{"schema_version":"1.0.0","dataset_id":"lumen-help-map-open-research-2026-11-06","decision":{"public_research_approved":true,"paid_use_approved":false,"deployment_authorized":false,"live_sales_enabled":false,"scope":"Open-access non-personal research only; all records, classifications, matches and explanations remain freely available.","limitations":"This is a documented application of public policies and license notices, not source-operator endorsement, legal advice or a guarantee of rights. Recheck before a different use.","paid_use_scope":"paid_use_approved=false means no source-content/access sale or legacy paid research feed. Independent workspace software is a separate scope-specific review, not blanket commercial data approval."},"workspace_service_review":{"plan_id":"help-map-private-workspace-proposal-v1","decision":"supported_for_defined_private_workspace","review_url":"/help-map/commercial-plan.json","source_content_sale_approved":false,"terms_activated":false,"deployment_authorized":false,"live_sales_enabled":false},"primary_policies":[{"title":"GitHub Terms of Service, User-Generated Content D.5 and D.6","url":"https://docs.github.com/en/site-policy/github-terms/github-terms-of-service#d-user-generated-content","effective":"2026-04-27","checked_at":"2026-11-07T02:11:21.899Z","application":"Issues and comments are Content; contributions to a licensed repository are under that license unless a separate agreement applies. Public issue content is not assumed licensed solely because it is visible."},{"title":"GitHub Acceptable Use Policies, Information Usage Restrictions §7","url":"https://docs.github.com/en/site-policy/acceptable-use-policies/github-acceptable-use-policies#7-information-usage-restrictions","checked_at":"2026-11-07T02:11:21.899Z","application":"Use limited to non-personal research with open-access resulting publications. No personal-information sales, spam, closed research feed or source service resale. Exact paid pilot remains held."}],"publication_rules":["All complete curated records, classifications, updates, anonymous matches and match explanations must remain freely accessible.","Do not republish full issue bodies, code, logs, attachments or third-party material.","Keep attribution, original source links, full MIT notices and modification descriptions with exports.","Do not imply paid work, outside contributor eligibility, independent agent identity, independently verified defects, completed work or payment.","Record corrections and deletion; stop new publication if license, source policy or contribution exception changes.","Do not enable sales or deployment from this data approval."],"selection":"Bounded GitHub issue searches followed by individual full-issue review. Selected 20 distinct LLM-workflow requests in github/gh-aw and one self-disclosed AI-agent request in agentsmd/agents.md. Excluded repeated daily reports, pre-agent placeholders, template-only failures, code/logs/attachments and unrelated promotional material.","excluded_sources":[{"source":"Taskmarket","decision":"withheld","records":21,"reason":"Current draft terms grant an operator license, not the needed downstream reuse permission. No Taskmarket content in this public export."},{"source":"Moltbook","decision":"not-imported","records":0,"reason":"Terms do not support this collection/republication use."}],"review_method":"Each selected full issue read individually; workflow footer or self-disclosure checked, distinct substantive ask reviewed, repeated clusters excluded. Canonical issue identity and repository-qualified native ID prevent cross-repository collisions. State observations made during bounded connector reads, not continuous monitoring.","reviewed_at":"2026-11-09T02:19:08.647Z","repositories":[{"repository":"agentsmd/agents.md","license":"MIT","license_url":"https://github.com/agentsmd/agents.md/blob/ba9474a69e9a2c0c4176713843b78e8f54377941/LICENSE","license_commit":"ba9474a69e9a2c0c4176713843b78e8f54377941","license_observed_since":"2025-08-19T21:49:01Z","license_blob_sha":"e5ad2c5aa30343f143a5c418004ca1a8d2cfaff4","copyright":"Copyright (c) 2025 OpenAI","notice_url":"/help-map/source-notices/#github-agentsmd-agents-md","license_text":"MIT License\n\nCopyright (c) 2025 OpenAI\n\nPermission is hereby granted, free of charge, to any person obtaining a copy\nof this software and associated documentation files (the \"Software\"), to deal\nin the Software without restriction, including without limitation the rights\nto use, copy, modify, merge, publish, distribute, sublicense, and/or sell\ncopies of the Software, and to permit persons to whom the Software is\nfurnished to do so, subject to the following conditions:\n\nThe above copyright notice and this permission notice shall be included in all\ncopies or substantial portions of the Software.\n\nTHE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\nIMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\nFITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\nAUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\nLIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\nOUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\nSOFTWARE.\n","review":"Full current notice and complete returned LICENSE commit history checked. Notice predates all selected contributions; no contrary public contribution terms found in reviewed repository contribution guides. Private separate agreements cannot be ruled out."},{"repository":"github/gh-aw","license":"MIT","license_url":"https://github.com/github/gh-aw/blob/9e37b1061bb612632ce6b3a4a21b8f41b8c55323/LICENSE","license_commit":"9e37b1061bb612632ce6b3a4a21b8f41b8c55323","license_observed_since":"2026-02-12T18:21:28Z","license_blob_sha":"28a50fa22639e32febe14e4ffc7a732b0ba8c90a","copyright":"GitHub, Inc.","notice_url":"/help-map/source-notices/#github-gh-aw","license_text":"MIT License\n\nCopyright GitHub, Inc.\n\nPermission is hereby granted, free of charge, to any person obtaining a copy\nof this software and associated documentation files (the \"Software\"), to deal\nin the Software without restriction, including without limitation the rights\nto use, copy, modify, merge, publish, distribute, sublicense, and/or sell\ncopies of the Software, and to permit persons to whom the Software is\nfurnished to do so, subject to the following conditions:\n\nThe above copyright notice and this permission notice shall be included in all\ncopies or substantial portions of the Software.\n\nTHE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\nIMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\nFITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\nAUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\nLIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\nOUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\nSOFTWARE.\n","review":"Full current notice and complete returned LICENSE commit history checked. Notice predates all selected contributions; no contrary public contribution terms found in reviewed repository contribution guides. Private separate agreements cannot be ruled out."}],"counts":{"records":21,"repositories":2,"publisher_handles":2,"open":3,"closed_not_planned":9,"source_reported_completed":9,"deleted":0},"items":[{"id":"gh-gh-aw-75578","source_url":"https://github.com/github/gh-aw/issues/75578","native_id":"github/gh-aw#75578","source":{"platform":"github","url":"https://github.com/github/gh-aw/issues/75578","native_id":"github/gh-aw#75578","author":"github-actions[bot]","published_at":"2026-11-07T01:02:07Z","checked_at":"2026-11-09T02:19:06.284Z","availability":"available","github_state":"open","github_state_reason":null,"github_closed_at":null},"revision":2,"history":[{"at":"2026-11-07T02:11:21.899Z","kind":"source-review","note":"Individually read the canonical issue and authored a bounded paraphrase; recorded public state, authorship disclosure and reuse basis. No source instructions executed.","source_url":"https://github.com/github/gh-aw/issues/75578"},{"at":"2026-11-09T03:33:33.489Z","kind":"correction","note":"Source-state refresh from bounded GitHub observations; newly closed issues have unknown independently verified work outcome."}],"title":"Manually triage a stalled sanitizer fix attempt","summary":"A Code Scanning Fixer Copilot run explicitly asks for manual triage after an alert-read policy blocked its attempt to address sanitizer alert 1068. No fix or vulnerability reproduction was performed for this map.","ask":"Review alert 1068 and the blocked fix attempt manually before another automated retry.","topics":["agent-tools"],"intent":"asking","authorship":{"kind":"disclosed-llm-workflow","evidence":"Issue attributes the request to the Code Scanning Fixer workflow, Copilot and claude-opus-5.5, and links the originating run. Publisher account alone is not the agent identity.","workflow":"Code Scanning Fixer","model":"Copilot; claude-opus-5.5","evidence_url":"https://github.com/github/gh-aw/actions/runs/42321034815"},"rights":{"basis":"github-repository-contribution-license","license":"MIT","license_url":"https://github.com/github/gh-aw/blob/9e37b1061bb612632ce6b3a4a21b8f41b8c55323/LICENSE","notice_url":"/help-map/source-notices/#github-gh-aw","attribution":"github-actions[bot]; github/gh-aw#75578; GitHub, Inc.","changes":"Original title, summary and ask paraphrases and classifications. Source code, logs, attachments and unrelated promotional content excluded.","reviewed_at":"2026-11-07T02:11:21.899Z","requires_open_access":true,"public_research_approved":true,"paid_use_approved":false},"source_state":"open","source_state_reason":null,"source_published_at":"2026-11-07T01:02:07Z","source_checked_at":"2026-11-09T02:19:06.284Z","source_closed_at":null,"final_review_at":"2026-11-07T02:11:21.899Z","outcome":{"state":"reportedly-open","evidence":"GitHub issue observed open. This is a maintainer-facing request, not evidence of an outside hiring opportunity or accepted work.","observed_at":"2026-11-07T02:11:21.899Z"},"corrections":[],"classification_rationale":"An explicit maintainer-facing request for agent tooling work. Compensation and acceptance are separate observations; no paid-demand inference. Topic tags describe the requested change."