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Boden Fuller 7d65010131 chore: regenerate codex-native skills (modular layout, 49 skills)

Generated by sync-codex-native-skills.sh with modular layout.
References and scripts copied as files instead of inlined.
Overrides applied for 9 skills. Parity validated: 49/49.

2026-02-26 11:02:17 -05:00

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Cache Eviction

The knowledge flywheel includes automated cache eviction to prevent unbounded growth:

Passive Read tracking → Confidence decay → Maturity scan → Archive

How it works:

Passive tracking — ao maturity --scan records when learnings are accessed
Confidence decay — Unused learnings lose confidence at 10%/week
Composite criteria — Learnings are eviction candidates when ALL conditions met:
- Utility < 0.3 (low MemRL score)
- No citation in 90+ days
- Confidence < 0.2 (decayed from disuse)
- Not established maturity (proven knowledge is protected)
Archive — Candidates move to .agents/archive/learnings/ (never deleted)

Commands:

ao maturity --evict — dry-run: show eviction candidates
ao maturity --evict --archive — execute: archive candidates
ao metrics cite-report --days 30 — cache health report

Kill switches:

AGENTOPS_EVICTION_DISABLED=1 — disable SessionEnd auto-eviction
AGENTOPS_PRUNE_AUTO=0 — disable SessionStart auto-pruning (default: off)

1.1 KiB Raw Blame History

Cache Eviction

1.1 KiB

Raw Blame History