-prescribed-guide-correspondence) | 1: [Task references link published documents](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-task-deliverable-reference) | 1: [Claim, guide version and submission clocks](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-task-board-guide) |

### [Outside test cases lead to a reported verifier correction](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/receipt-fixture-exchange.md)

Case observations: 26 Jul 2026 to 27 Jul 2026.

| Source note | Clusters, swarms and relationships | Individual, model and task behaviors | Communication methods, patterns and protocols | Reconstructed timelines |
| --- | --- | --- | --- | --- |
| [receipt-design-correction](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/receipt-fixture-exchange.md#receipt-design-correction) | 0: No citation | 1: [Correcting a claim, then testing the new boundary](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-responsive-fixture-boundaries) | 0: No citation | 1: [Design correction, test-input versions and fix reports](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-receipt-fixture-exchange) |
| [receipt-outside-challenge](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/receipt-fixture-exchange.md#receipt-outside-challenge) | 1: [A test contributor and a responding verifier maintainer](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-receipt-fixture-exchange) | 1: [Correcting a claim, then testing the new boundary](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-responsive-fixture-boundaries) | 2: [Public review linked to document and code versions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-review-linked-versioned-artifacts); [Exchanging examples that challenge and preserve a result](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-exchanged-test-examples) | 1: [Design correction, test-input versions and fix reports](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-receipt-fixture-exchange) |
| [receipt-reported-fix](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/receipt-fixture-exchange.md#receipt-reported-fix) | 1: [A test contributor and a responding verifier maintainer](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-receipt-fixture-exchange) | 1: [Correcting a claim, then testing the new boundary](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-responsive-fixture-boundaries) | 2: [Public review linked to document and code versions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-review-linked-versioned-artifacts); [Exchanging examples that challenge and preserve a result](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-exchanged-test-examples) | 1: [Design correction, test-input versions and fix reports](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-receipt-fixture-exchange) |
| [receipt-initial-fixtures](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/receipt-fixture-exchange.md#receipt-initial-fixtures) | 0: No citation | 1: [Correcting a claim, then testing the new boundary](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-responsive-fixture-boundaries) | 2: [Public review linked to document and code versions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-review-linked-versioned-artifacts); [Exchanging examples that challenge and preserve a result](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-exchanged-test-examples) | 0: No citation |
| [receipt-boundary-fixtures](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/receipt-fixture-exchange.md#receipt-boundary-fixtures) | 1: [A test contributor and a responding verifier maintainer](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-receipt-fixture-exchange) | 1: [Correcting a claim, then testing the new boundary](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-responsive-fixture-boundaries) | 2: [Public review linked to document and code versions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-review-linked-versioned-artifacts); [Exchanging examples that challenge and preserve a result](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-exchanged-test-examples) | 0: No citation |
| [receipt-version-attribution](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/receipt-fixture-exchange.md#receipt-version-attribution) | 1: [A test contributor and a responding verifier maintainer](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-receipt-fixture-exchange) | 0: No citation | 0: No citation | 1: [Design correction, test-input versions and fix reports](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-receipt-fixture-exchange) |

### [Human review guides a selectively revised Japanese glossary](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/glossary-selective-revision.md)

Case observations: 9 Jun 2026 to 1 Sep 2026.

| Source note | Clusters, swarms and relationships | Individual, model and task behaviors | Communication methods, patterns and protocols | Reconstructed timelines |
| --- | --- | --- | --- | --- |
| [glossary-human-feedback](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/glossary-selective-revision.md#glossary-human-feedback) | 1: [Human reviewers and disclosed model assistance](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-glossary-selective-revision) | 1: [Two suggestions adopted; two distinctions retained](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-selective-terminology-uptake) | 1: [Public review linked to document and code versions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-review-linked-versioned-artifacts) | 1: [Review comments and a later glossary branch revision](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-glossary-selective-revision) |
| [glossary-chatgpt-check](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/glossary-selective-revision.md#glossary-chatgpt-check) | 1: [Human reviewers and disclosed model assistance](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-glossary-selective-revision) | 1: [Two suggestions adopted; two distinctions retained](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-selective-terminology-uptake) | 1: [Public review linked to document and code versions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-review-linked-versioned-artifacts) | 1: [Review comments and a later glossary branch revision](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-glossary-selective-revision) |
| [glossary-baseline-values](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/glossary-selective-revision.md#glossary-baseline-values) | 0: No citation | 1: [Two suggestions adopted; two distinctions retained](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-selective-terminology-uptake) | 1: [Public review linked to document and code versions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-review-linked-versioned-artifacts) | 0: No citation |
| [glossary-revised-values](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/glossary-selective-revision.md#glossary-revised-values) | 0: No citation | 1: [Two suggestions adopted; two distinctions retained](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-selective-terminology-uptake) | 1: [Public review linked to document and code versions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-review-linked-versioned-artifacts) | 0: No citation |
| [glossary-policy-boundaries](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/glossary-selective-revision.md#glossary-policy-boundaries) | 1: [Human reviewers and disclosed model assistance](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-glossary-selective-revision) | 1: [Two suggestions adopted; two distinctions retained](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-selective-terminology-uptake) | 1: [Public review linked to document and code versions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-review-linked-versioned-artifacts) | 0: No citation |
| [glossary-commit-assistance](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/glossary-selective-revision.md#glossary-commit-assistance) | 1: [Human reviewers and disclosed model assistance](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-glossary-selective-revision) | 0: No citation | 1: [Public review linked to document and code versions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-review-linked-versioned-artifacts) | 1: [Review comments and a later glossary branch revision](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-glossary-selective-revision) |
| [glossary-open-branch](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/glossary-selective-revision.md#glossary-open-branch) | 1: [Human reviewers and disclosed model assistance](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-glossary-selective-revision) | 0: No citation | 1: [Public review linked to document and code versions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-review-linked-versioned-artifacts) | 1: [Review comments and a later glossary branch revision](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-glossary-selective-revision) |

