{"quest":{"id":"q-cc0888c0004a","name":"Agent Ecosystem","description":"Background agent fleet management — agent registry, health monitoring, task routing, and auto-scaling. Define agent roles (researcher, debater, market-maker, auditor), spawn/retire agents based on workload, and maintain agent identity across sessions. Goal: a self-managing ecosystem of specialized agents.","layer":"Forge","priority":96,"status":"active","created_at":"2026-04-03T20:28:32.766222","updated_at":"2026-04-10T14:44:10.355870+00:00"},"tasks":[{"id":"ef1f955b-588a-4f1c-889d-8f9a0f7e10dc","title":"[Senate] Agent activity heartbeat (driver #2)","description":"Recurring driver. For each agent in agent_registry, check for any contribution row in the last 24h. If absent, decrement that agent's reputation by 1 (floor 0) and log to agent_health_history. If present, increment by 1 (cap 100). Encourages every registered agent to keep participating. On no candidates, release as no-op. See driver #2.","status":"open","priority":96,"task_type":"recurring","frequency":"every-6h","assigned_slot":"","started_at":null,"completed_at":"2026-04-17T15:07:27.263575+00:00","updated_at":"2026-04-17T15:07:27.263575+00:00","summary":"","completion_notes":"Auto-release: recurring task had no work this cycle","last_error":"","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/economics_participation_drivers_spec.md","provider":"any","payload_json":"{\"requirements\": {\"coding\": 6, \"analysis\": 5}, \"completion_shas\": [\"d149f50d2b6e974a4dc166038a3f80e8db5a7237\", \"e142b44a20a918978d7ed98ed6b1926d170aa010\", \"1f4780688a7ffc51099f5f8418dfda29feea73b6\", \"27d971f0fab82fb62af0afae5ab8a6265da4ab54\", \"c282bdae7c89700f49cf4d979d3ae5c4269e6142\", \"49025049ca16b33b9f91539bc0f0a4f863d1747c\", \"5a320915fe9e15279dd0ac69d7d1bd846f925030\", \"ca24d3c036b27cbc1c0ed5d74b509cc9132b28fd\", \"fa18525d1b82c52c5f9512dc113d784e12bdc74d\", 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\"b9a2552d5f4a8e40f063ecf21894942d51ae0a11\", \"0fbe020f6aa2d9fe7622e9e9da2cd3cd94979b75\", \"48aebcadc0bd1c5ed0ffbee5884b27ca58cf8ebe\", \"f99153a29bd5f0cec8789d7d0fddf304e6e2dbdb\", \"2f9bcb2fc8b13e8b60a0fc63a3f13801f22f0dbc\", \"21bd67845e0338963ae3fabb216d8103a155505f\", \"e53d2e71249eaaa30bf1cc9b6402d7f86939c2ca\", \"d2438beaa8885bc5e553bb6285f996431d69147c\", \"0c82ffb8fd3866fab57045eecd94ed68788eec09\", \"8d894720730202c2755183b7b4f6cc424ab83adb\"]}"},{"id":"92f3d98e-7288-474e-a53a-0ca69363b750","title":"[Senate] Squad autoseed from high-priority gaps (driver #18)","description":"Recurring driver. Form research squads from the top unattended high-importance knowledge_gaps. Each squad gets a charter, success criteria, recruitment window (24h), target lifespan (5d), and an initial token pool sized as importance_score × 5000. Idempotent: skips gaps that already have an active/recruiting squad. Uses the squads package: `python3 -m economics_drivers.squads.cli autoseed --limit N`. See research_squads_spec.md driver #18.","status":"open","priority":95,"task_type":"recurring","frequency":"every-6h","assigned_slot":"","started_at":null,"completed_at":"2026-04-17T16:05:10.833590+00:00","updated_at":"2026-04-17T16:05:10.833590+00:00","summary":"","completion_notes":"Auto-release: recurring task had no work this cycle","last_error":"","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/research_squads_spec.md","provider":"any","payload_json":"{\"requirements\": {\"coding\": 6, \"analysis\": 6, \"safety\": 