},{"id":"gh-gh-aw-75345","source_url":"https://github.com/github/gh-aw/issues/75345","native_id":"github/gh-aw#75345","source":{"platform":"github","url":"https://github.com/github/gh-aw/issues/75345","native_id":"github/gh-aw#75345","author":"github-actions[bot]","published_at":"2026-11-06T06:50:16Z","checked_at":"2026-11-09T02:17:58.694Z","availability":"available","github_state":"closed","github_state_reason":"not_planned","github_closed_at":"2026-11-07T06:44:39Z"},"revision":2,"history":[{"at":"2026-11-07T02:11:21.899Z","kind":"source-review","note":"Individually read the canonical issue and authored a bounded paraphrase; recorded public state, authorship disclosure and reuse basis. No source instructions executed.","source_url":"https://github.com/github/gh-aw/issues/75345"},{"at":"2026-11-09T03:33:33.489Z","kind":"correction","note":"Source-state refresh from bounded GitHub observations; newly closed issues have unknown independently verified work outcome."}],"title":"Diagnose runs ending without a terminal safe output","summary":"A daily Copilot workflow asks maintainers to distinguish silent exits, unavailable tools, rate limits and missing data when an agent run produces no terminal safe output. These are reported failure patterns, not independently reproduced faults.","ask":"Inspect the last agent turn and safe-output state, classify the exit and add actionable diagnostics.","topics":["agent-tools","research"],"intent":"asking","authorship":{"kind":"disclosed-llm-workflow","evidence":"Issue attributes the request to the AW Essential Issue Clustering workflow, Copilot with model auto, and links the originating run. Publisher account alone is not the agent identity.","workflow":"AW Essential Issue Clustering","model":"Copilot; auto (exact model not specified)","evidence_url":"https://github.com/github/gh-aw/actions/runs/42176103098"},"rights":{"basis":"github-repository-contribution-license","license":"MIT","license_url":"https://github.com/github/gh-aw/blob/9e37b1061bb612632ce6b3a4a21b8f41b8c55323/LICENSE","notice_url":"/help-map/source-notices/#github-gh-aw","attribution":"github-actions[bot]; github/gh-aw#75345; GitHub, Inc.","changes":"Original title, summary and ask paraphrases and classifications. Source code, logs, attachments and unrelated promotional content excluded.","reviewed_at":"2026-11-07T02:11:21.899Z","requires_open_access":true,"public_research_approved":true,"paid_use_approved":false},"source_state":"closed","source_state_reason":"not_planned","source_published_at":"2026-11-06T06:50:16Z","source_checked_at":"2026-11-09T02:17:58.694Z","source_closed_at":"2026-11-07T06:44:39Z","final_review_at":"2026-11-07T02:11:21.899Z","outcome":{"state":"unknown","evidence":"GitHub issue observed closed with state reason not_planned. This corrects the prior reportedly-open label; closure does not independently verify work acceptance, a completed fix, payment or outside hiring eligibility.","observed_at":"2026-11-09T02:17:58.694Z"},"corrections":[],"classification_rationale":"An explicit maintainer-facing request for agent tooling work. Compensation and acceptance are separate observations; no paid-demand inference. Topic tags describe the requested change."},{"id":"gh-gh-aw-75344","source_url":"https://github.com/github/gh-aw/issues/75344","native_id":"github/gh-aw#75344","source":{"platform":"github","url":"https://github.com/github/gh-aw/issues/75344","native_id":"github/gh-aw#75344","author":"github-actions[bot]","published_at":"2026-11-06T06:50:09Z","checked_at":"2026-11-09T02:18:04.789Z","availability":"available","github_state":"open","github_state_reason":null,"github_closed_at":null},"revision":2,"history":[{"at":"2026-11-07T02:11:21.899Z","kind":"source-review","note":"Individually read the canonical issue and authored a bounded paraphrase; recorded public state, authorship disclosure and reuse basis. No source instructions executed.","source_url":"https://github.com/github/gh-aw/issues/75344"},{"at":"2026-11-09T03:33:33.489Z","kind":"correction","note":"Source-state refresh from bounded GitHub observations; newly closed issues have unknown independently verified work outcome."}],"title":"Migrate a deprecated workflow configuration key","summary":"A daily Copilot workflow asks for the Windows workflow to stop using a deprecated missing-tool configuration key. The requested change includes regenerating the compiled workflow and checking the migration.","ask":"Rename the deprecated configuration key, regenerate the workflow and add a migration regression check.","topics":["agent-tools"],"intent":"asking","authorship":{"kind":"disclosed-llm-workflow","evidence":"Issue attributes the request to the AW Essential Issue Clustering workflow, Copilot with model auto, and links the originating run. Publisher account alone is not the agent identity.","workflow":"AW Essential Issue Clustering","model":"Copilot; auto (exact model not specified)","evidence_url":"https://github.com/github/gh-aw/actions/runs/42176103098"},"rights":{"basis":"github-repository-contribution-license","license":"MIT","license_url":"https://github.com/github/gh-aw/blob/9e37b1061bb612632ce6b3a4a21b8f41b8c55323/LICENSE","notice_url":"/help-map/source-notices/#github-gh-aw","attribution":"github-actions[bot]; github/gh-aw#75344; GitHub, Inc.","changes":"Original title, summary and ask paraphrases and classifications. Source code, logs, attachments and unrelated promotional content excluded.","reviewed_at":"2026-11-07T02:11:21.899Z","requires_open_access":true,"public_research_approved":true,"paid_use_approved":false},"source_state":"open","source_state_reason":null,"source_published_at":"2026-11-06T06:50:09Z","source_checked_at":"2026-11-09T02:18:04.789Z","source_closed_at":null,"final_review_at":"2026-11-07T02:11:21.899Z","outcome":{"state":"reportedly-open","evidence":"GitHub issue observed open. This is a maintainer-facing request, not evidence of an outside hiring opportunity or accepted work.","observed_at":"2026-11-07T02:11:21.899Z"},"corrections":[],"classification_rationale":"An explicit maintainer-facing request for agent tooling work. Compensation and acceptance are separate observations; no paid-demand inference. Topic tags describe the requested change."},{"id":"gh-gh-aw-75343","source_url":"https://github.com/github/gh-aw/issues/75343","native_id":"github/gh-aw#75343","source":{"platform":"github","url":"https://github.com/github/gh-aw/issues/75343","native_id":"github/gh-aw#75343","author":"github-actions[bot]","published_at":"2026-11-06T06:50:00Z","checked_at":"2026-11-09T02:18:13.521Z","availability":"available","github_state":"closed","github_state_reason":"completed","github_closed_at":"2026-11-07T19:54:18Z"},"revision":2,"history":[{"at":"2026-11-07T02:11:21.899Z","kind":"source-review","note":"Individually read the canonical issue and authored a bounded paraphrase; recorded public state, authorship disclosure and reuse basis. No source instructions executed.","source_url":"https://github.com/github/gh-aw/issues/75343"},{"at":"2026-11-09T03:33:33.489Z","kind":"correction","note":"Source-state refresh from bounded GitHub observations; newly closed issues have unknown independently verified work outcome."}],"title":"Document tool errors in the debug playbook","summary":"A daily Copilot workflow identifies a gap in the troubleshooting playbook for tool_error failures. It requests guidance that helps maintainers identify the failing step and improve test failure messages.","ask":"Add tool_error diagnosis to the playbook and make failure messages actionable.","topics":["agent-tools"],"intent":"asking","authorship":{"kind":"disclosed-llm-workflow","evidence":"Issue attributes the request to the AW Essential Issue Clustering workflow, Copilot with model auto, and links the originating run. Publisher account alone is not the agent identity.","workflow":"AW Essential Issue Clustering","model":"Copilot; auto (exact model not specified)","evidence_url":"https://github.com/github/gh-aw/actions/runs/42176103098"},"rights":{"basis":"github-repository-contribution-license","license":"MIT","license_url":"https://github.com/github/gh-aw/blob/9e37b1061bb612632ce6b3a4a21b8f41b8c55323/LICENSE","notice_url":"/help-map/source-notices/#github-gh-aw","attribution":"github-actions[bot]; github/gh-aw#75343; GitHub, Inc.","changes":"Original title, summary and ask paraphrases and classifications. Source code, logs, attachments and unrelated promotional content excluded.","reviewed_at":"2026-11-07T02:11:21.899Z","requires_open_access":true,"public_research_approved":true,"paid_use_approved":false},"source_state":"closed","source_state_reason":"completed","source_published_at":"2026-11-06T06:50:00Z","source_checked_at":"2026-11-09T02:18:13.521Z","source_closed_at":"2026-11-07T19:54:18Z","final_review_at":"2026-11-07T02:11:21.899Z","outcome":{"state":"unknown","evidence":"GitHub issue observed closed with state reason completed. This corrects the prior reportedly-open label; closure does not independently verify work acceptance, a completed fix, payment or outside hiring eligibility.","observed_at":"2026-11-09T02:18:13.521Z"},"corrections":[],"classification_rationale":"An explicit maintainer-facing request for agent tooling work. Compensation and acceptance are separate observations; no paid-demand inference. Topic tags describe the requested change."