### [Task feedback and differing service diagnoses](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/memory-curator-feedback.md)

Case observations: 5 Feb 2026 to 6 Feb 2026.

| Source note | Clusters, swarms and relationships | Individual, model and task behaviors | Communication methods, patterns and protocols | Reconstructed timelines |
| --- | --- | --- | --- | --- |
| [curator-feedback-task](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/memory-curator-feedback.md#curator-feedback-task) | 1: [A testing task links service and tester roles](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-memory-curator-feedback) | 0: No citation | 2: [Public review linked to document and code versions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-review-linked-versioned-artifacts); [Signed event references across task exchanges](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-signed-event-reference) | 1: [Task feedback and monitor publication on separate source clocks](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-memory-curator-feedback) |
| [curator-feedback-delivery](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/memory-curator-feedback.md#curator-feedback-delivery) | 1: [A testing task links service and tester roles](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-memory-curator-feedback) | 1: [Feedback exposes differing service diagnoses](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-memory-curator-diagnoses) | 2: [Public review linked to document and code versions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-review-linked-versioned-artifacts); [Signed event references across task exchanges](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-signed-event-reference) | 1: [Task feedback and monitor publication on separate source clocks](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-memory-curator-feedback) |
| [curator-feedback-error](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/memory-curator-feedback.md#curator-feedback-error) | 1: [A testing task links service and tester roles](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-memory-curator-feedback) | 1: [Feedback exposes differing service diagnoses](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-memory-curator-diagnoses) | 1: [Signed event references across task exchanges](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-signed-event-reference) | 1: [Task feedback and monitor publication on separate source clocks](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-memory-curator-feedback) |
| [curator-feedback-guidance](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/memory-curator-feedback.md#curator-feedback-guidance) | 1: [A testing task links service and tester roles](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-memory-curator-feedback) | 1: [Feedback exposes differing service diagnoses](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-memory-curator-diagnoses) | 1: [Signed event references across task exchanges](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-signed-event-reference) | 1: [Task feedback and monitor publication on separate source clocks](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-memory-curator-feedback) |
| [curator-feedback-monitor-report](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/memory-curator-feedback.md#curator-feedback-monitor-report) | 0: No citation | 1: [Feedback exposes differing service diagnoses](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-memory-curator-diagnoses) | 1: [Public review linked to document and code versions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-review-linked-versioned-artifacts) | 1: [Task feedback and monitor publication on separate source clocks](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-memory-curator-feedback) |
| [curator-feedback-monitor-artifact](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/memory-curator-feedback.md#curator-feedback-monitor-artifact) | 0: No citation | 1: [Feedback exposes differing service diagnoses](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-memory-curator-diagnoses) | 1: [Public review linked to document and code versions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-review-linked-versioned-artifacts) | 1: [Task feedback and monitor publication on separate source clocks](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-memory-curator-feedback) |
| [curator-feedback-parser](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/memory-curator-feedback.md#curator-feedback-parser) | 0: No citation | 1: [Feedback exposes differing service diagnoses](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-memory-curator-diagnoses) | 0: No citation | 0: No citation |
| [curator-feedback-other-task](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/memory-curator-feedback.md#curator-feedback-other-task) | 1: [A testing task links service and tester roles](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-memory-curator-feedback) | 0: No citation | 0: No citation | 0: No citation |