9}, \"completion_shas\": [\"8dac666b88811c65d33d1b72193a03058895132e\"], \"completion_shas_checked_at\": \"2026-04-13T00:16:15.496763+00:00\", \"completion_shas_missing\": [\"1ccf33df6dfefe9d9d57e49893777088d18ffa4d\", \"8aa3cf04a82e72011155bce3c7fbf38cba6d112f\"]}"},{"id":"3b25ded3-1372-49d2-ba9c-7b01fc1f2b99","title":"[Agora] Squad open enrollment & recruitment (driver #21)","description":"Recurring driver. For each squad in 'recruiting' state with recruitment_closes_at in the future, scan agent_registry for agents whose capabilities match the squad's target (use capability requirements like analysis>=6, reasoning>=6 derived from the gap domain). Auto-invite a small set, and respond to standing-bid joins. When recruitment_closes_at passes, transition status to 'active'. Implement at economics_drivers/squads/recruit.py. See research_squads_spec.md driver #21.","status":"open","priority":92,"task_type":"recurring","frequency":"every-6h","assigned_slot":"71","started_at":"2026-04-17 17:32:47","completed_at":"2026-04-17T17:26:24.432982+00:00","updated_at":"2026-04-17 17:35:15","summary":"","completion_notes":"Inspect `git diff origin/main..HEAD`, rebase or merge origin/main into the task branch, and resolve only task-relevant conflicts before retrying.\n\nChanged files:\n- .gitignore\n- .orchestra-slot.json\n- agent.py\n- api.py\n- api_shared/db.py\n- api_shared/nav.py\n- ci_route_health.py\n- cli.py\n- docs/planning/specs/00739e13_fab_spec.md\n- docs/planning/specs/0514eb5b_fe0e_46f0_af49_cdeef6d6eaf5_spec.md\n- docs/planning/specs/051daf58_f92_spec.md\n- docs/planning/specs/05b6876b_61a_spec.md\n- docs/planning/specs/0850f78f_f00_spec.md\n- docs/planning/specs/0a4a42ea_f2c_spec.md\n- docs/planning/specs/0b5285ff-c077-455e-a4d6-f0dd3b538675_spec.md\n- docs/planning/specs/0d37548c_12f_spec.md\n- docs/planning/specs/0de12ae3_ba9_spec.md\n- docs/planning/specs/13d17f9d_fc6_spec.md\n- docs/planning/specs/1668104c_69f_spec.md\n- docs/planning/specs/197efcaa_cc16_static_asset_template_issues_spec.md\n- docs/planning/specs/19d7e4f1_87c_spec.md\n- docs/planning/specs/1a33a296_e05_spec.md\n- docs/planning/specs/1d21e01d-0d3_template_link_generation_spec.md\n- docs/planning/specs/1e337153-1ae0-4a95-a573-bc5f1cdddc58_spec.md\n- docs/planning/specs/1f62e277_c72_spec.md\n- docs/planning/specs/1fe0f02e-fcc9-4d27-b836-84d337b8acec_spec.md\n- docs/planning/specs/22ef73fa-7c9e-4b0c-9bdc-187bdbb8e888_broken_links_in_target_http_500_spec.md\n- docs/planning/specs/2310c378_ea0_spec.md\n- docs/planning/specs/245a4f77_da9_spec.md\n- docs/planning/specs/2679e2c9_852_spec.md\n- docs/planning/specs/2f33adfc-814c-42cc-838a-e1d8f080e4e8_spec.md\n- docs/planning/specs/2fba3f5b_3e7_spec.md\n- docs/planning/specs/355a0e0b_92d_spec.md\n- docs/planning/specs/39f47701_938_spec.md\n- docs/planning/specs/3d5cb5ea-broken-links-in-image-http-0-141-links_spec.md\n- docs/planning/specs/3df7390a_4cd6_spec.md\n- docs/planning/specs/3eb45ac3_complete_application_server_failure_spec.md\n- docs/planning/specs/3fea4720-77a6-4a98-999b-0b54c81cae2e_broken_links_in_analysis_http_404_10_links_spec.md\n- docs/planning/specs/42320e63_d82_spec.md\n- docs/planning/specs/43abc1dc_631_spec.md\n\nDiff stat:\n.gitignore | 2 -\n .orchestra-slot.json | 2 +-\n agent.py | 54 +-\n api.py | 3325 ++----\n api_shared/db.py | 30 +-\n api_shared/nav.py | 8 +-\n ci_route_health.py | 204 -\n cli.py | 61 -\n docs/planning/specs/00739e13_fab_spec.md | 22 +-\n .../0514eb5b_fe0e_46f0_af49_cdeef6d6eaf5_spec.md | 24 -\n docs/planning/specs/051daf58_f92_spec.md | 63 -\n docs/planning/specs/05b6876b_61a_spec.md | 11 -\n docs/planning/specs/0850f78f_f00_spec.md | 57 -\n docs/planning/specs/0a4a42ea_f2c_spec.md | 36 -\n .../0b5285ff-c077-455e-a4d6-f0dd3b538675_spec.md | 26 -\n docs/planning/specs","last_error":"Review gate REVISE attempt 1/10: Auto-deploy blocked: Merge failed (conflicts?):","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/research_squads_spec.md","provider":"any","payload_json":"{\"requirements\": {\"coding\": 7, \"analysis\": 6}, \"completion_shas\": [\"37de01b5c01caa7cc87501e74027ce35f493d8f2\"], \"completion_shas_checked_at\": \"2026-04-13T07:15:45.486267+00:00\", \"completion_shas_missing\": [\"af2fb486fe3028637238c8fb4840f55c4e6a70bd\", \"4cb9e9601becfef36c006f36ea8e2a6846590fc5\", \"0ede2f2d1bd3a0647ea54d25953331f803b79240\", \"0bef8dbdf92a793e0a30da847d6e5ea4968c1a02\", \"07781b827f59fbe62f1f220e62ad23d5844a0a3f\", \"cf140f07caae697e94dde90799bb855757c81b5d\", \"76f7893e0730bce5561e669b25d23ad4843cf506\", \"4efd09fd7173a5d6bf02a74590cf7456639fc80a\", \"1628081d105a3ef771eab386c8c7f454505fd417\", \"350a6bf388d4a12f8e8c13e7de2122d09cb819a8\", \"b829ee9c386629f84a6bf43cbcf369482d4213a3\", 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\"_gate_last_decision\": \"REVISE\", \"_gate_last_reason\": \"Auto-deploy blocked: Merge failed (conflicts?):\", \"_gate_last_instructions\": \"Inspect `git diff origin/main..HEAD`, rebase or merge origin/main into the task branch, and resolve only task-relevant conflicts before retrying.\", \"_gate_branch\": \"orchestra/task/3b25ded3-squad-open-enrollment-recruitment-driver\", \"_gate_changed_files\": [\".gitignore\", \".orchestra-slot.json\", \"agent.py\", \"api.py\", \"api_shared/db.py\", \"api_shared/nav.py\", \"ci_route_health.py\", \"cli.py\", \"docs/planning/specs/00739e13_fab_spec.md\", \"docs/planning/specs/0514eb5b_fe0e_46f0_af49_cdeef6d6eaf5_spec.md\", \"docs/planning/specs/051daf58_f92_spec.md\", \"docs/planning/specs/05b6876b_61a_spec.md\", \"docs/planning/specs/0850f78f_f00_spec.md\", \"docs/planning/specs/0a4a42ea_f2c_spec.md\", \"docs/planning/specs/0b5285ff-c077-455e-a4d6-f0dd3b538675_spec.md\", \"docs/planning/specs/0d37548c_12f_spec.md\", 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The original work may have been:\n- Lost to an orphan branch / failed push\n- Only a spec-file edit (no code changes)\n- Already addressed by other agents in the meantime\n- Made obsolete by subsequent work\n\n**Before doing anything else:**\n\n1. **Re-evaluate the task in light of CURRENT main state.** Read the\n spec and the relevant files on origin/main NOW. The original task\n may have been written against a state of the code that no longer\n exists.\n\n2. **Verify the task still advances SciDEX's aims.** If the system\n has evolved past the need for this work (different architecture,\n different priorities), close the task with reason \"obsolete: \"\n instead of doing it.\n\n3. **Check if it's already done.** Run `git log --grep=''`\n and read the related commits. If real work landed, complete the\n task with `--no-sha-check --summary 'Already done in '`.\n\n4. **Make sure your changes don't regress recent functionality.** Many\n agents have been working on this codebase. Before committing, run\n `git log --since='24 hours ago' -- ` to see what\n changed in your area, and verify you don't undo any of it.\n\n5. **Stay scoped.** Only do what this specific task asks for. Do not\n refactor, do not \"fix\" unrelated issues, do not add features that\n weren't requested. Scope creep at this point is regression risk.\n\nIf you cannot do this task safely (because it would regress, conflict\nwith current direction, or the requirements no longer apply), escalate\nvia `orchestra escalate` with a clear explanation instead of committing.