Agent-Skills

Explains Jack Wotherspoon's Humans vs Slop talk and helps create quality gates for AI-heavy software work: review-cost analysis, slop detection heuristics, durable-value metrics, and human-judgment checkpoints. Use when the user asks about AI-generated maintenance burden, review economics, or preserving taste in agentic development.

Create mission-grounded study plans, lessons, quizzes, references, resources, and learning records. Use when the user asks to learn, study, be taught, continue a course, build a curriculum, or maintain a multi-session teaching workspace.

Audit, rewrite, and validate README, runbook, code-doc, config-doc, package-evidence, and public trust-surface documentation against live repository evidence. Use when documentation needs proof-backed correction, reader-focused review, generated-document ownership, public-access checks, or legacy docs-expert routing.

Read or safely update personal TELOS, or analyze project documentation for goals, dependencies, bottlenecks, narratives, reports, and dashboards. Use for life goals, beliefs, strategies, TELOS updates, project relationship analysis, narrative points, or professional TELOS reports. Do not use for general constitutional interviews.

Validate and choose proportionate test proof for tests, CI, coverage, evals, and closeout evidence: map changed files to repo-native commands, place checks at commit, push, and pull-request gates, classify pass/fail/blocked ownership, and preserve trace/regression artifacts. Use when users ask what tests or gates to run, how to design coverage, why validation failed, or what proof supports a claim.

Create and review TOML configuration with strict typing and predictable structure. Use when editing tool configuration files that require schema-safe TOML.

Review file-based todo findings into ready, skipped, customized, or blocked states. Use this skill when pending todo files need approval.

Use when authoring or reviewing TypeScript code that requires strict type safety, explicit module contracts, and predictable runtime boundaries.

Builds a project glossary that maps everyday wording to canonical terms, repository actions, and reusable engineering rules. Use when a user asks "what does X mean here?", "define our terms", "standardize this naming", "turn this phrase into a repo action", "grill the domain language", or whether a local correction should apply to similar code.

Build and audit polished interaction refinements for existing React or Tauri UI when motion, accessibility, reduced-motion, and browser-verified behavior need focused improvement.

Review, triage, and validate visual regression diffs. Use when the user wants snapshot-change analysis, layout regression evidence, Storybook diffs, Playwright screenshots, or Argos review.

Use when you need focused cleanup audits, safe removals, scoped quality-risk reductions, and evidence-backed cleanup plans before touching code.

Audit dead code, stale exports, unused imports, and cleanup candidates. Use when scoped cleanup needs evidence, rollback notes, and repo-native validation.

Create, repair, and validate uv Python project setup. Use when initializing Python apps or libraries, managing uv dependencies, virtual environments, or CI-ready uv workflows.

Install, repair, and validate Vale prose linting. Use when users need Vale config, style sync, docs lint gates, or broken Vale workflow diagnosis.

Review and validate completion claims. Use when you are about to say work is complete, fixed, passing, pushed, or ready for review.

Download, transcribe, inspect, summarize, or convert video and audio sources. Use when the user wants transcripts, subtitles, audio extraction, or media downloads from a video source.

Create self-contained HTML visual explainers from technical material. Use this skill when diagrams, matrices, timelines, or browser artifacts beat plain text.

Binary calibration pack for recurring workflow guardrail recommendations.

Create and review YAML files with safe indentation, schema-aware structure, and low-surprise serialization. Use when editing YAML config or workflow files.