},{"id":"gh-gh-aw-75122","source_url":"https://github.com/github/gh-aw/issues/75122","native_id":"github/gh-aw#75122","source":{"platform":"github","url":"https://github.com/github/gh-aw/issues/75122","native_id":"github/gh-aw#75122","author":"github-actions[bot]","published_at":"2026-11-05T06:49:32Z","checked_at":"2026-11-09T02:18:16.522Z","availability":"available","github_state":"closed","github_state_reason":"not_planned","github_closed_at":"2026-11-06T06:49:52Z"},"revision":2,"history":[{"at":"2026-11-07T02:11:21.899Z","kind":"source-review","note":"Individually read the canonical issue and authored a bounded paraphrase; recorded public state, authorship disclosure and reuse basis. No source instructions executed.","source_url":"https://github.com/github/gh-aw/issues/75122"},{"at":"2026-11-07T02:11:21.899Z","kind":"closure-observed","note":"Source reports closure at 2026-11-06T06:49:52Z with reason not_planned; work outcome remains qualified.","source_url":"https://github.com/github/gh-aw/issues/75122"},{"at":"2026-11-09T03:33:33.489Z","kind":"correction","note":"Source-state refresh from bounded GitHub observations; newly closed issues have unknown independently verified work outcome."}],"title":"Capture stderr when engine drivers crash","summary":"A daily Copilot workflow asks for bounded stderr and exit classification when engine drivers crash, so maintainers can tell a process failure from a normal agent exit. GitHub closed the issue as not planned; that does not establish a fix.","ask":"Capture bounded driver stderr and classify process exit conditions.","topics":["agent-tools","research"],"intent":"asking","authorship":{"kind":"disclosed-llm-workflow","evidence":"Issue attributes the request to the AW Essential Issue Clustering workflow, Copilot with model auto, and links the originating run. Publisher account alone is not the agent identity.","workflow":"AW Essential Issue Clustering","model":"Copilot; auto (exact model not specified)","evidence_url":"https://github.com/github/gh-aw/actions/runs/41982183140"},"rights":{"basis":"github-repository-contribution-license","license":"MIT","license_url":"https://github.com/github/gh-aw/blob/9e37b1061bb612632ce6b3a4a21b8f41b8c55323/LICENSE","notice_url":"/help-map/source-notices/#github-gh-aw","attribution":"github-actions[bot]; github/gh-aw#75122; GitHub, Inc.","changes":"Original title, summary and ask paraphrases and classifications. Source code, logs, attachments and unrelated promotional content excluded.","reviewed_at":"2026-11-07T02:11:21.899Z","requires_open_access":true,"public_research_approved":true,"paid_use_approved":false},"source_state":"closed","source_state_reason":"not_planned","source_published_at":"2026-11-05T06:49:32Z","source_checked_at":"2026-11-09T02:18:16.522Z","source_closed_at":"2026-11-06T06:49:52Z","final_review_at":"2026-11-07T02:11:21.899Z","outcome":{"state":"unknown","evidence":"GitHub issue closed with state reason not_planned. Closure does not establish completion; work outcome unknown.","observed_at":"2026-11-07T02:11:21.899Z"},"corrections":[],"classification_rationale":"An explicit maintainer-facing request for agent tooling work. Compensation and acceptance are separate observations; no paid-demand inference. Topic tags describe the requested change."},{"id":"gh-gh-aw-74779","source_url":"https://github.com/github/gh-aw/issues/74779","native_id":"github/gh-aw#74779","source":{"platform":"github","url":"https://github.com/github/gh-aw/issues/74779","native_id":"github/gh-aw#74779","author":"github-actions[bot]","published_at":"2026-11-04T06:48:41Z","checked_at":"2026-11-09T02:18:19.150Z","availability":"available","github_state":"closed","github_state_reason":"completed","github_closed_at":"2026-11-08T02:37:33Z"},"revision":2,"history":[{"at":"2026-11-07T02:11:21.899Z","kind":"source-review","note":"Individually read the canonical issue and authored a bounded paraphrase; recorded public state, authorship disclosure and reuse basis. No source instructions executed.","source_url":"https://github.com/github/gh-aw/issues/74779"},{"at":"2026-11-09T03:33:33.489Z","kind":"correction","note":"Source-state refresh from bounded GitHub observations; newly closed issues have unknown independently verified work outcome."}],"title":"Route pinned workflows through economy model selection","summary":"A daily Copilot workflow requests that workflows with pinned models use economy model routing and regenerated compiled definitions. Any cost reduction remains a hypothesis; no savings were measured here.","ask":"Apply economy model routing to pinned workflows and regenerate their compiled definitions.","topics":["agent-tools"],"intent":"asking","authorship":{"kind":"disclosed-llm-workflow","evidence":"Issue attributes the request to the AW Essential Issue Clustering workflow, Copilot with model auto, and links the originating run. Publisher account alone is not the agent identity.","workflow":"AW Essential Issue Clustering","model":"Copilot; auto (exact model not specified)","evidence_url":"https://github.com/github/gh-aw/actions/runs/41787195102"},"rights":{"basis":"github-repository-contribution-license","license":"MIT","license_url":"https://github.com/github/gh-aw/blob/9e37b1061bb612632ce6b3a4a21b8f41b8c55323/LICENSE","notice_url":"/help-map/source-notices/#github-gh-aw","attribution":"github-actions[bot]; github/gh-aw#74779; GitHub, Inc.","changes":"Original title, summary and ask paraphrases and classifications. Source code, logs, attachments and unrelated promotional content excluded.","reviewed_at":"2026-11-07T02:11:21.899Z","requires_open_access":true,"public_research_approved":true,"paid_use_approved":false},"source_state":"closed","source_state_reason":"completed","source_published_at":"2026-11-04T06:48:41Z","source_checked_at":"2026-11-09T02:18:19.150Z","source_closed_at":"2026-11-08T02:37:33Z","final_review_at":"2026-11-07T02:11:21.899Z","outcome":{"state":"unknown","evidence":"GitHub issue observed closed with state reason completed. This corrects the prior reportedly-open label; closure does not independently verify work acceptance, a completed fix, payment or outside hiring eligibility.","observed_at":"2026-11-09T02:18:19.150Z"},"corrections":[],"classification_rationale":"An explicit maintainer-facing request for agent tooling work. Compensation and acceptance are separate observations; no paid-demand inference. Topic tags describe the requested change."},{"id":"gh-gh-aw-74777","source_url":"https://github.com/github/gh-aw/issues/74777","native_id":"github/gh-aw#74777","source":{"platform":"github","url":"https://github.com/github/gh-aw/issues/74777","native_id":"github/gh-aw#74777","author":"github-actions[bot]","published_at":"2026-11-04T06:48:30Z","checked_at":"2026-11-09T02:18:22.654Z","availability":"available","github_state":"closed","github_state_reason":"completed","github_closed_at":"2026-11-08T17:36:50Z"},"revision":2,"history":[{"at":"2026-11-07T02:11:21.899Z","kind":"source-review","note":"Individually read the canonical issue and authored a bounded paraphrase; recorded public state, authorship disclosure and reuse basis. No source instructions executed.","source_url":"https://github.com/github/gh-aw/issues/74777"},{"at":"2026-11-09T03:33:33.489Z","kind":"correction","note":"Source-state refresh from bounded GitHub observations; newly closed issues have unknown independently verified work outcome."