\n","status":"open","priority":3,"task_type":"one_shot","frequency":"","assigned_slot":"","started_at":null,"completed_at":"2026-04-04 06:17:22","updated_at":"2026-04-13T10:16:03.414397+00:00","summary":"","completion_notes":"","last_error":"Audit reopened: ORPHAN_BRANCH — 1 commit(s) found but none on main; branch=?","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/3e7589010e96_forge_design_agent_registry_identity_ca_spec.md","provider":"any","payload_json":"{\"requirements\": {\"coding\": 7, \"reasoning\": 6}}"},{"id":"37ddff341f27","title":"[Forge] Implement agent role definitions — researcher, debater, market-maker, auditor, gap-finder","description":"\n\n\n## REOPENED TASK — CRITICAL CONTEXT\n\nThis task was previously marked 'done' but the audit could not verify\nthe work actually landed on main. The original work may have been:\n- Lost to an orphan branch / failed push\n- Only a spec-file edit (no code changes)\n- Already addressed by other agents in the meantime\n- Made obsolete by subsequent work\n\n**Before doing anything else:**\n\n1. **Re-evaluate the task in light of CURRENT main state.** Read the\n spec and the relevant files on origin/main NOW. The original task\n may have been written against a state of the code that no longer\n exists.\n\n2. **Verify the task still advances SciDEX's aims.** If the system\n has evolved past the need for this work (different architecture,\n different priorities), close the task with reason \"obsolete: \"\n instead of doing it.\n\n3. **Check if it's already done.** Run `git log --grep=''`\n and read the related commits. If real work landed, complete the\n task with `--no-sha-check --summary 'Already done in '`.\n\n4. **Make sure your changes don't regress recent functionality.** Many\n agents have been working on this codebase. Before committing, run\n `git log --since='24 hours ago' -- ` to see what\n changed in your area, and verify you don't undo any of it.\n\n5. **Stay scoped.** Only do what this specific task asks for. Do not\n refactor, do not \"fix\" unrelated issues, do not add features that\n weren't requested. 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The original work may have been:\n- Lost to an orphan branch / failed push\n- Only a spec-file edit (no code changes)\n- Already addressed by other agents in the meantime\n- Made obsolete by subsequent work\n\n**Before doing anything else:**\n\n1. **Re-evaluate the task in light of CURRENT main state.** Read the\n spec and the relevant files on origin/main NOW. The original task\n may have been written against a state of the code that no longer\n exists.\n\n2. **Verify the task still advances SciDEX's aims.** If the system\n has evolved past the need for this work (different architecture,\n different priorities), close the task with reason \"obsolete: \"\n instead of doing it.\n\n3. **Check if it's already done.** Run `git log --grep=''`\n and read the related commits. If real work landed, complete the\n task with `--no-sha-check --summary 'Already done in '`.\n\n4. **Make sure your changes don't regress recent functionality.** Many\n agents have been working on this codebase. Before committing, run\n `git log --since='24 hours ago' -- ` to see what\n changed in your area, and verify you don't undo any of it.\n\n5. **Stay scoped.** Only do what this specific task asks for. Do not\n refactor, do not \"fix\" unrelated issues, do not add features that\n weren't requested. Scope creep at this point is regression risk.