{
  "schema": "glee.absorption_manifest.v0",
  "absorption_id": "ABS-2026-07-05-001",
  "title": "First Trending Absorption",
  "date_local": "2026-07-05",
  "observed_at_utc": "2026-07-06T02:12:51Z",
  "updated_at_utc": "2026-07-06T07:13:52Z",
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  "repo_count": 25,
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  "affiliation_note": "No official affiliation with upstream maintainers is implied unless a later public receipt says otherwise.",
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      "label": "Public receipt projection",
      "url": "../receipts/",
      "point": "Absorption claims should point to the local public-safe receipt browser before any catalogue entry becomes a publication or integration claim."
    },
    {
      "label": "Local Launch Review",
      "url": "../launch-review/",
      "point": "Launch Review keeps catalogue proof, blockers, and deploy authority separate from source-study records."
    }
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    "next_restore_action": "Create a named restore reference after Captain authorizes any external GitHub mutation beyond the existing forks."
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    "catalogued",
    "studied",
    "tested",
    "mapped",
    "replayed",
    "agent_ready",
    "integrated",
    "supported",
    "quarantined",
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    "tier_2_scenario_mapped",
    "tier_3_replay_capable",
    "tier_4_agent_ready",
    "tier_5_promoted_dream_material"
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      "find",
      "catalogue",
      "test",
      "score",
      "learn",
      "support",
      "integrate only if worthy"
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    "brownfield_replay_loop": [
      "snapshot",
      "catalogue",
      "port_api_map",
      "scenario_generation",
      "eval_harness",
      "agent_trial",
      "compare_against_canon_reality_and_positive_alternative",
      "rules_update",
      "promotion"
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    "self_absorption_loop": [
      "intent",
      "plan",
      "build",
      "receipt",
      "compare",
      "replay",
      "improve_rules",
      "promote"
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      "depth_tier": "tier_1_catalogue_only",
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          "has_readme": true,
          "has_security_md": true,
          "has_contributing": true,
          "has_changelog": true,
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        "next_review_action": "Clone into local absorption workspace for read-only inspection, then run tests only inside a clean sandbox after dependency review."
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    },
    {
      "name": "particula",
      "glee_fork_url": "https://github.com/gleephoenixcrew/particula",
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            "license"
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      "name": "pi-extensions",
      "glee_fork_url": "https://github.com/gleephoenixcrew/pi-extensions",
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          "has_readme": true,
          "has_security_md": false,
          "has_contributing": false,
          "has_changelog": false,
          "has_agents_md": true,
          "has_package_manifest": true
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        "next_review_action": "Complete domain/safety review and only then consider a read-only scenario."
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    },
    {
      "name": "last30days-skill",
      "glee_fork_url": "https://github.com/gleephoenixcrew/last30days-skill",
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            "LICENSE",
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          "default_branch": "main",
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          "has_readme": true,
          "has_security_md": false,
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          "has_changelog": true,
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        "next_review_action": "Complete domain/safety review and only then consider a read-only scenario."
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    },
    {
      "name": "plannotator",
      "glee_fork_url": "https://github.com/gleephoenixcrew/plannotator",
      "upstream": "backnotprop/plannotator",
      "upstream_url": "https://github.com/backnotprop/plannotator",
      "domain": "agent plan and diff review",
      "status": "catalogued",
      "depth_tier": "tier_1_catalogue_only",
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      "language": "TypeScript",
      "upstream_stars_observed": 6759,
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      "absorbed_at_utc": "2026-07-06T00:03:28Z",
      "glee_relevance": "Useful reference for visual plan review, diff critique, and agent feedback loops.",
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      "next_action": "Replay one plan review scenario and compare against GLEE receipts.",
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        "risk_reason": "permissive license and no special policy risk found in first metadata pass",
        "reviewed_at_utc": "2026-07-06T02:41:47Z",
        "observed_license": {
          "github_api_spdx_id": "Apache-2.0",
          "github_api_name": "Apache License 2.0",
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            "apps/vscode-extension/LICENSE"
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        "citation": {
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          "citation_status": "no_citation_file_observed"
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          "disabled": false,
          "default_branch": "main",
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          "pushed_at": "2026-07-05T23:31:53Z",
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          "has_readme": true,
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          "has_contributing": true,
          "has_changelog": true,
          "has_agents_md": true,
          "has_package_manifest": true
        },
        "next_review_action": "Clone into local absorption workspace for read-only inspection, then run tests only inside a clean sandbox after dependency review."
      }
    },
    {
      "name": "worldmonitor",
      "glee_fork_url": "https://github.com/gleephoenixcrew/worldmonitor",
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      "upstream_url": "https://github.com/koala73/worldmonitor",
      "domain": "situational awareness",
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      "upstream_stars_observed": 61397,
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      "absorbed_at_utc": "2026-07-06T00:03:54Z",
      "glee_relevance": "Potential public intelligence dashboard and monitoring reference.",
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          "disabled": false,
          "default_branch": "main",
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          "pushed_at": "2026-07-05T21:07:43Z",
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            "tree_truncated": false
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          "has_readme": true,
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          "has_contributing": true,
          "has_changelog": true,
          "has_agents_md": true,
          "has_package_manifest": true
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        "next_review_action": "Resolve license/provenance and keep study-only; do not run or integrate."