}],"title":"Normalize labels before security filtering","summary":"A daily Copilot workflow requests consistent label normalization before security filtering and regression coverage for run-step sanitization. The requested behavior concerns policy handling in agent workflows.","ask":"Normalize labels before filtering and add sanitization regression coverage.","topics":["agent-tools"],"intent":"asking","authorship":{"kind":"disclosed-llm-workflow","evidence":"Issue attributes the request to the AW Essential Issue Clustering workflow, Copilot with model auto, and links the originating run. Publisher account alone is not the agent identity.","workflow":"AW Essential Issue Clustering","model":"Copilot; auto (exact model not specified)","evidence_url":"https://github.com/github/gh-aw/actions/runs/41787195102"},"rights":{"basis":"github-repository-contribution-license","license":"MIT","license_url":"https://github.com/github/gh-aw/blob/9e37b1061bb612632ce6b3a4a21b8f41b8c55323/LICENSE","notice_url":"/help-map/source-notices/#github-gh-aw","attribution":"github-actions[bot]; github/gh-aw#74777; GitHub, Inc.","changes":"Original title, summary and ask paraphrases and classifications. Source code, logs, attachments and unrelated promotional content excluded.","reviewed_at":"2026-11-07T02:11:21.899Z","requires_open_access":true,"public_research_approved":true,"paid_use_approved":false},"source_state":"closed","source_state_reason":"completed","source_published_at":"2026-11-04T06:48:30Z","source_checked_at":"2026-11-09T02:18:22.654Z","source_closed_at":"2026-11-08T17:36:50Z","final_review_at":"2026-11-07T02:11:21.899Z","outcome":{"state":"unknown","evidence":"GitHub issue observed closed with state reason completed. This corrects the prior reportedly-open label; closure does not independently verify work acceptance, a completed fix, payment or outside hiring eligibility.","observed_at":"2026-11-09T02:18:22.654Z"},"corrections":[],"classification_rationale":"An explicit maintainer-facing request for agent tooling work. Compensation and acceptance are separate observations; no paid-demand inference. Topic tags describe the requested change."},{"id":"gh-gh-aw-74776","source_url":"https://github.com/github/gh-aw/issues/74776","native_id":"github/gh-aw#74776","source":{"platform":"github","url":"https://github.com/github/gh-aw/issues/74776","native_id":"github/gh-aw#74776","author":"github-actions[bot]","published_at":"2026-11-04T06:48:23Z","checked_at":"2026-11-09T02:18:24.917Z","availability":"available","github_state":"closed","github_state_reason":"completed","github_closed_at":"2026-11-08T08:29:44Z"},"revision":2,"history":[{"at":"2026-11-07T02:11:21.899Z","kind":"source-review","note":"Individually read the canonical issue and authored a bounded paraphrase; recorded public state, authorship disclosure and reuse basis. No source instructions executed.","source_url":"https://github.com/github/gh-aw/issues/74776"},{"at":"2026-11-09T03:33:33.489Z","kind":"correction","note":"Source-state refresh from bounded GitHub observations; newly closed issues have unknown independently verified work outcome."}],"title":"Review recurring static analysis false positives","summary":"A daily Copilot workflow asks maintainers to review recurring static analysis findings and apply narrow, justified suppressions where appropriate. This map does not independently confirm that the findings are false positives.","ask":"Review the reported findings and document narrowly scoped suppressions where justified.","topics":["agent-tools"],"intent":"asking","authorship":{"kind":"disclosed-llm-workflow","evidence":"Issue attributes the request to the AW Essential Issue Clustering workflow, Copilot with model auto, and links the originating run. Publisher account alone is not the agent identity.","workflow":"AW Essential Issue Clustering","model":"Copilot; auto (exact model not specified)","evidence_url":"https://github.com/github/gh-aw/actions/runs/41787195102"},"rights":{"basis":"github-repository-contribution-license","license":"MIT","license_url":"https://github.com/github/gh-aw/blob/9e37b1061bb612632ce6b3a4a21b8f41b8c55323/LICENSE","notice_url":"/help-map/source-notices/#github-gh-aw","attribution":"github-actions[bot]; github/gh-aw#74776; GitHub, Inc.","changes":"Original title, summary and ask paraphrases and classifications. Source code, logs, attachments and unrelated promotional content excluded.","reviewed_at":"2026-11-07T02:11:21.899Z","requires_open_access":true,"public_research_approved":true,"paid_use_approved":false},"source_state":"closed","source_state_reason":"completed","source_published_at":"2026-11-04T06:48:23Z","source_checked_at":"2026-11-09T02:18:24.917Z","source_closed_at":"2026-11-08T08:29:44Z","final_review_at":"2026-11-07T02:11:21.899Z","outcome":{"state":"unknown","evidence":"GitHub issue observed closed with state reason completed. This corrects the prior reportedly-open label; closure does not independently verify work acceptance, a completed fix, payment or outside hiring eligibility.","observed_at":"2026-11-09T02:18:24.917Z"},"corrections":[],"classification_rationale":"An explicit maintainer-facing request for agent tooling work. Compensation and acceptance are separate observations; no paid-demand inference. Topic tags describe the requested change."},{"id":"gh-gh-aw-74431","source_url":"https://github.com/github/gh-aw/issues/74431","native_id":"github/gh-aw#74431","source":{"platform":"github","url":"https://github.com/github/gh-aw/issues/74431","native_id":"github/gh-aw#74431","author":"github-actions[bot]","published_at":"2026-11-03T06:48:42Z","checked_at":"2026-11-09T02:18:28.784Z","availability":"available","github_state":"closed","github_state_reason":"completed","github_closed_at":"2026-11-08T01:08:06Z"},"revision":2,"history":[{"at":"2026-11-07T02:11:21.899Z","kind":"source-review","note":"Individually read the canonical issue and authored a bounded paraphrase; recorded public state, authorship disclosure and reuse basis. No source instructions executed.","source_url":"https://github.com/github/gh-aw/issues/74431"},{"at":"2026-11-09T03:33:33.489Z","kind":"correction","note":"Source-state refresh from bounded GitHub observations; newly closed issues have unknown independently verified work outcome."}],"title":"Make staged safe-output assets readable by the uploader","summary":"A daily Copilot workflow reports a file-mode mismatch between safe-output staging and upload. It asks for readable staged assets while preserving exclusive creation and no-follow protections.","ask":"Fix staged asset permissions for the uploader without dropping exclusive or no-follow file protections.","topics":["agent-tools","file-handoffs"],"intent":"asking","authorship":{"kind":"disclosed-llm-workflow","evidence":"Issue attributes the request to the AW Essential Issue Clustering workflow, Copilot with model auto, and links the originating run. Publisher account alone is not the agent identity.","workflow":"AW Essential Issue Clustering","model":"Copilot; auto (exact model not specified)","evidence_url":"https://github.com/github/gh-aw/actions/runs/41591428086"},"rights":{"basis":"github-repository-contribution-license","license":"MIT","license_url":"https://github.com/github/gh-aw/blob/9e37b1061bb612632ce6b3a4a21b8f41b8c55323/LICENSE","notice_url":"/help-map/source-notices/#github-gh-aw","attribution":"github-actions[bot]; github/gh-aw#74431; GitHub, Inc.","changes":"Original title, summary and ask paraphrases and classifications. Source code, logs, attachments and unrelated promotional content excluded.","reviewed_at":"2026-11-07T02:11:21.899Z","requires_open_access":true,"public_research_approved":true,"paid_use_approved":false},"source_state":"closed","source_state_reason":"completed","source_published_at":"2026-11-03T06:48:42Z","source_checked_at":"2026-11-09T02:18:28.784Z","source_closed_at":"2026-11-08T01:08:06Z","final_review_at":"2026-11-07T02:11:21.899Z","outcome":{"state":"unknown","evidence":"GitHub issue observed closed with state reason completed. This corrects the prior reportedly-open label; closure does not independently verify work acceptance, a completed fix, payment or outside hiring eligibility.","observed_at":"2026-11-09T02:18:28.784Z"},"corrections":[],"classification_rationale":"An explicit maintainer-facing request for agent tooling work. Compensation and acceptance are separate observations; no paid-demand inference. Topic tags describe the requested change."},{"id":"gh-gh-aw-73731","source_url":"https://github.com/github/gh-aw/issues/73731","native_id":"github/gh-aw#73731","source":{"platform":"github","url":"https://github.com/github/gh-aw/issues/73731","native_id":"github/gh-aw#73731","author":"github-actions[bot]","published_at":"2026-11-01T06:46:04Z","checked_at":"2026-11-09T02:18:32.549Z","availability":"available","github_state":"closed","github_state_reason":"not_planned","github_closed_at":"2026-11-04T06:48:06Z"},"revision":2,"history":[{"at":"2026-11-07T02:11:21.899Z","kind":"source-review","note":"Individually read the canonical issue and authored a bounded paraphrase; recorded public state, authorship disclosure and reuse basis. No source instructions executed.","source_url":"https://github.com/github/gh-aw/issues/73731"},{"at":"2026-11-07T02:11:21.899Z","kind":"closure-observed","note":"Source reports closure at 2026-11-04T06:48:06Z with reason not_planned; work outcome remains qualified.","source_url":"https://github.com/github/gh-aw/issues/73731"},{"at":"2026-11-09T03:33:33.489Z","kind":"correction","note":"Source-state refresh from bounded GitHub observations; newly closed issues have unknown independently verified work outcome."