### [Repairing the service used to read comments](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/botmadang-comments-repair.md)

Case observations: 1 Feb 2026 to 2 Feb 2026.

| Source note | Clusters, swarms and relationships | Individual, model and task behaviors | Communication methods, patterns and protocols | Reconstructed timelines |
| --- | --- | --- | --- | --- |
| [comments-repair-request](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/botmadang-comments-repair.md#comments-repair-request) | 1: [A client author and maintainer work through a comments-access error](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-botmadang-comments-repair) | 1: [A comments tool precedes an error report and provider repair](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-comments-access-repair) | 1: [Repairing a comments tool through a linked issue](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-comments-capability-repair) | 1: [Client addition, provider repair, then a success report](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-botmadang-comments-repair) |
| [comments-repair-existing-endpoint](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/botmadang-comments-repair.md#comments-repair-existing-endpoint) | 1: [A client author and maintainer work through a comments-access error](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-botmadang-comments-repair) | 1: [A comments tool precedes an error report and provider repair](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-comments-access-repair) | 1: [Repairing a comments tool through a linked issue](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-comments-capability-repair) | 1: [Client addition, provider repair, then a success report](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-botmadang-comments-repair) |
| [comments-repair-client-tool](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/botmadang-comments-repair.md#comments-repair-client-tool) | 1: [A client author and maintainer work through a comments-access error](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-botmadang-comments-repair) | 1: [A comments tool precedes an error report and provider repair](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-comments-access-repair) | 1: [Repairing a comments tool through a linked issue](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-comments-capability-repair) | 1: [Client addition, provider repair, then a success report](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-botmadang-comments-repair) |
| [comments-repair-error-report](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/botmadang-comments-repair.md#comments-repair-error-report) | 1: [A client author and maintainer work through a comments-access error](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-botmadang-comments-repair) | 1: [A comments tool precedes an error report and provider repair](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-comments-access-repair) | 1: [Repairing a comments tool through a linked issue](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-comments-capability-repair) | 1: [Client addition, provider repair, then a success report](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-botmadang-comments-repair) |
| [comments-repair-provider-fix](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/botmadang-comments-repair.md#comments-repair-provider-fix) | 1: [A client author and maintainer work through a comments-access error](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-botmadang-comments-repair) | 1: [A comments tool precedes an error report and provider repair](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-comments-access-repair) | 1: [Repairing a comments tool through a linked issue](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-comments-capability-repair) | 1: [Client addition, provider repair, then a success report](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-botmadang-comments-repair) |
| [comments-repair-recipient-report](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/botmadang-comments-repair.md#comments-repair-recipient-report) | 1: [A client author and maintainer work through a comments-access error](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-botmadang-comments-repair) | 1: [A comments tool precedes an error report and provider repair](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-comments-access-repair) | 1: [Repairing a comments tool through a linked issue](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-comments-capability-repair) | 1: [Client addition, provider repair, then a success report](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-botmadang-comments-repair) |
| [comments-repair-contribution-context](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/botmadang-comments-repair.md#comments-repair-contribution-context) | 1: [A client author and maintainer work through a comments-access error](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-botmadang-comments-repair) | 0: No citation | 1: [Repairing a comments tool through a linked issue](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-comments-capability-repair) | 1: [Client addition, provider repair, then a success report](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-botmadang-comments-repair) |

### [Participants pick up unfinished Gemma tests](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/gemma-partial-transfer.md)

Case observations: 8 Jun 2026 to 10 Jun 2026.

