trajectory-audit
anthony-chaudhary/fakSweep recent Claude Code session transcripts (.jsonl) for token-weighted cost/efficiency problems visible only across runs — machine-wide input:output ratio,…
Scores out of 100 · grade B+
2026-08-14Works
40% of the score100/100
- Loads cleanly: valid frontmatter, required fields present, no dangling references.
Maintained
25% of the score100/100
- no commits in the last 12 weeks
Adopted
20% of the score20/100
- 30 stars on the source repo.
Documented
15% of the score73/100
- 1,650 words with worked examples.
Install
npx skills add anthony-chaudhary/fak/trajectory-auditWhat it says it does
Sweep recent Claude Code session transcripts (.jsonl) for token-weighted cost/efficiency problems visible only across runs — machine-wide input:output ratio, prompt-cache / KV reuse, the cache-CREATE burst / suffix-cache-thrash lens (#3069) that a flattering read-share hides, per-session distributions (tool calls, I:O, cache-hit, read-only fraction), the global tool mix, and the heaviest sessions by output tokens — plus the behavioral stuck/churn lens (#2365): per-tool error rates, shell timeout kills, foreground sleep-polls, Edit/Write read-discipline churn, repeated identical failure signatures, and per-file mutation churn. Wraps the project's auditor `tools/session_audit.py` (EXACT token accounting from the transcript usage records). Use when the operator says "audit recent claude trajectories/chats/sessions", "where is the token/cost going", "what are the heaviest sessions", "which sessions are stuck/looping/churning", or wants cross-session efficiency or behavior numbers. Read-only — emits a dated report, never edits code.
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