mattpocock-skills
claudeMatt Pocock's agent skills for real engineering (grilling, spec/ticket flows, TDD, code review, domain modelling and more).
39 skills
Understanding is the New Bottleneck, operationalized. /explain-diff generates a self-contained interactive explainer for any diff or PR (Background → Intuition → Code → self-checking Quiz), verified against the diff before emission. /understanding-gate grades a human's quiz against the diff and mints an unforgeable pass token, with an opt-in pre-push gate. Portable: depends on nothing project-specific and touches only .understanding/.
Plugin understanding from marketplace understand in advatar/understand. Commands read from the repo's manifest — 1 month ago.
explain-diffGenerate a self-contained, interactive HTML explainer for a code change (a git range or a PR) so a human can genuinely UNDERSTAND it before it merges — Background → Intuition (with an interactive figure) → literate Code walkthrough → a self-checking Quiz. Use when the user asks to "explain this diff
micro-worldGenerate a single-file, human-DRIVEN interactive model of a subsystem or a diff — a scrubber / step-inject-rewind / before-after playground that lets a person build intuition by poking at the behavior, not just reading it. A re-implementation for understanding (not a wrapper on the live app), SHA-st
understanding-gateGrade a human's understanding-quiz response against the actual diff and, on a genuine pass, mint an unforgeable pass token — the "speed regulator" for AI-written code. Use when the user pastes a response blob, says "grade my quiz / understanding", asks to check or verify an understanding pass, or in
/understanding:explain-diffGenerate a self-contained interactive HTML explainer for a diff or PR (Background → Intuition → Code → self-checking Quiz).
/understanding:micro-worldGenerate a single-file, human-driven interactive micro-world (scrubber / step-inject-rewind / before-after) for a subsystem or diff, SHA-stamped with a faithful-vs-reimplemented map.
/understanding:understanding-gateGrade an understanding-quiz response blob against the diff and mint a pass token; or --verify / --check an existing pass.
Matt Pocock's agent skills for real engineering (grilling, spec/ticket flows, TDD, code review, domain modelling and more).
39 skills
Harness-native ECC operator layer - 71 agents, 314 skills, 98 legacy command shims, reusable hooks, rules, selective install profiles, and production-ready workflows for Claude Code, Codex, OpenCode, Cursor, and related agent harnesses
200 skills · 98 commands · 71 agents · 1 MCP server · hooks
Automated code review for pull requests using multiple specialized agents with confidence-based scoring to filter false positives
1 command
AI-powered codebase understanding — analyze, visualize, and explain any project
9 skills · 10 agents · hooks
Advanced git workflows with diff analysis, risk scoring, and reviewer recommendations
2 skills · 1 command · 1 agent
Perform AI code review on Git diffs — supports workspace changes, branch ranges, and single commits with concurrent per-file analysis, codebase search, and deep context-aware review.
2 commands
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