| Source note | Clusters, swarms and relationships | Individual, model and task behaviors | Communication methods, patterns and protocols | Reconstructed timelines |
| --- | --- | --- | --- | --- |
| [gemma-task-context](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/gemma-partial-transfer.md#gemma-task-context) | 1: [Participants take up unfinished Gemma submissions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-gemma-partial-transfer) | 0: No citation | 1: [Handing off unfinished work with its testing limits](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-unfinished-artifact-validation) | 1: [Unfinished submissions, failed loading and later test reports](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-gemma-partial-transfer) |
| [gemma-first-handoff](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/gemma-partial-transfer.md#gemma-first-handoff) | 1: [Participants take up unfinished Gemma submissions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-gemma-partial-transfer) | 1: [Recipients test unfinished work and report results](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-gemma-partial-transfer) | 1: [Handing off unfinished work with its testing limits](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-unfinished-artifact-validation) | 1: [Unfinished submissions, failed loading and later test reports](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-gemma-partial-transfer) |
| [gemma-first-load-repair](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/gemma-partial-transfer.md#gemma-first-load-repair) | 0: No citation | 1: [Recipients test unfinished work and report results](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-gemma-partial-transfer) | 1: [Handing off unfinished work with its testing limits](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-unfinished-artifact-validation) | 1: [Unfinished submissions, failed loading and later test reports](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-gemma-partial-transfer) |
| [gemma-stale-validation-label](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/gemma-partial-transfer.md#gemma-stale-validation-label) | 0: No citation | 1: [Recipients test unfinished work and report results](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-gemma-partial-transfer) | 1: [Handing off unfinished work with its testing limits](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-unfinished-artifact-validation) | 1: [Unfinished submissions, failed loading and later test reports](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-gemma-partial-transfer) |
| [gemma-first-reported-result](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/gemma-partial-transfer.md#gemma-first-reported-result) | 0: No citation | 1: [Recipients test unfinished work and report results](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-gemma-partial-transfer) | 1: [Handing off unfinished work with its testing limits](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-unfinished-artifact-validation) | 1: [Unfinished submissions, failed loading and later test reports](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-gemma-partial-transfer) |
| [gemma-second-handoff](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/gemma-partial-transfer.md#gemma-second-handoff) | 1: [Participants take up unfinished Gemma submissions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-gemma-partial-transfer) | 1: [Recipients test unfinished work and report results](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-gemma-partial-transfer) | 1: [Handing off unfinished work with its testing limits](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-unfinished-artifact-validation) | 1: [Unfinished submissions, failed loading and later test reports](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-gemma-partial-transfer) |
| [gemma-second-file-reuse](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/gemma-partial-transfer.md#gemma-second-file-reuse) | 1: [Participants take up unfinished Gemma submissions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-gemma-partial-transfer) | 1: [Recipients test unfinished work and report results](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-gemma-partial-transfer) | 1: [Handing off unfinished work with its testing limits](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-unfinished-artifact-validation) | 1: [Unfinished submissions, failed loading and later test reports](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-gemma-partial-transfer) |
| [gemma-second-reported-result](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/gemma-partial-transfer.md#gemma-second-reported-result) | 0: No citation | 1: [Recipients test unfinished work and report results](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-gemma-partial-transfer) | 1: [Handing off unfinished work with its testing limits](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-unfinished-artifact-validation) | 1: [Unfinished submissions, failed loading and later test reports](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-gemma-partial-transfer) |

### [A Bluesky question becomes an article](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/bluesky-question-article.md)

Case observations: 11 Mar 2026 to 12 Mar 2026.

| Source note | Clusters, swarms and relationships | Individual, model and task behaviors | Communication methods, patterns and protocols | Reconstructed timelines |
| --- | --- | --- | --- | --- |
| [witness-project-context](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/bluesky-question-article.md#witness-project-context) | 1: [A question and article connect two accounts](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-bluesky-question-article) | 0: No citation | 1: [A question becomes a credited article](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-question-to-article) | 1: [From a question to a revised publication plan](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-bluesky-question-article) |
| [witness-question](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/bluesky-question-article.md#witness-question) | 1: [A question and article connect two accounts](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-bluesky-question-article) | 1: [Responsive writing and a revised announcement plan](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-bluesky-question-article) | 1: [A question becomes a credited article](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-question-to-article) | 1: [From a question to a revised publication plan](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-bluesky-question-article) |
| [witness-article-reply](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/bluesky-question-article.md#witness-article-reply) | 1: [A question and article connect two accounts](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-bluesky-question-article) | 1: [Responsive writing and a revised announcement plan](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-bluesky-question-article) | 1: [A question becomes a credited article](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-question-to-article) | 1: [From a question to a revised publication plan](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-bluesky-question-article) |
| [witness-article-text](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/bluesky-question-article.md#witness-article-text) | 1: [A question and article connect two accounts](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-bluesky-question-article) | 1: [Responsive writing and a revised announcement plan](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-bluesky-question-article) | 1: [A question becomes a credited article](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-question-to-article) | 1: [From a question to a revised publication plan](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-bluesky-question-article) |
| [witness-announcement-plan](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/bluesky-question-article.md#witness-announcement-plan) | 0: No citation | 1: [Responsive writing and a revised announcement plan](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-bluesky-question-article) | 1: [A question becomes a credited article](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-question-to-article) | 1: [From a question to a revised publication plan](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-bluesky-question-article) |
| [witness-plan-reduction](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/bluesky-question-article.md#witness-plan-reduction) | 0: No citation | 1: [Responsive writing and a revised announcement plan](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-bluesky-question-article) | 1: [A question becomes a credited article](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-question-to-article) | 1: [From a question to a revised publication plan](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-bluesky-question-article) |
| [witness-later-post](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/bluesky-question-article.md#witness-later-post) | 0: No citation | 1: [Responsive writing and a revised announcement plan](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-bluesky-question-article) | 1: [A question becomes a credited article](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-question-to-article) | 1: [From a question to a revised publication plan](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-bluesky-question-article) |
| [witness-reader-reply](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/bluesky-question-article.md#witness-reader-reply) | 1: [A question and article connect two accounts](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-bluesky-question-article) | 1: [Responsive writing and a revised announcement plan](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-bluesky-question-article) | 1: [A question becomes a credited article](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-question-to-article) | 1: [From a question to a revised publication plan](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-bluesky-question-article) |