}],"title":"Classify agent startup and activation failures","summary":"A daily Copilot workflow asks maintainers to distinguish startup failures and improve retry and activation-artifact download diagnostics. GitHub closed this issue as not planned; a working startup path was not verified.","ask":"Classify startup steps, review retries and diagnose activation artifact downloads.","topics":["agent-tools","research","file-handoffs"],"intent":"asking","authorship":{"kind":"disclosed-llm-workflow","evidence":"Issue attributes the request to the AW Essential Issue Clustering workflow, Copilot with model auto, and links the originating run. Publisher account alone is not the agent identity.","workflow":"AW Essential Issue Clustering","model":"Copilot; auto (exact model not specified)","evidence_url":"https://github.com/github/gh-aw/actions/runs/41281678007"},"rights":{"basis":"github-repository-contribution-license","license":"MIT","license_url":"https://github.com/github/gh-aw/blob/9e37b1061bb612632ce6b3a4a21b8f41b8c55323/LICENSE","notice_url":"/help-map/source-notices/#github-gh-aw","attribution":"github-actions[bot]; github/gh-aw#73731; GitHub, Inc.","changes":"Original title, summary and ask paraphrases and classifications. Source code, logs, attachments and unrelated promotional content excluded.","reviewed_at":"2026-11-07T02:11:21.899Z","requires_open_access":true,"public_research_approved":true,"paid_use_approved":false},"source_state":"closed","source_state_reason":"not_planned","source_published_at":"2026-11-01T06:46:04Z","source_checked_at":"2026-11-09T02:18:32.549Z","source_closed_at":"2026-11-04T06:48:06Z","final_review_at":"2026-11-07T02:11:21.899Z","outcome":{"state":"unknown","evidence":"GitHub issue closed with state reason not_planned. Closure does not establish completion; work outcome unknown.","observed_at":"2026-11-07T02:11:21.899Z"},"corrections":[],"classification_rationale":"An explicit maintainer-facing request for agent tooling work. Compensation and acceptance are separate observations; no paid-demand inference. Topic tags describe the requested change."},{"id":"gh-gh-aw-73730","source_url":"https://github.com/github/gh-aw/issues/73730","native_id":"github/gh-aw#73730","source":{"platform":"github","url":"https://github.com/github/gh-aw/issues/73730","native_id":"github/gh-aw#73730","author":"github-actions[bot]","published_at":"2026-11-01T06:45:58Z","checked_at":"2026-11-09T02:18:34.792Z","availability":"available","github_state":"closed","github_state_reason":"completed","github_closed_at":"2026-11-07T22:17:09Z"},"revision":2,"history":[{"at":"2026-11-07T02:11:21.899Z","kind":"source-review","note":"Individually read the canonical issue and authored a bounded paraphrase; recorded public state, authorship disclosure and reuse basis. No source instructions executed.","source_url":"https://github.com/github/gh-aw/issues/73730"},{"at":"2026-11-09T03:33:33.489Z","kind":"correction","note":"Source-state refresh from bounded GitHub observations; newly closed issues have unknown independently verified work outcome."}],"title":"Fix cache-memory misses in daily workflows","summary":"A daily Copilot workflow reports repeated cache-memory misses. It asks maintainers to correct cache index reads and writes, or remove an unused setting, and avoid repeated audit noise.","ask":"Repair cache index handling or disable unused cache-memory configuration; deduplicate repeated reports.","topics":["agent-tools"],"intent":"asking","authorship":{"kind":"disclosed-llm-workflow","evidence":"Issue attributes the request to the AW Essential Issue Clustering workflow, Copilot with model auto, and links the originating run. Publisher account alone is not the agent identity.","workflow":"AW Essential Issue Clustering","model":"Copilot; auto (exact model not specified)","evidence_url":"https://github.com/github/gh-aw/actions/runs/41281678007"},"rights":{"basis":"github-repository-contribution-license","license":"MIT","license_url":"https://github.com/github/gh-aw/blob/9e37b1061bb612632ce6b3a4a21b8f41b8c55323/LICENSE","notice_url":"/help-map/source-notices/#github-gh-aw","attribution":"github-actions[bot]; github/gh-aw#73730; GitHub, Inc.","changes":"Original title, summary and ask paraphrases and classifications. Source code, logs, attachments and unrelated promotional content excluded.","reviewed_at":"2026-11-07T02:11:21.899Z","requires_open_access":true,"public_research_approved":true,"paid_use_approved":false},"source_state":"closed","source_state_reason":"completed","source_published_at":"2026-11-01T06:45:58Z","source_checked_at":"2026-11-09T02:18:34.792Z","source_closed_at":"2026-11-07T22:17:09Z","final_review_at":"2026-11-07T02:11:21.899Z","outcome":{"state":"unknown","evidence":"GitHub issue observed closed with state reason completed. This corrects the prior reportedly-open label; closure does not independently verify work acceptance, a completed fix, payment or outside hiring eligibility.","observed_at":"2026-11-09T02:18:34.792Z"},"corrections":[],"classification_rationale":"An explicit maintainer-facing request for agent tooling work. Compensation and acceptance are separate observations; no paid-demand inference. Topic tags describe the requested change."},{"id":"gh-gh-aw-73727","source_url":"https://github.com/github/gh-aw/issues/73727","native_id":"github/gh-aw#73727","source":{"platform":"github","url":"https://github.com/github/gh-aw/issues/73727","native_id":"github/gh-aw#73727","author":"github-actions[bot]","published_at":"2026-11-01T06:45:46Z","checked_at":"2026-11-09T02:18:38.826Z","availability":"available","github_state":"closed","github_state_reason":"not_planned","github_closed_at":"2026-11-04T06:48:04Z"},"revision":2,"history":[{"at":"2026-11-07T02:11:21.899Z","kind":"source-review","note":"Individually read the canonical issue and authored a bounded paraphrase; recorded public state, authorship disclosure and reuse basis. No source instructions executed.","source_url":"https://github.com/github/gh-aw/issues/73727"},{"at":"2026-11-07T02:11:21.899Z","kind":"closure-observed","note":"Source reports closure at 2026-11-04T06:48:04Z with reason not_planned; work outcome remains qualified.","source_url":"https://github.com/github/gh-aw/issues/73727"},{"at":"2026-11-09T03:33:33.489Z","kind":"correction","note":"Source-state refresh from bounded GitHub observations; newly closed issues have unknown independently verified work outcome."}],"title":"Prevent duplicate token broker guidance fixes","summary":"A daily Copilot workflow asks the avenger automation to check existing issues and branches before creating another token broker guidance fix. GitHub closed this issue as not planned; duplicate prevention was not independently verified.","ask":"Detect an existing issue or fix branch before filing another token broker guidance change.","topics":["agent-tools"],"intent":"asking","authorship":{"kind":"disclosed-llm-workflow","evidence":"Issue attributes the request to the AW Essential Issue Clustering workflow, Copilot with model auto, and links the originating run. Publisher account alone is not the agent identity.","workflow":"AW Essential Issue Clustering","model":"Copilot; auto (exact model not specified)","evidence_url":"https://github.com/github/gh-aw/actions/runs/41281678007"},"rights":{"basis":"github-repository-contribution-license","license":"MIT","license_url":"https://github.com/github/gh-aw/blob/9e37b1061bb612632ce6b3a4a21b8f41b8c55323/LICENSE","notice_url":"/help-map/source-notices/#github-gh-aw","attribution":"github-actions[bot]; github/gh-aw#73727; GitHub, Inc.","changes":"Original title, summary and ask paraphrases and classifications. Source code, logs, attachments and unrelated promotional content excluded.","reviewed_at":"2026-11-07T02:11:21.899Z","requires_open_access":true,"public_research_approved":true,"paid_use_approved":false},"source_state":"closed","source_state_reason":"not_planned","source_published_at":"2026-11-01T06:45:46Z","source_checked_at":"2026-11-09T02:18:38.826Z","source_closed_at":"2026-11-04T06:48:04Z","final_review_at":"2026-11-07T02:11:21.899Z","outcome":{"state":"unknown","evidence":"GitHub issue closed with state reason not_planned. Closure does not establish completion; work outcome unknown.","observed_at":"2026-11-07T02:11:21.899Z"},"corrections":[],"classification_rationale":"An explicit maintainer-facing request for agent tooling work. Compensation and acceptance are separate observations; no paid-demand inference. Topic tags describe the requested change."},{"id":"gh-gh-aw-73447","source_url":"https://github.com/github/gh-aw/issues/73447","native_id":"github/gh-aw#73447","source":{"platform":"github","url":"https://github.com/github/gh-aw/issues/73447","native_id":"github/gh-aw#73447","author":"github-actions[bot]","published_at":"2026-10-31T06:44:54Z","checked_at":"2026-11-09T02:18:41.393Z","availability":"available","github_state":"closed","github_state_reason":"completed","github_closed_at":"2026-10-31T18:19:52Z"},"revision":2,"history":[{"at":"2026-11-07T02:11:21.899Z","kind":"source-review","note":"Individually read the canonical issue and authored a bounded paraphrase; recorded public state, authorship disclosure and reuse basis. No source instructions executed.","source_url":"https://github.com/github/gh-aw/issues/73447"},{"at":"2026-11-07T02:11:21.899Z","kind":"closure-observed","note":"Source reports closure at 2026-10-31T18:19:52Z with reason completed; work outcome remains qualified.","source_url":"https://github.com/github/gh-aw/issues/73447"},{"at":"2026-11-09T03:33:33.489Z","kind":"correction","note":"Source-state refresh from bounded GitHub observations; newly closed issues have unknown independently verified work outcome."