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Claudemd Sampling Audit — Security skill for Claude Code

Security community

Retrospective batch scan of historical transcripts for 8 self-enforced HARD rules — text detectors (§10-V banned vocab / §iron-law-2 / §10-four-section-order / §10-honesty) + sequence/claim detectors.

How to install Claudemd Sampling Audit

Installs to ~/.claude/skills/sdsrss-claudemd-claudemd-sampling-audit/SKILL.md

Terminal

mkdir -p ~/.claude/skills/sdsrss-claudemd-claudemd-sampling-audit && curl -fsSL https://raw.githubusercontent.com/sdsrss/claudemd/HEAD/commands/claudemd-sampling-audit.md -o ~/.claude/skills/sdsrss-claudemd-claudemd-sampling-audit/SKILL.md

Restart Claude Code, or start a new session, for it to be picked up.

What Claudemd Sampling Audit does

name: claudemd-sampling-audit description: Retrospective batch scan of historical transcripts for 8 self-enforced HARD rules — text detectors (§10-V banned vocab / §iron-law-2 / §10-four-section-order / §10-honesty) + sequence/claim detectors (§11-turn-yield / §7-bugfix-anchor / §11-post-compaction / §5-hard-auth). Every rule reports violations with its opportunity denominator; rates feed §13.2 staleReviews and the /claudemd-audit selfCompliance section once calibrated.

Default window i

Alternatives in Security

GitOps — Flux CD and Argo CD — two modes 40 ★
Claude Memory Kit — Memory for Claude Code that survives the session boundary — install the plugin into any repo: a hot cache inje 30 ★
Cost Audit — Per-project Claude Code cost from local transcripts (token usage x API list prices) 12 ★