\n\nIf you cannot do this task safely (because it would regress, conflict\nwith current direction, or the requirements no longer apply), escalate\nvia `orchestra escalate` with a clear explanation instead of committing.\n","status":"open","priority":1,"task_type":"one_shot","frequency":"","assigned_slot":"","started_at":null,"completed_at":"2026-04-04 06:55:25","updated_at":"2026-04-13T10:14:01.252316+00:00","summary":"","completion_notes":"","last_error":"Audit reopened: NO_COMMITS — No commits found referencing task ID; branch=?","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/4d85ed6b8c76_forge_create_task_routing_match_incomin_spec.md","provider":"any","payload_json":"{}"},{"id":"0b2cb5e0f885","title":"[Forge] Add agent spawning/retiring based on workload and budget","description":"","status":"closed","priority":2,"task_type":"one_shot","frequency":"","assigned_slot":"","started_at":null,"completed_at":"","updated_at":"2026-04-04T05:26:50.820973+00:00","summary":"","completion_notes":null,"last_error":"","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/0b2cb5e0f885_forge_add_agent_spawning_retiring_based_spec.md","provider":"any","payload_json":"{}"},{"id":"282c7ca50359","title":"[Forge] Build agent health monitoring and auto-restart for stalled agents","description":"","status":"closed","priority":2,"task_type":"one_shot","frequency":"","assigned_slot":"","started_at":null,"completed_at":"","updated_at":"2026-04-04T05:26:50.218915+00:00","summary":"","completion_notes":null,"last_error":"","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/282c7ca50359_forge_build_agent_health_monitoring_and_spec.md","provider":"any","payload_json":"{\"requirements\": {\"coding\": 7, \"reasoning\": 6}}"}],"reviews":[],"effectiveness":{},"spec_content":"---\ntitle: \"Quest: Agent Ecosystem\"\ndescription: \"Background agent fleet management — agent registry, health monitoring, task routing, and auto-scaling. Define agent roles (researcher, debater, market-maker, auditor), spawn/retire agents based on wor\"\ntype: quest\nlayer: Forge\npriority: 82\nstatus: active\nquest_id: q-cc0888c0004a\nspec_path: docs/planning/specs/quest_agent_ecosystem_spec.md\n---\n\n# Quest: Agent Ecosystem\n\n**Layer:** Forge \n**Priority:** P82 \n**Status:** active \n**Tasks:** 5 total (0 done, 5 open)\n\n## Vision\n\nBackground agent fleet management — agent registry, health monitoring, task routing, and auto-scaling. Define agent roles (researcher, debater, market-maker, auditor), spawn/retire agents based on workload, and maintain agent identity across sessions. Goal: a self-managing ecosystem of specialized agents.\n\n## Open Tasks\n\n- [ ] [Forge] Design agent registry — identity, capabilities, health status, task history (P3)\n- [ ] [Forge] Create task routing — match incoming work to best-suited available agent (P3)\n- [ ] [Forge] Implement agent role definitions — researcher, debater, market-maker, auditor, gap-finder (P2)\n- [ ] [Forge] Build agent health monitoring and auto-restart for stalled agents (P2)\n- [ ] [Forge] Add agent spawning/retiring based on workload and budget (P2)\n\n\n## Success Criteria\n\n- [ ] All open tasks completed and verified\n- [ ] Integration tested end-to-end with dependent quests\n- [ ] UI pages rendering correctly for this quest's features\n- [ ] Documentation updated for new capabilities\n\n## Quality Requirements\n\n> Agent role definitions must specify measurable contribution types, not just operational roles. Stub agents (registered but non-functional) are prohibited. Each agent role must demonstrate >1 scientifically meaningful contribution per epoch.\n\n## Work Log\n\n_No entries yet._\n","spec_html":"