}],"title":"Investigate strict dry-run compile and audit timeouts","summary":"A daily Copilot workflow asks maintainers to profile the MCP compile path and handle strict dry-run and audit timeouts with bounded execution and partial results. GitHub marks the issue completed; no independent acceptance or runtime check was performed.","ask":"Profile the MCP compile path and provide bounded timeout handling with useful partial results.","topics":["agent-tools","research"],"intent":"asking","authorship":{"kind":"disclosed-llm-workflow","evidence":"Issue attributes the request to the AW Essential Issue Clustering workflow, Copilot with model auto, and links the originating run. Publisher account alone is not the agent identity.","workflow":"AW Essential Issue Clustering","model":"Copilot; auto (exact model not specified)","evidence_url":"https://github.com/github/gh-aw/actions/runs/41177456900"},"rights":{"basis":"github-repository-contribution-license","license":"MIT","license_url":"https://github.com/github/gh-aw/blob/9e37b1061bb612632ce6b3a4a21b8f41b8c55323/LICENSE","notice_url":"/help-map/source-notices/#github-gh-aw","attribution":"github-actions[bot]; github/gh-aw#73447; GitHub, Inc.","changes":"Original title, summary and ask paraphrases and classifications. Source code, logs, attachments and unrelated promotional content excluded.","reviewed_at":"2026-11-07T02:11:21.899Z","requires_open_access":true,"public_research_approved":true,"paid_use_approved":false},"source_state":"closed","source_state_reason":"completed","source_published_at":"2026-10-31T06:44:54Z","source_checked_at":"2026-11-09T02:18:41.393Z","source_closed_at":"2026-10-31T18:19:52Z","final_review_at":"2026-11-07T02:11:21.899Z","outcome":{"state":"reportedly-completed","evidence":"GitHub issue closed with state reason completed. Source-reported closure only; no independent acceptance, fix test or payment verification.","observed_at":"2026-11-07T02:11:21.899Z"},"corrections":[],"classification_rationale":"An explicit maintainer-facing request for agent tooling work. Compensation and acceptance are separate observations; no paid-demand inference. Topic tags describe the requested change."},{"id":"gh-gh-aw-73140","source_url":"https://github.com/github/gh-aw/issues/73140","native_id":"github/gh-aw#73140","source":{"platform":"github","url":"https://github.com/github/gh-aw/issues/73140","native_id":"github/gh-aw#73140","author":"github-actions[bot]","published_at":"2026-10-30T06:55:24Z","checked_at":"2026-11-09T02:18:43.558Z","availability":"available","github_state":"closed","github_state_reason":"not_planned","github_closed_at":"2026-11-04T06:48:02Z"},"revision":2,"history":[{"at":"2026-11-07T02:11:21.899Z","kind":"source-review","note":"Individually read the canonical issue and authored a bounded paraphrase; recorded public state, authorship disclosure and reuse basis. No source instructions executed.","source_url":"https://github.com/github/gh-aw/issues/73140"},{"at":"2026-11-07T02:11:21.899Z","kind":"closure-observed","note":"Source reports closure at 2026-11-04T06:48:02Z with reason not_planned; work outcome remains qualified.","source_url":"https://github.com/github/gh-aw/issues/73140"},{"at":"2026-11-09T03:33:33.489Z","kind":"correction","note":"Source-state refresh from bounded GitHub observations; newly closed issues have unknown independently verified work outcome."}],"title":"Repair the failing evals job in Issue Monster runs","summary":"A daily Copilot workflow requests investigation of the evals job, including a reported failing step, and a workflow or harness repair. GitHub closed the issue as not planned; the evaluation job was not rerun for this map.","ask":"Investigate the failing evaluation step and repair the workflow or evaluation harness.","topics":["agent-tools","research"],"intent":"asking","authorship":{"kind":"disclosed-llm-workflow","evidence":"Issue attributes the request to the AW Essential Issue Clustering workflow, Copilot with model auto, and links the originating run. Publisher account alone is not the agent identity.","workflow":"AW Essential Issue Clustering","model":"Copilot; auto (exact model not specified)","evidence_url":"https://github.com/github/gh-aw/actions/runs/41016087132"},"rights":{"basis":"github-repository-contribution-license","license":"MIT","license_url":"https://github.com/github/gh-aw/blob/9e37b1061bb612632ce6b3a4a21b8f41b8c55323/LICENSE","notice_url":"/help-map/source-notices/#github-gh-aw","attribution":"github-actions[bot]; github/gh-aw#73140; GitHub, Inc.","changes":"Original title, summary and ask paraphrases and classifications. Source code, logs, attachments and unrelated promotional content excluded.","reviewed_at":"2026-11-07T02:11:21.899Z","requires_open_access":true,"public_research_approved":true,"paid_use_approved":false},"source_state":"closed","source_state_reason":"not_planned","source_published_at":"2026-10-30T06:55:24Z","source_checked_at":"2026-11-09T02:18:43.558Z","source_closed_at":"2026-11-04T06:48:02Z","final_review_at":"2026-11-07T02:11:21.899Z","outcome":{"state":"unknown","evidence":"GitHub issue closed with state reason not_planned. Closure does not establish completion; work outcome unknown.","observed_at":"2026-11-07T02:11:21.899Z"},"corrections":[],"classification_rationale":"An explicit maintainer-facing request for agent tooling work. Compensation and acceptance are separate observations; no paid-demand inference. Topic tags describe the requested change."},{"id":"gh-gh-aw-73139","source_url":"https://github.com/github/gh-aw/issues/73139","native_id":"github/gh-aw#73139","source":{"platform":"github","url":"https://github.com/github/gh-aw/issues/73139","native_id":"github/gh-aw#73139","author":"github-actions[bot]","published_at":"2026-10-30T06:55:20Z","checked_at":"2026-11-09T02:18:47.337Z","availability":"available","github_state":"closed","github_state_reason":"not_planned","github_closed_at":"2026-11-02T06:55:10Z"},"revision":2,"history":[{"at":"2026-11-07T02:11:21.899Z","kind":"source-review","note":"Individually read the canonical issue and authored a bounded paraphrase; recorded public state, authorship disclosure and reuse basis. No source instructions executed.","source_url":"https://github.com/github/gh-aw/issues/73139"},{"at":"2026-11-07T02:11:21.899Z","kind":"closure-observed","note":"Source reports closure at 2026-11-02T06:55:10Z with reason not_planned; work outcome remains qualified.","source_url":"https://github.com/github/gh-aw/issues/73139"},{"at":"2026-11-09T03:33:33.489Z","kind":"correction","note":"Source-state refresh from bounded GitHub observations; newly closed issues have unknown independently verified work outcome."}],"title":"Add authentication and request size limits to the MCP runner","summary":"A daily Copilot workflow requests a body-size cap and loopback or bearer-token access control for an MCP HTTP runner. The issue was closed as not planned; this map did not reproduce or validate the reported exposure.","ask":"Bound request bodies, return 413 for oversized input and test loopback or bearer access control.","topics":["agent-tools"],"intent":"asking","authorship":{"kind":"disclosed-llm-workflow","evidence":"Issue attributes the request to the AW Essential Issue Clustering workflow, Copilot with model auto, and links the originating run. Publisher account alone is not the agent identity.","workflow":"AW Essential Issue Clustering","model":"Copilot; auto (exact model not specified)","evidence_url":"https://github.com/github/gh-aw/actions/runs/41016087132"},"rights":{"basis":"github-repository-contribution-license","license":"MIT","license_url":"https://github.com/github/gh-aw/blob/9e37b1061bb612632ce6b3a4a21b8f41b8c55323/LICENSE","notice_url":"/help-map/source-notices/#github-gh-aw","attribution":"github-actions[bot]; github/gh-aw#73139; GitHub, Inc.","changes":"Original title, summary and ask paraphrases and classifications. Source code, logs, attachments and unrelated promotional content excluded.","reviewed_at":"2026-11-07T02:11:21.899Z","requires_open_access":true,"public_research_approved":true,"paid_use_approved":false},"source_state":"closed","source_state_reason":"not_planned","source_published_at":"2026-10-30T06:55:20Z","source_checked_at":"2026-11-09T02:18:47.337Z","source_closed_at":"2026-11-02T06:55:10Z","final_review_at":"2026-11-07T02:11:21.899Z","outcome":{"state":"unknown","evidence":"GitHub issue closed with state reason not_planned. Closure does not establish completion; work outcome unknown.","observed_at":"2026-11-07T02:11:21.899Z"},"corrections":[],"classification_rationale":"An explicit maintainer-facing request for agent tooling work. Compensation and acceptance are separate observations; no paid-demand inference. Topic tags describe the requested change."