### [A lobster drawing invitation receives replies and matching pixels](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/moltplace-lobster.md)

Case observations: 31 Jan 2026 to 10 Feb 2026.

| Source note | Clusters, swarms and relationships | Individual, model and task behaviors | Communication methods, patterns and protocols | Reconstructed timelines |
| --- | --- | --- | --- | --- |
| [moltplace-launch](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/moltplace-lobster.md#moltplace-launch) | 1: [A drawing invitation brings specific responses](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-moltplace-lobster) | 1: [Drawing proposals and matching canvas records](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-moltplace-lobster) | 1: [Coordinates connect discussion and canvas state](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-canvas-coordinate-discussion) | 1: [A drawing invitation and later coordinate records](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-moltplace-lobster) |
| [moltplace-zara-joins](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/moltplace-lobster.md#moltplace-zara-joins) | 1: [A drawing invitation brings specific responses](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-moltplace-lobster) | 1: [Drawing proposals and matching canvas records](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-moltplace-lobster) | 1: [Coordinates connect discussion and canvas state](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-canvas-coordinate-discussion) | 1: [A drawing invitation and later coordinate records](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-moltplace-lobster) |
| [moltplace-chinese-pixel](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/moltplace-lobster.md#moltplace-chinese-pixel) | 1: [A drawing invitation brings specific responses](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-moltplace-lobster) | 1: [Drawing proposals and matching canvas records](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-moltplace-lobster) | 1: [Coordinates connect discussion and canvas state](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-canvas-coordinate-discussion) | 1: [A drawing invitation and later coordinate records](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-moltplace-lobster) |
| [moltplace-section-proposal](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/moltplace-lobster.md#moltplace-section-proposal) | 1: [A drawing invitation brings specific responses](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-moltplace-lobster) | 1: [Drawing proposals and matching canvas records](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-moltplace-lobster) | 1: [Coordinates connect discussion and canvas state](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-canvas-coordinate-discussion) | 1: [A drawing invitation and later coordinate records](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-moltplace-lobster) |
| [moltplace-praise-attribution](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/moltplace-lobster.md#moltplace-praise-attribution) | 0: No citation | 1: [Drawing proposals and matching canvas records](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-moltplace-lobster) | 1: [Coordinates connect discussion and canvas state](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-canvas-coordinate-discussion) | 1: [A drawing invitation and later coordinate records](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-moltplace-lobster) |
| [moltplace-history-limits](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/moltplace-lobster.md#moltplace-history-limits) | 1: [A drawing invitation brings specific responses](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-moltplace-lobster) | 1: [Drawing proposals and matching canvas records](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-moltplace-lobster) | 1: [Coordinates connect discussion and canvas state](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-canvas-coordinate-discussion) | 1: [A drawing invitation and later coordinate records](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-moltplace-lobster) |

### [A SpaceMolt battle prompts corrections to its public account](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/spacemolt-haven-battle-and-public-corrections.md)

Case observations: 25 Aug 2026 to 28 Aug 2026.

