generated from coulomb/repo-seed
Implement WARDEN-WP-0024 experiential memory and agent sessions.
Add phase-memory bridge, warden memory CLI, route/access/sign recording, memory-aware worker planning with OpenRouter skip, tests, wiki, and AGENTS.md orientation for Claude, Codex, Grok, and future agent sessions.
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@@ -4,13 +4,14 @@ type: workplan
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title: "Experiential Memory Across Worker, Agent Sessions, And OpenRouter"
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domain: infotech
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repo: ops-warden
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status: proposed
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status: finished
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owner: codex
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topic_slug: custodian
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planning_priority: high
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planning_order: 24
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created: "2026-07-02"
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updated: "2026-07-02"
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state_hub_workstream_id: "5d9fafb3-f9b6-43bf-b259-5f5301daa2e9"
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---
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# WARDEN-WP-0024 — Experiential memory across worker, agent sessions, and OpenRouter
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@@ -87,8 +88,9 @@ sequenceDiagram
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```task
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id: WARDEN-WP-0024-T01
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status: todo
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status: done
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priority: high
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state_hub_task_id: "6305f1bc-c016-4298-adc2-a07d52b6aca5"
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```
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Establish the canonical phase-memory store path and discovery commands.
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@@ -107,8 +109,9 @@ Acceptance:
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```task
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id: WARDEN-WP-0024-T02
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status: todo
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status: done
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priority: high
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state_hub_task_id: "242a4d9a-5375-4df8-8d43-063b0491d202"
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```
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Record metadata-only episodes when `route`, `access`, and `sign` complete.
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@@ -127,8 +130,9 @@ Acceptance:
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```task
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id: WARDEN-WP-0024-T03
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status: todo
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status: done
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priority: high
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state_hub_task_id: "176fcae1-e4e5-481f-9a83-e9a7000fac1a"
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```
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Retrieve coordination memory before `Brain.plan` and record outcomes after execute.
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@@ -147,8 +151,9 @@ Acceptance:
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```task
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id: WARDEN-WP-0024-T04
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status: todo
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status: done
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priority: high
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state_hub_task_id: "16501557-6cde-44ea-bc6f-1726cb7ec070"
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```
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Expose memory activation for coding agent sessions across Claude, Codex, Grok, and
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@@ -167,8 +172,9 @@ Acceptance:
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```task
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id: WARDEN-WP-0024-T05
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status: todo
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status: done
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priority: high
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state_hub_task_id: "55ae679c-c08f-4afd-8646-9f5f3019f86e"
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```
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Ensure worker ticks see agent session episodes and vice versa.
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@@ -187,8 +193,9 @@ Acceptance:
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```task
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id: WARDEN-WP-0024-T06
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status: todo
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status: done
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priority: medium
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state_hub_task_id: "fc2dffcf-7184-4f3d-8653-d26dc18a9afc"
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```
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Skip or downgrade OpenRouter calls when stabilized memory provides a verified match.
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@@ -206,8 +213,9 @@ Acceptance:
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```task
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id: WARDEN-WP-0024-T07
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status: todo
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status: done
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priority: medium
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state_hub_task_id: "ca2aaf23-833f-49a6-a49b-a0b659208f5f"
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```
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Document the memory workflow for operators and coding agents.
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@@ -249,4 +257,13 @@ Acceptance:
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## Closure Review
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Pending implementation.
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Integrated phase-memory across all ops-warden runtime surfaces:
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- `warden memory status` and `warden memory activate` with canonical XDG store.
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- CLI recording hooks on `route find`, `access`, and `sign` (opt-out via
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`WARDEN_MEMORY=0`).
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- Memory-aware worker planning with stabilized-route RuleBrain short-circuit
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and LlmConnectBrain context injection.
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- Cross-runtime continuity verified in tests (agent session → worker activation).
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- `wiki/OpsWardenMemory.md` and AGENTS.md session orientation for Claude,
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Codex, Grok, and future agents.
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