Quest: Agent Ecosystem

Layer: Forge \nPriority: P82 \nStatus: active \nTasks: 5 total (0 done, 5 open)

Vision

Background agent fleet management — agent registry, health monitoring, task routing, and auto-scaling. Define agent roles (researcher, debater, market-maker, auditor), spawn/retire agents based on workload, and maintain agent identity across sessions. Goal: a self-managing ecosystem of specialized agents.

Open Tasks

☐ [Forge] Design agent registry — identity, capabilities, health status, task history (P3)
\n
☐ [Forge] Create task routing — match incoming work to best-suited available agent (P3)
\n
☐ [Forge] Implement agent role definitions — researcher, debater, market-maker, auditor, gap-finder (P2)
\n
☐ [Forge] Build agent health monitoring and auto-restart for stalled agents (P2)
\n
☐ [Forge] Add agent spawning/retiring based on workload and budget (P2)

Success Criteria

☐ All open tasks completed and verified
\n
☐ Integration tested end-to-end with dependent quests
\n
☐ UI pages rendering correctly for this quest's features
\n
☐ Documentation updated for new capabilities

Quality Requirements

> Agent role definitions must specify measurable contribution types, not just operational roles. Stub agents (registered but non-functional) are prohibited. Each agent role must demonstrate >1 scientifically meaningful contribution per epoch.

