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"name": "track-record",
"version": "1.0.0",
"description": "A calibration loop for AI agents - log every checkable judgment as a bet with a numeric probability and an observable trigger, force settlement against real outcomes, distill recurring biases into rules. Learns from reality vs. its own predictions, not user corrections. Use when making a checkable prediction or judgment call, logging a bet before acting, settling or backfilling past judgments against real outcomes, running a retrospective or calibration review, or whenever track record, calibration, prediction log, settle bets, or learning from outcomes comes up. 中文触发:下判断要登记、复盘、回填、结算、判断校准、校准回顾、赌局台账。",
"author": { "name": "LucioLiu", "url": "https://github.com/LucioLiu" },
"homepage": "https://github.com/LucioLiu/track-record",
"repository": "https://github.com/LucioLiu/track-record",
"keywords": ["claude-code", "agent-skills", "calibration", "prediction-ledger", "forced-settlement", "self-improving"],
"license": "PolyForm-Noncommercial-1.0.0"
}
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