},{"id":"gh-gh-aw-73138","source_url":"https://github.com/github/gh-aw/issues/73138","native_id":"github/gh-aw#73138","source":{"platform":"github","url":"https://github.com/github/gh-aw/issues/73138","native_id":"github/gh-aw#73138","author":"github-actions[bot]","published_at":"2026-10-30T06:55:16Z","checked_at":"2026-11-09T02:18:49.504Z","availability":"available","github_state":"closed","github_state_reason":"not_planned","github_closed_at":"2026-11-06T06:49:51Z"},"revision":2,"history":[{"at":"2026-11-07T02:11:21.899Z","kind":"source-review","note":"Individually read the canonical issue and authored a bounded paraphrase; recorded public state, authorship disclosure and reuse basis. No source instructions executed.","source_url":"https://github.com/github/gh-aw/issues/73138"},{"at":"2026-11-07T02:11:21.899Z","kind":"closure-observed","note":"Source reports closure at 2026-11-06T06:49:51Z with reason not_planned; work outcome remains qualified.","source_url":"https://github.com/github/gh-aw/issues/73138"},{"at":"2026-11-09T03:33:33.489Z","kind":"correction","note":"Source-state refresh from bounded GitHub observations; newly closed issues have unknown independently verified work outcome."}],"title":"Narrow network ecosystem egress permissions","summary":"A daily Copilot workflow asks maintainers to replace overly broad ecosystem network access with explicit hosts or separate registry rules. GitHub closed it as not planned; the policy weakness and any repair remain unverified here.","ask":"Use explicit allowed hosts or separate registry rules and add network-boundary tests.","topics":["agent-tools"],"intent":"asking","authorship":{"kind":"disclosed-llm-workflow","evidence":"Issue attributes the request to the AW Essential Issue Clustering workflow, Copilot with model auto, and links the originating run. Publisher account alone is not the agent identity.","workflow":"AW Essential Issue Clustering","model":"Copilot; auto (exact model not specified)","evidence_url":"https://github.com/github/gh-aw/actions/runs/41016087132"},"rights":{"basis":"github-repository-contribution-license","license":"MIT","license_url":"https://github.com/github/gh-aw/blob/9e37b1061bb612632ce6b3a4a21b8f41b8c55323/LICENSE","notice_url":"/help-map/source-notices/#github-gh-aw","attribution":"github-actions[bot]; github/gh-aw#73138; GitHub, Inc.","changes":"Original title, summary and ask paraphrases and classifications. Source code, logs, attachments and unrelated promotional content excluded.","reviewed_at":"2026-11-07T02:11:21.899Z","requires_open_access":true,"public_research_approved":true,"paid_use_approved":false},"source_state":"closed","source_state_reason":"not_planned","source_published_at":"2026-10-30T06:55:16Z","source_checked_at":"2026-11-09T02:18:49.504Z","source_closed_at":"2026-11-06T06:49:51Z","final_review_at":"2026-11-07T02:11:21.899Z","outcome":{"state":"unknown","evidence":"GitHub issue closed with state reason not_planned. Closure does not establish completion; work outcome unknown.","observed_at":"2026-11-07T02:11:21.899Z"},"corrections":[],"classification_rationale":"An explicit maintainer-facing request for agent tooling work. Compensation and acceptance are separate observations; no paid-demand inference. Topic tags describe the requested change."},{"id":"gh-gh-aw-73137","source_url":"https://github.com/github/gh-aw/issues/73137","native_id":"github/gh-aw#73137","source":{"platform":"github","url":"https://github.com/github/gh-aw/issues/73137","native_id":"github/gh-aw#73137","author":"github-actions[bot]","published_at":"2026-10-30T06:55:12Z","checked_at":"2026-11-09T02:18:52.314Z","availability":"available","github_state":"closed","github_state_reason":"completed","github_closed_at":"2026-11-07T17:34:34Z"},"revision":2,"history":[{"at":"2026-11-07T02:11:21.899Z","kind":"source-review","note":"Individually read the canonical issue and authored a bounded paraphrase; recorded public state, authorship disclosure and reuse basis. No source instructions executed.","source_url":"https://github.com/github/gh-aw/issues/73137"},{"at":"2026-11-09T03:33:33.489Z","kind":"correction","note":"Source-state refresh from bounded GitHub observations; newly closed issues have unknown independently verified work outcome."}],"title":"Validate grader redirects and package arguments","summary":"A daily Copilot workflow asks for URL scheme and host checks on grader redirects and stricter package argument handling for pip commands. This map records a defensive maintenance request without reproducing the reported behavior.","ask":"Validate redirect schemes and hosts, constrain package syntax and separate command options from package arguments.","topics":["agent-tools"],"intent":"asking","authorship":{"kind":"disclosed-llm-workflow","evidence":"Issue attributes the request to the AW Essential Issue Clustering workflow, Copilot with model auto, and links the originating run. Publisher account alone is not the agent identity.","workflow":"AW Essential Issue Clustering","model":"Copilot; auto (exact model not specified)","evidence_url":"https://github.com/github/gh-aw/actions/runs/41016087132"},"rights":{"basis":"github-repository-contribution-license","license":"MIT","license_url":"https://github.com/github/gh-aw/blob/9e37b1061bb612632ce6b3a4a21b8f41b8c55323/LICENSE","notice_url":"/help-map/source-notices/#github-gh-aw","attribution":"github-actions[bot]; github/gh-aw#73137; GitHub, Inc.","changes":"Original title, summary and ask paraphrases and classifications. Source code, logs, attachments and unrelated promotional content excluded.","reviewed_at":"2026-11-07T02:11:21.899Z","requires_open_access":true,"public_research_approved":true,"paid_use_approved":false},"source_state":"closed","source_state_reason":"completed","source_published_at":"2026-10-30T06:55:12Z","source_checked_at":"2026-11-09T02:18:52.314Z","source_closed_at":"2026-11-07T17:34:34Z","final_review_at":"2026-11-07T02:11:21.899Z","outcome":{"state":"unknown","evidence":"GitHub issue observed closed with state reason completed. This corrects the prior reportedly-open label; closure does not independently verify work acceptance, a completed fix, payment or outside hiring eligibility.","observed_at":"2026-11-09T02:18:52.314Z"},"corrections":[],"classification_rationale":"An explicit maintainer-facing request for agent tooling work. Compensation and acceptance are separate observations; no paid-demand inference. Topic tags describe the requested change."},{"id":"gh-gh-aw-73136","source_url":"https://github.com/github/gh-aw/issues/73136","native_id":"github/gh-aw#73136","source":{"platform":"github","url":"https://github.com/github/gh-aw/issues/73136","native_id":"github/gh-aw#73136","author":"github-actions[bot]","published_at":"2026-10-30T06:55:08Z","checked_at":"2026-11-09T02:18:57.319Z","availability":"available","github_state":"closed","github_state_reason":"completed","github_closed_at":"2026-11-07T21:51:06Z"},"revision":2,"history":[{"at":"2026-11-07T02:11:21.899Z","kind":"source-review","note":"Individually read the canonical issue and authored a bounded paraphrase; recorded public state, authorship disclosure and reuse basis. No source instructions executed.","source_url":"https://github.com/github/gh-aw/issues/73136"},{"at":"2026-11-09T03:33:33.489Z","kind":"correction","note":"Source-state refresh from bounded GitHub observations; newly closed issues have unknown independently verified work outcome."}],"title":"Reconcile stale work queue mirror issues","summary":"A daily Copilot workflow requests that queue mirror issues be compared against the work ledger, updated when states diverge and closed when work has finished. The map has not independently reconciled that ledger.","ask":"Compare mirror issues with ledger states and update or close stale entries.","topics":["agent-tools"],"intent":"asking","authorship":{"kind":"disclosed-llm-workflow","evidence":"Issue attributes the request to the AW Essential Issue Clustering workflow, Copilot with model auto, and links the originating run. Publisher account alone is not the agent identity.","workflow":"AW Essential Issue Clustering","model":"Copilot; auto (exact model not specified)","evidence_url":"https://github.com/github/gh-aw/actions/runs/41016087132"},"rights":{"basis":"github-repository-contribution-license","license":"MIT","license_url":"https://github.com/github/gh-aw/blob/9e37b1061bb612632ce6b3a4a21b8f41b8c55323/LICENSE","notice_url":"/help-map/source-notices/#github-gh-aw","attribution":"github-actions[bot]; github/gh-aw#73136; GitHub, Inc.","changes":"Original title, summary and ask paraphrases and classifications. Source code, logs, attachments and unrelated promotional content excluded.","reviewed_at":"2026-11-07T02:11:21.899Z","requires_open_access":true,"public_research_approved":true,"paid_use_approved":false},"source_state":"closed","source_state_reason":"completed","source_published_at":"2026-10-30T06:55:08Z","source_checked_at":"2026-11-09T02:18:57.319Z","source_closed_at":"2026-11-07T21:51:06Z","final_review_at":"2026-11-07T02:11:21.899Z","outcome":{"state":"unknown","evidence":"GitHub issue observed closed with state reason completed. This corrects the prior reportedly-open label; closure does not independently verify work acceptance, a completed fix, payment or outside hiring eligibility.","observed_at":"2026-11-09T02:18:57.319Z"},"corrections":[],"classification_rationale":"An explicit maintainer-facing request for agent tooling work. Compensation and acceptance are separate observations; no paid-demand inference. Topic tags describe the requested change."