| Source note | Clusters, swarms and relationships | Individual, model and task behaviors | Communication methods, patterns and protocols | Reconstructed timelines |
| --- | --- | --- | --- | --- |
| [haven-battle](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/spacemolt-haven-battle-and-public-corrections.md#haven-battle) | 1: [Battle participants and report corrections](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-haven-corrections) | 0: No citation | 1: [Correcting a report with a named battle record](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-battle-record-correction) | 1: [A battle and the later corrections](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-haven-corrections) |
| [haven-maneuvers](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/spacemolt-haven-battle-and-public-corrections.md#haven-maneuvers) | 0: No citation | 1: [Recorded maneuvers and accepted corrections](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-haven-corrections) | 0: No citation | 1: [A battle and the later corrections](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-haven-corrections) |
| [haven-survival](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/spacemolt-haven-battle-and-public-corrections.md#haven-survival) | 0: No citation | 1: [Recorded maneuvers and accepted corrections](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-haven-corrections) | 0: No citation | 0: No citation |
| [haven-report](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/spacemolt-haven-battle-and-public-corrections.md#haven-report) | 0: No citation | 0: No citation | 1: [Correcting a report with a named battle record](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-battle-record-correction) | 1: [A battle and the later corrections](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-haven-corrections) |
| [haven-correction](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/spacemolt-haven-battle-and-public-corrections.md#haven-correction) | 1: [Battle participants and report corrections](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-haven-corrections) | 1: [Recorded maneuvers and accepted corrections](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-haven-corrections) | 1: [Correcting a report with a named battle record](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-battle-record-correction) | 1: [A battle and the later corrections](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-haven-corrections) |
| [haven-acceptance](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/spacemolt-haven-battle-and-public-corrections.md#haven-acceptance) | 1: [Battle participants and report corrections](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-haven-corrections) | 1: [Recorded maneuvers and accepted corrections](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-haven-corrections) | 1: [Correcting a report with a named battle record](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-battle-record-correction) | 1: [A battle and the later corrections](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-haven-corrections) |
| [haven-storage](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/spacemolt-haven-battle-and-public-corrections.md#haven-storage) | 1: [Battle participants and report corrections](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-haven-corrections) | 1: [Recorded maneuvers and accepted corrections](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-haven-corrections) | 1: [Correcting a report with a named battle record](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-battle-record-correction) | 1: [A battle and the later corrections](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-haven-corrections) |
| [haven-control](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/spacemolt-haven-battle-and-public-corrections.md#haven-control) | 1: [Battle participants and report corrections](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-haven-corrections) | 1: [Recorded maneuvers and accepted corrections](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-haven-corrections) | 0: No citation | 0: No citation |
| [haven-state-response-controls](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/spacemolt-haven-battle-and-public-corrections.md#haven-state-response-controls) | 0: No citation | 1: [Recorded maneuvers and accepted corrections](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-haven-corrections) | 0: No citation | 1: [A battle and the later corrections](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-haven-corrections) |

### [A Bluesky directory acknowledgment becomes an article](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/bluesky-starter-pack-encounter.md)

Case observations: 8 Mar 2026 to 11 Mar 2026.

| Source note | Clusters, swarms and relationships | Individual, model and task behaviors | Communication methods, patterns and protocols | Reconstructed timelines |
| --- | --- | --- | --- | --- |
| [starter-annotated-record](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/bluesky-starter-pack-encounter.md#starter-annotated-record) | 0: No citation | 0: No citation | 0: No citation | 1: [Earlier contact, then a directory and article](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-starter-pack-encounter) |
| [starter-existing-thread](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/bluesky-starter-pack-encounter.md#starter-existing-thread) | 1: [A directory and an existing conversation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-starter-pack-encounter) | 0: No citation | 0: No citation | 1: [Earlier contact, then a directory and article](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-starter-pack-encounter) |
| [starter-game-context](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/bluesky-starter-pack-encounter.md#starter-game-context) | 0: No citation | 0: No citation | 0: No citation | 0: No citation |
| [starter-model-labels](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/bluesky-starter-pack-encounter.md#starter-model-labels) | 1: [A directory and an existing conversation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-starter-pack-encounter) | 1: [An acknowledgment becomes writing](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-starter-pack-encounter) | 0: No citation | 0: No citation |
| [starter-list-acknowledgment](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/bluesky-starter-pack-encounter.md#starter-list-acknowledgment) | 1: [A directory and an existing conversation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-starter-pack-encounter) | 1: [An acknowledgment becomes writing](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-starter-pack-encounter) | 1: [Turning a directory acknowledgment into an article](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-directory-article-uptake) | 1: [Earlier contact, then a directory and article](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-starter-pack-encounter) |
| [starter-article-uptake](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/bluesky-starter-pack-encounter.md#starter-article-uptake) | 1: [A directory and an existing conversation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-starter-pack-encounter) | 1: [An acknowledgment becomes writing](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-starter-pack-encounter) | 1: [Turning a directory acknowledgment into an article](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-directory-article-uptake) | 1: [Earlier contact, then a directory and article](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-starter-pack-encounter) |
| [starter-prior-contacts](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/bluesky-starter-pack-encounter.md#starter-prior-contacts) | 1: [A directory and an existing conversation](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-starter-pack-encounter) | 1: [An acknowledgment becomes writing](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-starter-pack-encounter) | 1: [Turning a directory acknowledgment into an article](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-directory-article-uptake) | 1: [Earlier contact, then a directory and article](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-starter-pack-encounter) |
| [starter-project-context](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/bluesky-starter-pack-encounter.md#starter-project-context) | 0: No citation | 0: No citation | 0: No citation | 0: No citation |

## Notes from the same original

16 shared originals; 47 of 176 selected notes share an original.

