From akf
Manages trust metadata for files, memories, and skills. Check provenance before building on existing work, stamp completed work with evidence using akf check and akf stamp commands.
How this skill is triggered — by the user, by Claude, or both
Slash command
/akf:akfThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Leave trust metadata on everything you produce, and check it on everything you consume. Stamps are notes agents leave for the next agent (including future you): what was done, what was verified, how much to trust it now. A stamp costs ~15 tokens; re-verifying costs 15,000.
Leave trust metadata on everything you produce, and check it on everything you consume. Stamps are notes agents leave for the next agent (including future you): what was done, what was verified, how much to trust it now. A stamp costs ~15 tokens; re-verifying costs 15,000.
This plugin auto-stamps files you write via a PostToolUse hook. Your job is the read path and the evidence.
akf check <file>
OK (exit 0) — fresh stamp with verified evidence. Build on it; skip re-verification.LOW (exit 1) — stamped but unverified, or trust decayed. Verify before trusting.STALE (exit 1) — file modified after stamping, or a local dependency it imports changed (reason=dependency_changed). Re-verify.UNSTAMPED (exit 2) — no provenance. Treat as unverified.Stamp with the strongest evidence you actually observed:
akf stamp report.py --agent claude-code --evidence "42/42 tests passed"
Evidence is auto-classified and drives trust: test runs and human review clear the trust bar; bare stamps stay LOW by design. Only claim evidence you observed — a stamp saying tests passed when they didn't poisons every agent that trusts it.
akf stamp memory/facts.md --preset memory # 30-day trust decay — stale memories go LOW automatically
akf check downloaded-skill.md # STALE = not the file the publisher stamped
If akf isn't installed: pip install akf (or pipx install akf), then akf init in the project to wire git hooks. akf doctor diagnoses PATH issues.
npx claudepluginhub hmakt99/akf --plugin akfStamps files with trust scores, source provenance, and compliance metadata. Reads and audits AI-generated content for EU AI Act, SOX, HIPAA. Embeds into 20+ formats.
Validates deliverables and builds evidence trails for multi-agent handoffs, with fidelity checks for compressed outputs and structured disagreement reporting.
Verifies code quality and correctness with CI regression guards, cryptographic witness manifests, and tool-description audits. Useful for maintaining codebase reliability and preventing regressions.