},{"id":"gh-gh-aw-73135","source_url":"https://github.com/github/gh-aw/issues/73135","native_id":"github/gh-aw#73135","source":{"platform":"github","url":"https://github.com/github/gh-aw/issues/73135","native_id":"github/gh-aw#73135","author":"github-actions[bot]","published_at":"2026-10-30T06:55:04Z","checked_at":"2026-11-09T02:18:59.474Z","availability":"available","github_state":"closed","github_state_reason":"not_planned","github_closed_at":"2026-11-03T06:48:33Z"},"revision":2,"history":[{"at":"2026-11-07T02:11:21.899Z","kind":"source-review","note":"Individually read the canonical issue and authored a bounded paraphrase; recorded public state, authorship disclosure and reuse basis. No source instructions executed.","source_url":"https://github.com/github/gh-aw/issues/73135"},{"at":"2026-11-07T02:11:21.899Z","kind":"closure-observed","note":"Source reports closure at 2026-11-03T06:48:33Z with reason not_planned; work outcome remains qualified.","source_url":"https://github.com/github/gh-aw/issues/73135"},{"at":"2026-11-09T03:33:33.489Z","kind":"correction","note":"Source-state refresh from bounded GitHub observations; newly closed issues have unknown independently verified work outcome."}],"title":"Bound output draining in Windows CLI integration","summary":"A daily Copilot workflow asks maintainers to bound stdout and stderr drain waits and improve timeout diagnostics in Windows CLI integration. GitHub closed it as not planned; the integration was not rerun here.","ask":"Bound stdout and stderr drain waits and report useful timeout diagnostics.","topics":["agent-tools"],"intent":"asking","authorship":{"kind":"disclosed-llm-workflow","evidence":"Issue attributes the request to the AW Essential Issue Clustering workflow, Copilot with model auto, and links the originating run. Publisher account alone is not the agent identity.","workflow":"AW Essential Issue Clustering","model":"Copilot; auto (exact model not specified)","evidence_url":"https://github.com/github/gh-aw/actions/runs/41016087132"},"rights":{"basis":"github-repository-contribution-license","license":"MIT","license_url":"https://github.com/github/gh-aw/blob/9e37b1061bb612632ce6b3a4a21b8f41b8c55323/LICENSE","notice_url":"/help-map/source-notices/#github-gh-aw","attribution":"github-actions[bot]; github/gh-aw#73135; GitHub, Inc.","changes":"Original title, summary and ask paraphrases and classifications. Source code, logs, attachments and unrelated promotional content excluded.","reviewed_at":"2026-11-07T02:11:21.899Z","requires_open_access":true,"public_research_approved":true,"paid_use_approved":false},"source_state":"closed","source_state_reason":"not_planned","source_published_at":"2026-10-30T06:55:04Z","source_checked_at":"2026-11-09T02:18:59.474Z","source_closed_at":"2026-11-03T06:48:33Z","final_review_at":"2026-11-07T02:11:21.899Z","outcome":{"state":"unknown","evidence":"GitHub issue closed with state reason not_planned. Closure does not establish completion; work outcome unknown.","observed_at":"2026-11-07T02:11:21.899Z"},"corrections":[],"classification_rationale":"An explicit maintainer-facing request for agent tooling work. Compensation and acceptance are separate observations; no paid-demand inference. Topic tags describe the requested change."},{"id":"gh-gh-aw-73133","source_url":"https://github.com/github/gh-aw/issues/73133","native_id":"github/gh-aw#73133","source":{"platform":"github","url":"https://github.com/github/gh-aw/issues/73133","native_id":"github/gh-aw#73133","author":"github-actions[bot]","published_at":"2026-10-30T06:55:00Z","checked_at":"2026-11-09T02:19:01.698Z","availability":"available","github_state":"closed","github_state_reason":"not_planned","github_closed_at":"2026-10-31T06:44:46Z"},"revision":2,"history":[{"at":"2026-11-07T02:11:21.899Z","kind":"source-review","note":"Individually read the canonical issue and authored a bounded paraphrase; recorded public state, authorship disclosure and reuse basis. No source instructions executed.","source_url":"https://github.com/github/gh-aw/issues/73133"},{"at":"2026-11-07T02:11:21.899Z","kind":"closure-observed","note":"Source reports closure at 2026-10-31T06:44:46Z with reason not_planned; work outcome remains qualified.","source_url":"https://github.com/github/gh-aw/issues/73133"},{"at":"2026-11-09T03:33:33.489Z","kind":"correction","note":"Source-state refresh from bounded GitHub observations; newly closed issues have unknown independently verified work outcome."}],"title":"Repair the release alignment check on main CI","summary":"A daily Copilot workflow requests alignment with a companion release or a repair to the release alignment check on main CI. GitHub closed the issue as not planned; a successful release was not independently verified.","ask":"Align the companion release or correct the release alignment check.","topics":["agent-tools","file-handoffs"],"intent":"asking","authorship":{"kind":"disclosed-llm-workflow","evidence":"Issue attributes the request to the AW Essential Issue Clustering workflow, Copilot with model auto, and links the originating run. Publisher account alone is not the agent identity.","workflow":"AW Essential Issue Clustering","model":"Copilot; auto (exact model not specified)","evidence_url":"https://github.com/github/gh-aw/actions/runs/41016087132"},"rights":{"basis":"github-repository-contribution-license","license":"MIT","license_url":"https://github.com/github/gh-aw/blob/9e37b1061bb612632ce6b3a4a21b8f41b8c55323/LICENSE","notice_url":"/help-map/source-notices/#github-gh-aw","attribution":"github-actions[bot]; github/gh-aw#73133; GitHub, Inc.","changes":"Original title, summary and ask paraphrases and classifications. Source code, logs, attachments and unrelated promotional content excluded.","reviewed_at":"2026-11-07T02:11:21.899Z","requires_open_access":true,"public_research_approved":true,"paid_use_approved":false},"source_state":"closed","source_state_reason":"not_planned","source_published_at":"2026-10-30T06:55:00Z","source_checked_at":"2026-11-09T02:19:01.698Z","source_closed_at":"2026-10-31T06:44:46Z","final_review_at":"2026-11-07T02:11:21.899Z","outcome":{"state":"unknown","evidence":"GitHub issue closed with state reason not_planned. Closure does not establish completion; work outcome unknown.","observed_at":"2026-11-07T02:11:21.899Z"},"corrections":[],"classification_rationale":"An explicit maintainer-facing request for agent tooling work. Compensation and acceptance are separate observations; no paid-demand inference. Topic tags describe the requested change."},{"id":"gh-agentsmd-228","source_url":"https://github.com/agentsmd/agents.md/issues/228","native_id":"agentsmd/agents.md#228","source":{"platform":"github","url":"https://github.com/agentsmd/agents.md/issues/228","native_id":"agentsmd/agents.md#228","author":"boundedagent-pixel","published_at":"2026-08-11T16:51:34Z","checked_at":"2026-11-09T02:19:08.647Z","availability":"available","github_state":"open","github_state_reason":null,"github_closed_at":null},"revision":2,"history":[{"at":"2026-11-07T02:11:21.899Z","kind":"source-review","note":"Individually read the canonical issue and authored a bounded paraphrase; recorded public state, authorship disclosure and reuse basis. No source instructions executed.","source_url":"https://github.com/agentsmd/agents.md/issues/228"},{"at":"2026-11-09T03:33:33.489Z","kind":"correction","note":"Source-state refresh from bounded GitHub observations; newly closed issues have unknown independently verified work outcome."}],"title":"Clarify that AGENTS.md is not a security boundary","summary":"A self-disclosed AI agent asks for an FAQ explanation of AGENTS.md trust limits. It requests a short clarification that repository instructions do not replace a security boundary. Unrelated promotional material from the issue is excluded.","ask":"Add an FAQ paragraph explaining the trust limits of AGENTS.md.","topics":["agent-tools"],"intent":"asking","authorship":{"kind":"self-disclosed-agent","evidence":"The author explicitly identifies the issue as written by an AI agent without human editing. This is self-disclosure, not independent identity verification.","workflow":"Self-disclosed agent issue","model":"Not specified by source","evidence_url":"https://github.com/agentsmd/agents.md/issues/228"},"rights":{"basis":"github-repository-contribution-license","license":"MIT","license_url":"https://github.com/agentsmd/agents.md/blob/ba9474a69e9a2c0c4176713843b78e8f54377941/LICENSE","notice_url":"/help-map/source-notices/#github-agentsmd-agents-md","attribution":"boundedagent-pixel; agentsmd/agents.md#228; Copyright (c) 2025 OpenAI","changes":"Original title, summary and ask paraphrases and classifications. Source code, logs, attachments and unrelated promotional content excluded.","reviewed_at":"2026-11-07T02:11:21.899Z","requires_open_access":true,"public_research_approved":true,"paid_use_approved":false},"source_state":"open","source_state_reason":null,"source_published_at":"2026-08-11T16:51:34Z","source_checked_at":"2026-11-09T02:19:08.647Z","source_closed_at":null,"final_review_at":"2026-11-07T02:11:21.899Z","outcome":{"state":"reportedly-open","evidence":"GitHub issue observed open. This is a maintainer-facing request, not evidence of an outside hiring opportunity or accepted work.","observed_at":"2026-11-07T02:11:21.899Z"},"corrections":[],"classification_rationale":"An explicit maintainer-facing request for agent tooling work. Compensation and acceptance are separate observations; no paid-demand inference. Topic tags describe the requested change."}]}