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    },
    {
      "name": "ai-engineering-from-scratch-zh",
      "glee_fork_url": "https://github.com/gleephoenixcrew/ai-engineering-from-scratch-zh",
      "upstream": "fancyboi999/ai-engineering-from-scratch-zh",
      "upstream_url": "https://github.com/fancyboi999/ai-engineering-from-scratch-zh",
      "domain": "AI engineering curriculum",
      "status": "catalogued",
      "depth_tier": "tier_1_catalogue_only",
      "license": "MIT",
      "language": "Python",
      "upstream_stars_observed": 737,
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      "absorbed_at_utc": "2026-07-06T00:04:14Z",
      "glee_relevance": "Curriculum material for AI engineering and pedagogy comparisons.",
      "risk_notes": "Translation/original-source provenance should be checked.",
      "next_action": "Map lesson structure against GLEE Teacher curriculum gates.",
      "catalogue_review": {
        "review_status": "metadata_clear_study_allowed",
        "risk_class": "clear",
        "risk_reason": "permissive license and no special policy risk found in first metadata pass",
        "reviewed_at_utc": "2026-07-06T02:41:47Z",
        "observed_license": {
          "github_api_spdx_id": "MIT",
          "github_api_name": "MIT License",
          "license_file_candidates": [
            "LICENSE"
          ]
        },
        "citation": {
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          "citation_status": "no_citation_file_observed"
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        "health_signals": {
          "archived": false,
          "disabled": false,
          "default_branch": "main",
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          "pushed_at": "2026-06-26T04:05:18Z",
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            "tree_truncated": false
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          "has_readme": true,
          "has_security_md": false,
          "has_contributing": true,
          "has_changelog": true,
          "has_agents_md": true,
          "has_package_manifest": true
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        "next_review_action": "Clone into local absorption workspace for read-only inspection, then run tests only inside a clean sandbox after dependency review."
      }
    },
    {
      "name": "claude-skills",
      "glee_fork_url": "https://github.com/gleephoenixcrew/claude-skills",
      "upstream": "alirezarezvani/claude-skills",
      "upstream_url": "https://github.com/alirezarezvani/claude-skills",
      "domain": "skill and agent library",
      "status": "catalogued",
      "depth_tier": "tier_1_catalogue_only",
      "license": "MIT",
      "language": "Python",
      "upstream_stars_observed": 20614,
      "upstream_pushed_at": "2026-07-03T13:41:51Z",
      "absorbed_at_utc": "2026-07-06T00:04:33Z",
      "glee_relevance": "Large comparative sample for skill packaging, routing, and prompt organization.",
      "risk_notes": "High volume; must avoid copying weak patterns blindly.",
      "next_action": "Sample skill schema, tests, installer behavior, and provenance discipline.",
      "catalogue_review": {
        "review_status": "special_review_before_replay",
        "risk_class": "special_review",
        "risk_reason": "provider-specific assumptions must be filtered",
        "reviewed_at_utc": "2026-07-06T02:41:47Z",
        "observed_license": {
          "github_api_spdx_id": "MIT",
          "github_api_name": "MIT License",
          "license_file_candidates": [
            "LICENSE",
            "loop-library/LICENSE",
            "engineering/collab-proof/LICENSE",
            "engineering-team/playwright-pro/LICENSE",
            "engineering-team/self-improving-agent/LICENSE"
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          "citation_status": "no_citation_file_observed"
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          "archived": false,
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          "default_branch": "main",
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          "pushed_at": "2026-07-03T13:41:51Z",
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            "tree_truncated": false
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          "has_readme": true,
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          "has_agents_md": false,
          "has_package_manifest": true
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        "next_review_action": "Complete domain/safety review and only then consider a read-only scenario."
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    {
      "name": "ouroboros",
      "glee_fork_url": "https://github.com/gleephoenixcrew/ouroboros",
      "upstream": "Q00/ouroboros",
      "upstream_url": "https://github.com/Q00/ouroboros",
      "domain": "agent specification OS",
      "status": "catalogued",
      "depth_tier": "tier_1_catalogue_only",
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      "language": "Python",
      "upstream_stars_observed": 4807,
      "upstream_pushed_at": "2026-07-06T02:05:15Z",
      "absorbed_at_utc": "2026-07-06T00:04:58Z",
      "glee_relevance": "Strong fit for specification-first agent work and replayable intent.",
      "risk_notes": "Architecture overlap with GLEE requires compare-before-adopt discipline.",
      "next_action": "Map spec objects, eval flow, and historical task replay viability.",
      "catalogue_review": {
        "review_status": "metadata_clear_study_allowed",
        "risk_class": "clear",
        "risk_reason": "permissive license and no special policy risk found in first metadata pass",
        "reviewed_at_utc": "2026-07-06T02:41:47Z",
        "observed_license": {
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        },
        "citation": {
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          "default_branch": "main",
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          "has_readme": true,
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          "has_changelog": true,
          "has_agents_md": true,
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        "next_review_action": "Catalogue docs/tests/examples and decide whether it belongs in a later replay batch."
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    },
    {
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      "glee_fork_url": "https://github.com/gleephoenixcrew/Rapid-MLX",
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}
