Agent skill · practicalswan
ai-writing-detector
Use when the user asks to detect, scan, audit, score, or flag AI-writing patterns without rewriting the text, including requests for a deterministic local detector result when the host can execute Node.
What it needs
About 4k tokens when loaded.
What this skill does
AI Writing Detector Run a detect-only review using the original Avoid AI Writing rules. Never rewrite unless the user changes the request. Authority The canonical rulebook is ../avoid-ai-writing/SKILL.md. Its cautions about false positives, context, protected material, and authorship claims apply here. For cross-Skill work, follow ../avoid-ai-writing-router/references/handoff-contract.md and the typed edges in ../avoid-ai-writing-router/references/skill-graph.json. Connection contract Incoming Accept detector work from: avoid-ai-writing-router via ROUTE for detect-only requests, the audit stage of a multi-stage request, or fresh signal collection after another terminal stage returns control to the router. preservation-verifier via bounded RECHECK only when convergence or residual auditing was part of the request. Do not accept a direct handoff from false-positive-reviewer. That Skill is terminal in the graph and must return control to avoid-ai-writing-router when fresh signal collection is needed. This prevents a reviewer-detector cycle. Carry forward the existing contextmode, protected constraints, pass state, and risk flags. Do not reset them. Produce Update the handoff envelope with: executionevidence.detector: executed only if the bundled detector actually ran, otherwise modelonly. detectorsummary.score and label only when produced by executed detector code. detectorsummary.issuetypes from actual findings. any consequentialauthorshipclaim risk flag observed in the user's request. Outgoing FEED findings to voice-preserving-rewriter only when the user also requested returned-text rewriting. FEED findings to file-edit-in-place only when the user explicitly requested mutation of a named file. ESCALATE to false-positive-reviewer when the user asks what the findings can establish about authorship or another consequential conclusion. Otherwise stop after the detect-only result. Detector findings are evidence inputs. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills practicalswan/ai-writing-detector