mattpocock-skills
claudeMatt Pocock's agent skills for real engineering (grilling, spec/ticket flows, TDD, code review, domain modelling and more).
39 skills
Feature, bug, tweak, refine, and rework pipelines with sandbox, iterate, test, harden, adopt, review-fix, pluggable trackers, help, explain, guide, and summarise.
Plugin marcus-skills from marketplace marcuskrogh in marcuskrogh/skills. Commands read from the repo's manifest — 11 days ago.
adoptAdopt the structure catalog across an existing codebase that was not built to it. Produces ADOPT.md: inventory plus a frontier behaviour map (tests, including startable frontend and backend). The adopt workflow then walks the unit chain until Done. Prefer /refine for a bounded area; prefer /restruct
architectArchitecture for one Task: record where the work sits (modules, layers, seams, dependency direction) in ARCHITECTURE.md. Depth follows the change. Use standalone, or when a delivery workflow reaches this step.
bugBug alignment and lightweight definition for a clear defect. Produces BUG.md and one tracker Task with a fix-fast binding. Prefer /define for new work (agent classifies as bug).
defineDefinition front door for concrete work. Interviews the user (CONCEPT_ALIGNMENT) before classification and workflow binding. A short description starts the interview; it does not approve the plan. Produces PLAN.md (with Classification + Workflow), Sub-tasks, and the Task's delivery branch/PR. Prefer
explainExplanation of the current workflow step, coding choices, interfaces, numerical considerations, or recent agent output, in simple terms. Long explanations are paced: one beat per turn, wait for advance. Prefer /help for which skill to run; prefer /guide for a step-by-step task walkthrough.
exploreExploration through foggy or oversized work. Charts ROADMAP.md plus a Story of sequenced route Tasks (one delivery unit by default). Research, model, and sandbox artifacts stay on the delivery branch — no separate PRs. Use when the destination is felt but the route is not yet visible.
guideGuidance through a manual task one step at a time: installation, setup, hardware, or coding the user wants walked. Present one step; wait for advance (yes, okay, move on) or a block that reevaluates the sequence. Prefer /define when the agent should deliver the work; prefer /explain when they want t
hardenAlias for restructure. Refactoring pass after testing. Prefer /restructure; /harden remains valid. Binding key stays harden.mode.
helpHelp choosing skills and workflows. Summarises front doors (explore, define), how classification binds a workflow, and how Next walks delivery — without starting work. Use when asking which skill to run, how workflows relate, or for a navigation overview. Prefer /explain to teach a current step; pre
implementImplementation through managed, value-routed work packages. Reuses the Task's delivery branch/PR when one exists, honors a Workflow binding when present, and enforces tests and structure as-you-go. Use standalone, for an approved definition spec, or for review fix-forward.
iterateIteration on already merged work. Produces ITERATE.md and a new Task and branch. Use when shipped work needs another fix cycle. When each turn needs visual, plot, or report inspection, the outcome is inspect-loop.
jiraJira REST details for the tracker jira backend. Prefer the tracker skill and WORKSPACE.md provider selection. Not for user invocation.
manage-skillsMaintains the agent skills repository and install workflow. Use when creating a new skill, syncing skills locally, updating an existing project install to latest main (or a pinned ref), installing via agent-from-git or skills.sh / the optional Claude plugin, or asking how skills are distributed acro
modelMathematical alignment through LaTeX-only questions. Produces MODEL.md finding docs on the delivery branch (no separate PR). Use for dynamical models, OCP, estimators, or applied math.
refineRefine alignment and lightweight definition for a limited area that needs refactoring or descriptive improvement without changing behaviour. Produces REFINE.md and one tracker Task. Prefer /adopt for a whole tree; prefer /define for new work (agent classifies as refine).
researchResearch across preprint, formal, web, and practitioner axes. Produces RESEARCH.md finding docs on the delivery branch (no separate PR). Use for surveys, state of the art, or a wide evidence pass.
restructureRestructure: refactoring pass against the structure catalog (campground, names, size, cohesion, seams, named smells, CRAP). No behaviour change. Use standalone on a named area, or when a workflow's restructure step is current. Alias: /harden.
review-fixAlias for review. Lasers, fix-forward, and code review on the delivery PR. Prefer /review; /review-fix remains valid.
reviewReview of a change as sequential or bundled lasers across Spec, Correctness, Integration, Architecture, and Standards: find, fix, then publish a code review. Outcome CLEAN or FAILED. Use standalone, or when a workflow's review step is current. Alias: /review-fix.
reworkRework alignment and lightweight definition for an intentional implementation change that must not degrade measured outcomes. Produces REWORK.md and one tracker Task with a parity-iterative binding. Prefer /define for new work (agent classifies as rework).
sandboxSandbox for isolated, representative inspect-loop development of a contained UI, method, or bench. Produces SANDBOX.md and a runnable isolation tree outside production paths so each iteration can be inspected (screenshot, plot, report) without shipping the product. Use standalone; as a bound workflo
setupWorkspace alignment at repository or global (user-level) scope: choose issue tracker (markdown, Jira, GitHub, or Linear), artifact location, and delivery conventions. Writes docs/agents/WORKSPACE.md, or ~/.agents/WORKSPACE.md for machine-wide defaults that apply to every repo without adding files to
shipShipping of all remaining work for a ready-to-build Task. Detects the stage, composes implementation, test, harden, and review-fix when needed, then merges the delivery PR and completes Done closeout. Use for ship, finish, or close-it-out cues.
summariseStatus summary for a pipeline Task or Story: purpose, track, stage, artifacts, and the next valid invoke. Use for status, where-am-I, or what-next questions.
trackerShared issue-tracker contract for pipeline skills. Resolves the provider from the effective workspace (repo docs/agents/WORKSPACE.md over global ~/.agents/WORKSPACE.md): markdown, jira, github, or linear. Not for user invocation — composed by explore, define, implement, review, ship, and setup.
tweakTweak alignment and lightweight definition for a small intentional change to existing behaviour. Produces TWEAK.md and one tracker Task with a delta-fast binding. Prefer /define for new work (agent classifies).
workflowWorkflow contract for pipeline continuity: one delivery branch/PR per Task, closed-loop ship, continuation keywords (next vs ship), and pointers to disclosed delivery/handoff/tracker/ship refs. Not for user invocation — composed by pipeline skills.
workflowsWorkflow routing. Foggy → explore; concrete → define (alignment interview, then classify and bind). A short description starts that interview; it does not approve the plan. Finished skill replies end with the exact ## Next block. Honor Next/ship. Walkthroughs → guide; current-step teaching → explain
writing-for-agentsWriting skills and concepts for agents. Use when creating or editing a SKILL.md, CONCEPT_*.md, skill reference file, AGENTS.md, or CLAUDE.md in this repo — especially to prune duplication, sharpen terminology, apply the lean concept/skill shapes, or apply the human-cadence overlay.
Matt Pocock's agent skills for real engineering (grilling, spec/ticket flows, TDD, code review, domain modelling and more).
39 skills
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