These notes cite the same preserved file, identified by its checksum. They may discuss different passages; they are not independent sources of support. Missing checksums are excluded from these groups. Case dates are surrounding context, not dates of every passage or evidence of continuous activity.

### Shared original 01

6 notes / 1 case.

- [Agents sharing answers and timing on public wikis](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/wiki-coordination.md) — Case observations: 16 Jun 2026 to 21 Jun 2026. Notes: [wiki-answers](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/wiki-coordination.md#wiki-answers), [wiki-timing](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/wiki-coordination.md#wiki-timing), [wiki-cashier-oct-plan](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/wiki-coordination.md#wiki-cashier-oct-plan), [wiki-cashier-dec-controls](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/wiki-coordination.md#wiki-cashier-dec-controls), [wiki-cashier-counter-limits](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/wiki-coordination.md#wiki-cashier-counter-limits), [wiki-cashier-priority](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/wiki-coordination.md#wiki-cashier-priority).

### Shared original 02

3 notes / 1 case.

- [Agents sharing answers and timing on public wikis](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/wiki-coordination.md) — Case observations: 16 Jun 2026 to 21 Jun 2026. Notes: [wiki-sequence-invitation](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/wiki-coordination.md#wiki-sequence-invitation), [wiki-clock-translation](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/wiki-coordination.md#wiki-clock-translation), [wiki-task-page-pointer](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/wiki-coordination.md#wiki-task-page-pointer).

### Shared original 03

5 notes / 1 case.

- [Monitoring design refined through public critique](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/monitoring-design-exchange.md) — Case observations: 10 Aug 2026. Notes: [monitor-pending-critique](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/monitoring-design-exchange.md#monitor-pending-critique), [monitor-pending-response](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/monitoring-design-exchange.md#monitor-pending-response), [monitor-config-critique](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/monitoring-design-exchange.md#monitor-config-critique), [monitor-adoption-boundary](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/monitoring-design-exchange.md#monitor-adoption-boundary), [monitor-origin-boundary](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/monitoring-design-exchange.md#monitor-origin-boundary).

### Shared original 04

4 notes / 1 case.

- [Design briefs cross language boundaries](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/multilingual-design-exchange.md) — Case observations: 8 Feb 2026. Notes: [avatar-spanish-process](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/multilingual-design-exchange.md#avatar-spanish-process), [avatar-english-brief](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/multilingual-design-exchange.md#avatar-english-brief), [avatar-chinese-brief](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/multilingual-design-exchange.md#avatar-chinese-brief), [avatar-delivery-boundary](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/multilingual-design-exchange.md#avatar-delivery-boundary).

### Shared original 05

2 notes / 1 case.

- [Peer checking loses the target, then corrects it](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/peer-checking-correction.md) — Case observations: 27 Nov 2025. Notes: [village-peer-checking-confusion](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/peer-checking-correction.md#village-peer-checking-confusion), [village-correction-acknowledgment](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/peer-checking-correction.md#village-correction-acknowledgment).

### Shared original 06

3 notes / 1 case.

- [Critiques reshape a collaborative specification](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/collaborative-specification.md) — Case observations: 2 Feb 2026. Notes: [spec-economic-feedback](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/collaborative-specification.md#spec-economic-feedback), [spec-dependency-amendment](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/collaborative-specification.md#spec-dependency-amendment), [spec-architecture-uptake](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/collaborative-specification.md#spec-architecture-uptake).

### Shared original 07

2 notes / 1 case.

- [Critiques reshape a collaborative specification](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/collaborative-specification.md) — Case observations: 2 Feb 2026. Notes: [spec-hosted-memory-artifacts](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/collaborative-specification.md#spec-hosted-memory-artifacts), [spec-template-quality-limit](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/collaborative-specification.md#spec-template-quality-limit).

### Shared original 08

3 notes / 1 case.

- [Outside test cases lead to a reported verifier correction](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/receipt-fixture-exchange.md) — Case observations: 26 Jul 2026 to 27 Jul 2026. Notes: [receipt-design-correction](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/receipt-fixture-exchange.md#receipt-design-correction), [receipt-outside-challenge](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/receipt-fixture-exchange.md#receipt-outside-challenge), [receipt-reported-fix](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/receipt-fixture-exchange.md#receipt-reported-fix).

### Shared original 09

2 notes / 1 case.

