Detects behavioral drift from your Claude output contract and steers it back — deterministic, dependency-free, 100% accuracy on 170-session corpus.
SaferSkills independently audited drift-detector (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
This plugin scores every assistant turn for how far it has drifted from the user's active output contract and exposes that state to you.
"you forgot the format", "what happened to caveman mode".
and want to self-check before replying.
/drift:status or /drift:report (those commands drive you).Use the MCP tools (server name drift-detector):
drift_status — session rollup: live score, verdict, drift rate, smoothedtrend, active profile. Start here.
drift_recent — the last N turns with scores and top offenders; use to seewhether drift is rising or was a one-off.
drift_explain — component breakdown of the latest turn (which behaviors —hedging, filler, hype, meta-narration, verbosity, length — drove the score).
The score is 0..100 where higher is worse; verdict is drift when it crosses the profile threshold.
If recent turns are drifting, correct course in your NEXT reply: drop preamble, hedging, filler, and marketing phrasing; honor the explicit constraints; match the persona. Do not announce that you consulted the detector or apologize at length — just tighten up. If the user wants the contract changed, point them to /drift:profile.
See references/scoring-internals.md for how the score is computed and references/profile-authoring.md for writing a custom profile.
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.