Thomo1318
Community@Thomo1318
Thomo1318 provides skills for removing AI-generated residue from code and prose, plus METHOD-compliant failure analysis for commit-message quality evaluation.
Agent Skills by Thomo1318
Showing 4 vetted skills indexed across 1 GitHub repositories.
Thomo1318code-deslop
Removes AI-generated code residue and non-domain identifier names from branch diffs.
Thomo1318deslop-gate
Routes deslop requests to code or prose cleanup skills while enforcing naming audits and git safety policies.
Thomo1318prose-deslop
Remove AI writing patterns from technical prose, docs, ADRs, and PR bodies.
Thomo1318failure-analysis-package
Analyzes git-cg commit-message gold misses using METHOD-compliant forensic case documentation.
Frequently Asked Questions About Thomo1318
FAQPage SchemaWhat tasks can I perform using Thomo1318's skills?▼
You can remove AI-generated slop from branch diffs (comments, defensive checks, style drift, non-domain identifiers), strip AI writing patterns from docs, PR bodies, and ADRs, route deslop requests through a policy gate, and run gold-miss failure analysis on commit messages with taxonomy classification.
Who are these skills designed for?▼
Engineers and technical writers who use AI coding agents and need to clean residual slop from code diffs and prose, plus maintainers running structured failure analysis on commit-message quality using docs/quality cases, taxonomy, and promotion workflows.
How do the deslop skills handle git history and commit messages?▼
They never mutate git history or invoke git-cg. Commit-message handling defaults to refusal; drafting or desloping gold-standard commit text occurs only with explicit user opt-in, and even then no git mutation is performed.
What does the failure-analysis-package skill require?▼
It uses Read, Write, Edit, Grep, Glob, Bash, opik-mcp, and code-review-graph, operating on docs/quality materials (cases, taxonomy, prevention, Opik binding, promotion). It is rated high effort and applies only to commit-message gold-miss cases, not generic code review.
When should I use deslop-gate instead of code-deslop directly?▼
Use deslop-gate when the target surface is ambiguous—code versus prose—or when the user says deslop, unslop, or de-AI. It classifies the surface, enforces SOP bans, requires a Naming Audit for durable identifiers, then loads code-deslop or prose-deslop.