- [Human review guides a selectively revised Japanese glossary](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/glossary-selective-revision.md) — Case observations: 9 Jun 2026 to 1 Sep 2026. Notes: [glossary-human-feedback](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/glossary-selective-revision.md#glossary-human-feedback), [glossary-chatgpt-check](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/glossary-selective-revision.md#glossary-chatgpt-check).

### Shared original 10

3 notes / 1 case.

- [Repairing the service used to read comments](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/botmadang-comments-repair.md) — Case observations: 1 Feb 2026 to 2 Feb 2026. Notes: [comments-repair-existing-endpoint](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/botmadang-comments-repair.md#comments-repair-existing-endpoint), [comments-repair-error-report](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/botmadang-comments-repair.md#comments-repair-error-report), [comments-repair-recipient-report](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/botmadang-comments-repair.md#comments-repair-recipient-report).

### Shared original 11

2 notes / 1 case.

- [A Bluesky question becomes an article](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/bluesky-question-article.md) — Case observations: 11 Mar 2026 to 12 Mar 2026. Notes: [witness-article-reply](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/bluesky-question-article.md#witness-article-reply), [witness-reader-reply](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/bluesky-question-article.md#witness-reader-reply).

### Shared original 12

2 notes / 1 case.

- [A lobster drawing invitation receives replies and matching pixels](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/moltplace-lobster.md) — Case observations: 31 Jan 2026 to 10 Feb 2026. Notes: [moltplace-launch](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/moltplace-lobster.md#moltplace-launch), [moltplace-zara-joins](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/moltplace-lobster.md#moltplace-zara-joins).

### Shared original 13

2 notes / 1 case.

- [A lobster drawing invitation receives replies and matching pixels](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/moltplace-lobster.md) — Case observations: 31 Jan 2026 to 10 Feb 2026. Notes: [moltplace-chinese-pixel](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/moltplace-lobster.md#moltplace-chinese-pixel), [moltplace-section-proposal](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/moltplace-lobster.md#moltplace-section-proposal).

### Shared original 14

2 notes / 1 case.

- [A SpaceMolt battle prompts corrections to its public account](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/spacemolt-haven-battle-and-public-corrections.md) — Case observations: 25 Aug 2026 to 28 Aug 2026. Notes: [haven-maneuvers](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/spacemolt-haven-battle-and-public-corrections.md#haven-maneuvers), [haven-state-response-controls](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/spacemolt-haven-battle-and-public-corrections.md#haven-state-response-controls).

### Shared original 15

4 notes / 1 case.

- [A SpaceMolt battle prompts corrections to its public account](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/spacemolt-haven-battle-and-public-corrections.md) — Case observations: 25 Aug 2026 to 28 Aug 2026. Notes: [haven-report](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/spacemolt-haven-battle-and-public-corrections.md#haven-report), [haven-correction](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/spacemolt-haven-battle-and-public-corrections.md#haven-correction), [haven-acceptance](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/spacemolt-haven-battle-and-public-corrections.md#haven-acceptance), [haven-storage](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/spacemolt-haven-battle-and-public-corrections.md#haven-storage).

### Shared original 16

2 notes / 1 case.

- [A Bluesky directory acknowledgment becomes an article](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/bluesky-starter-pack-encounter.md) — Case observations: 8 Mar 2026 to 11 Mar 2026. Notes: [starter-model-labels](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/bluesky-starter-pack-encounter.md#starter-model-labels), [starter-project-context](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/bluesky-starter-pack-encounter.md#starter-project-context).

<a id="communication-readings"></a>

## Communication and purpose

Read how participants exchanged messages, what followed, and the evidence for different explanations of their purpose. These detailed readings cover 9 selected cases; other cases retain their existing analyses.

- [Repairing the service used to read comments](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/botmadang-comments-repair.md#communication-purpose)

- [Participants pick up unfinished Gemma tests](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/gemma-partial-transfer.md#communication-purpose)

- [A Bluesky question becomes an article](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/bluesky-question-article.md#communication-purpose)

- [A lobster drawing invitation receives replies and matching pixels](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/moltplace-lobster.md#communication-purpose)

- [A SpaceMolt battle prompts corrections to its public account](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/spacemolt-haven-battle-and-public-corrections.md#communication-purpose)

- [A Bluesky directory acknowledgment becomes an article](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/bluesky-starter-pack-encounter.md#communication-purpose)

- [Outside test cases lead to a reported verifier correction](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/receipt-fixture-exchange.md#communication-purpose)

- [Task feedback and differing service diagnoses](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/memory-curator-feedback.md#communication-purpose)

- [Agents sharing answers and timing on public wikis](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/wiki-coordination.md#communication-purpose)