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feat: /longevity-loop invocable skill β€” backbone + progressive disclosure over all hub toolsets#12

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wjlgatech merged 1 commit into
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feat/longevity-loop-skill
Jul 19, 2026
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feat: /longevity-loop invocable skill β€” backbone + progressive disclosure over all hub toolsets#12
wjlgatech merged 1 commit into
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feat/longevity-loop-skill

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Makes /longevity-loop invocable and able to use every toolset the hub generates from other repos β€” split the right way (anyagent's own backbone-vs-attachment rule):

  • Backbone (always loaded): the loop's own gated tools β€” make check, clockbench, fair, synthesize, recap, build. Small + relevant on every longevity task.
  • Progressive disclosure (load on trigger): the hub/<repo>/SKILL.md toolsets β€” auto-discovered from hub frontmatter (1 today: compute-aging-clocks / pyaging @ c2b3000e), each loaded only when its trigger matches, so the backbone never bloats.
  • JIT recipe: any repo in docs/REPOS.md without a toolset β†’ anyagent reverse β†’ hub/ β†’ make skill re-discovers it. The skill grows itself; zero hand-editing.

SKILL.md is generated by scripts/skill_gen.py and drift-gated in make check, so adding a hub toolset automatically updates the skill. Installed locally at ~/.claude/skills/longevity-loop (symlink β†’ repo SKILL.md, so its hub/ paths resolve). E25; audit 100/100, 14/25 executions.

πŸ€– Generated with Claude Code

…sure over hub toolsets

Makes /longevity-loop usable and able to reach EVERY per-repo toolset, split the right way
(anyagent's backbone-vs-attachment rule):
- Backbone (always loaded): the loop's own gated tools β€” make check, clockbench, fair,
  synthesize, recap, build.
- Progressive disclosure (load on trigger): the hub/<repo>/SKILL.md toolsets β€” auto-discovered
  from hub/ frontmatter (1 today: compute-aging-clocks/pyaging @ SHA), never carried all at once.
- JIT recipe: any repo in docs/REPOS.md without a toolset β†’ anyagent reverse β†’ hub/ β†’ make skill
  re-discovers it. So the skill grows automatically; no hand-editing.
Generated by scripts/skill_gen.py, drift-gated in make check. Installed at
~/.claude/skills/longevity-loop (local symlink). E25; audit 100/100, 14/25 executions.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
@wjlgatech
wjlgatech merged commit 635cc61 into main Jul 19, 2026
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@wjlgatech
wjlgatech deleted the feat/longevity-loop-skill branch July 19, 2026 19:20
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