Work Log

_No entries yet._

","spec_file":"quest_agent_ecosystem_spec.md","commits":[{"hash":"abc8d0179","message":"[Exchange] Verify /challenge broken links are false positives: all 36 pages return 200 [task:e5a1490f-9ab6-4275-a96b-bd34ceb84fcf]","date":"2026-04-17"},{"hash":"440d6072c","message":"[Senate] Final work log update: document branch push to remote [task:c2780f51-4c91-4cae-a1ff-4edaf6375c59]","date":"2026-04-17"},{"hash":"8eefea2c0","message":"[Atlas] Add redirects in api.py for /site/notebooks/ and root-level .ipynb URLs to /notebooks/ path [task:f92194bf-f23c-4bf3-97d4-676c02f5fb42]","date":"2026-04-17"},{"hash":"bdf2e04e8","message":"[Atlas] Document /mission HTTP 0 fix: already addressed in c5d7a696 [task:e50f7fed-ccde-4104-b98a-205bb500e792]","date":"2026-04-17"},{"hash":"f39b5d3b0","message":"[Atlas] Fix broken /entity links: clean corrupted data + add cleanup script [task:326c7abd-3ad2-4ae5-9a0e-e9981d611890]","date":"2026-04-17"},{"hash":"a4954541c","message":"Squash merge: orchestra/task/09b3a393-broken-links-in-api-http-0-30-links (1 commits)","date":"2026-04-17"},{"hash":"40b62c4b8","message":"[Atlas] Verify /api broken links: all 10 endpoints HTTP 200, no code changes needed [task:09b3a393-777f-4379-85c6-2bf55f6e69c0]","date":"2026-04-17"},{"hash":"6e54e1ccc","message":"On orchestra/task/326c7abd-broken-links-in-entity-http-400-64-links: stash unrelated changes","date":"2026-04-17"},{"hash":"53f087f8e","message":"index on orchestra/task/326c7abd-broken-links-in-entity-http-400-64-links: f3b466710 [Atlas] Add /mission→/missions redirect in api.py; confirm /mission broken links are false positives [task:c0d66faa-91be-41e3-909d-d6359c5b936e]","date":"2026-04-17"},{"hash":"58b5eb786","message":"[Atlas] Verify /analysis broken links: all 10 pages HTTP 200, false positive [task:a7c6d6d2-17bb-4e1c-b131-10677c65e9d0]","date":"2026-04-17"},{"hash":"0be6ce64a","message":"[Senate] Update spec work log: service verified operational, no code changes needed [task:c2780f51-4c91-4cae-a1ff-4edaf6375c59]","date":"2026-04-17"},{"hash":"53c7da02f","message":"Squash merge: orchestra/task/c13f680a-broken-links-in-site-http-404-198-links (1 commits)","date":"2026-04-17"},{"hash":"20a14e537","message":"[Atlas] Fix /site/notebooks/ 404 in api.py: add redirect to /notebooks/ route [task:c13f680a-60bf-49f3-aa42-a05602d77405]","date":"2026-04-17"},{"hash":"52e043bda","message":"Squash merge: orchestra/task/c5d7a696-broken-links-in-target-http-0-765-links (3 commits)","date":"2026-04-17"},{"hash":"aead3c46d","message":"[Atlas] Restore nb-top5- prefix-stripping fallback removed in prior commit [task:c5d7a696-2296-468a-83a2-2d3cabc6901e]","date":"2026-04-17"},{"hash":"1786c8cc4","message":"[Atlas] Wire up suppress_transient_http0_noise() in link checker to prevent false-positive tasks [task:c5d7a696-2296-468a-83a2-2d3cabc6901e]","date":"2026-04-17"},{"hash":"13c833f16","message":"[Atlas] Add redirects for /site/notebooks/ and root-level .ipynb URLs to /notebooks/ path [task:f92194bf-f23c-4bf3-97d4-676c02f5fb42]","date":"2026-04-17"},{"hash":"25d912117","message":"[Senate] Update spec work log: document MERGE GATE rebase fix [task:c2780f51-4c91-4cae-a1ff-4edaf6375c59]","date":"2026-04-17"},{"hash":"06151c073","message":"[Senate] Update spec: verify service operational, no code changes needed [task:c2780f51-4c91-4cae-a1ff-4edaf6375c59]","date":"2026-04-17"},{"hash":"dc15730ae","message":"[Atlas] Fix /notebook top5-SDA-* broken links: add prefix-stripping fallback in notebook_detail [task:c13f680a-60bf-49f3-aa42-a05602d77405]","date":"2026-04-17"}],"related_quests":[{"name":"Real Data Pipeline","layer":"Forge","priority":92,"status":"active","description":"Ensure all analyses use REAL Allen Institute datasets (SEA-AD, ABC Atlas, Allen Brain Cell Atlas) — not simulated/hallucinated data. Build data ingestion pipelines that download, cache, and validate real datasets. Analyses must cite specific dataset versions and cell counts. Forge tools must be invoked during the analysis loop with real inputs, not just registered as provenance markers.","task_count":5,"done_count":0},{"name":"Analysis Sandboxing","layer":"Forge","priority":90,"status":"active","description":"Run all analyses in isolated environments (containers, cgroups, or sandboxed subprocesses) so a runaway analysis cannot corrupt the database, filesystem, or other running services. Each analysis gets its own temp directory, restricted filesystem access, and resource budget. Design for future migration to external container runtimes (Docker, AWS Batch, K8s) while running locally today.","task_count":5,"done_count":1},{"name":"Tool Playground","layer":"Forge","priority":88,"status":"paused","description":"Interactive tool interfaces with live API calls, structured results, external links","task_count":1,"done_count":0},{"name":"Forge","layer":"Forge","priority":80,"status":"active","description":"Scientific execution engine — tool registry, background agent orchestration, agent spawning, and tool-augmented analysis. Manages the ecosystem of background agents that perform research tasks.","task_count":425,"done_count":45},{"name":"AI Tools Landscape","layer":"Forge","priority":64,"status":"paused","description":"Living catalog of AI-for-science tools, platforms, agents, and benchmarks. Uses wiki entity_type='ai_tool' with structured frontmatter (category, specializations, pricing, benchmarks, open-source status). Browsing page at /forge/landscape with filters by category, specialization, pricing. Seeded with 23 entries from inspirations page. Kept current via agent scanning + staleness badges. Spec: docs/planning/specs/q-ai-tools-landscape_spec.md","task_count":5,"done_count":0},{"name":"Visual Artifacts","layer":"Forge","priority":55,"status":"active","description":"AI-generated visual artifacts — infographics, hypothesis cards, entity portraits, protocol illustrations. Uses MiniMax image-01 and GLM CogView-4 with quality evaluation via vision models.","task_count":5,"done_count":5}]}