autodev-memory
claudeCross-session project memory: observation capture, semantic search, domain-knowledge briefs, and repo-backed backup.
2 skills · hooks
The workflow itself: brainstorm, auto, audit, review, ship, plus the prd.json sprint system and its hooks.
Plugin autodev-core from marketplace autodev in djnsty23/claude-auto-dev. Commands read from the repo's manifest — yesterday.
This plugin runs code on your machine — its hooks fire automatically on events like tool use. The exact commands are listed below; read them before installing.
a11yAccessibility audit against WCAG 2.1 AA — run the automated scan, then the manual checks tooling cannot make, and report in this project's format.
adversarial-loopRun an independent-context tests-first review loop: an adversary model authors failing acceptance tests, the building agent fixes against them, and bounded review rounds end on an exact verdict token. Use for changes where a wrong fix is expensive — gates, harnesses, security paths, anything that gr
auditParallel quality audit across specialized agents. Finds bugs, violations, and quality issues. Use audit for fixes, brainstorm for features.
auto-brainRun Brain's assigned mission while the user is away. Use when asked to coordinate the fleet autonomously, carrying work through implementation, verification and the authorized release boundary.
autoAutonomous task execution with testing and security. Works through all tasks without stopping.
autoreviewReview a pull request with a cheap model before it merges, and write the review receipt merge-lock.js requires. A strict-JSON verdict (approve, request_changes or escalate) from a low-cost reviewer, checked against the story's acceptance criteria. Only an escalation reaches the expensive opus review
brainDrive an authorized product mission from idea through implementation, independent review and live verification. Use when asked to run the fleet, replace manual coordination, or resume Brain.
brainstormFeature ideation, dead code cleanup, and product thinking. Proposes new features and architecture improvements — not bugs or violations (use audit for those).
commitCommit, push and open a pull request to this repo standard: a conventional subject, a body saying why the change is needed, the message passed by file rather than inline, no co-author trailer, explicit paths staged rather than everything, and the gate run before the push.
coreThe prd.json schema and task system used by every autodev workflow. Load before reading or writing prd.json, creating stories, or interpreting a task's passes field.
cost-reconcileReconcile what something costs from the bill, the usage and the quota together, before any spend number is reported or a paid run starts: charged unit, billed versus gross versus pending, invoice cadence, built-in limits, and unknown kept apart from zero.
deploy-checkAfter a merge to the production branch, wait for that exact revision to be live, run the product's smoke command against the live URL, and record PASS, FAIL or TIMEOUT with evidence per acceptance item. A failure opens one draft revert pull request and nothing else: no push to main, no merge, no pro
design-reviewLook at the rendered screens before UI work is called done: rate or score pages and modals, bug-hunt a flow, or check a page that looks off on phones or wide screens. Judge it with real content, every state (empty, loading, error) and whether the user's task completes. Use when asked to rate all pag
designCreates distinctive UI with preserved structure. Avoids generic AI aesthetics. Use when designing or refining user interfaces.
framework-radarResearch coding agents, agent SDKs, orchestration frameworks, harnesses, protocols, evaluations and relevant videos, then execute every selected hypothesis against the current repository. Use when asked what is new, what agent practices are worth testing, or to run the framework radar.
healSweep every repo you are working on for vulnerabilities an attacker can actually reach, prove each one is reachable, and fix the ones that survive. One word starts the whole operation.
isolateStart work in a fresh git worktree branched from the remote default branch, so parallel agents never share a tree. Use before the first edit of any feature, fix or task, and whenever a repo has more than one session working in it.
learn-from-fixesRank the failure classes this project actually ships by mining its own fix commits, then propose executable gates for the top ones. Use when the same kind of bug keeps reaching manual QA.
marketing-radarResearch current marketing-platform changes and practitioner videos, extract claims with incentives and boundary conditions, then safely execute every selected hypothesis. Use for recurring marketing research, campaign or funnel ideas, and supplied marketing videos.
perfWeb performance audit against this project's Core Web Vitals and bundle budgets, with a fixed report format.
production-radarRead existing production errors, job heartbeats and deployment failures into backlog candidates with evidence. Use for production radar or when asked whether production signals reveal missing work.
proveCapture the evidence a change actually works: the BEFORE state while the defect still reproduces, the AFTER state once it passes, both put where a reviewer sees them, so no completion claim rests on the author saying so.
reflectReview the current session for user corrections, retries, wrong assumptions and slow paths, and turn each lasting lesson into a concrete edit to an existing skill, rule or check. Use at the end of a session or when asked to reflect.
reviewReview changed code for correctness and quality, then apply the project-specific checks Claude Code's built-in reviewer does not know about.
role-chainRun one story through standing role sessions, PM to Spec to Eng to QA to Copy, each with its own model, worktree and skills, handing the next a typed handoff file instead of sharing a context window.
rule-ab-testingEvery proposal gets measured against the current approach and at least one variant before it is adopted, and the measurement is reported. Load before recommending a change, writing a detector, or claiming something is cheap, fast, or better.
rule-agent-concurrencyHow many agents to spawn, at which model and effort, so a fan-out does not burn the session's limits. Load before spawning subagents, running a workflow, or dispatching background sessions.
rule-design-systemDesign-token rules: semantic tokens over inline colors, where tokens are defined, and the one case hardcoded colors are allowed. Load before writing or editing component styles.
rule-diagnosisA wrong fix costs one cycle; a wrong diagnosis costs every cycle until someone questions the premise. Reproduce before explaining, suspect the frame before inventing a mechanism, and attribute a failure before repairing it. Load before proposing any cause, fix, or explanation.
rule-file-organizationChoose recoverable paths for generated artifacts. Keep scratch state private, and preserve shared PRD archives, project rules and verification evidence in tracked locations. Load before writing an artifact.
rule-gate-integrityWays a gate or test proves nothing while looking decisive: grading a copy of itself, passing on emptiness, a canary firing for the wrong reason, a summary read as a verdict, a probe pointed at the wrong invocation. Load before writing a gate, a mutation harness, or any check guarding generated outpu
rule-local-firstVerification happens on this machine, in a browser you drive, before anything is pushed. Covers the local gate, the batched publish cadence, why GitHub Actions is not the gate, and why a restored browser session fakes a pass. Load before verifying, before pushing, and before any visual check.
rule-options-protocolHow a decision panel looks when one is shown: a clickable AskUserQuestion panel of vetted, complementary options with a recommendation in every block. Whether to show one is the operator's decision policy.
rule-own-the-loopA coordinator carries a task to done itself and pings the owner only for an owner decision, a PR ready to merge with both receipts, or a deploy outcome. Everything else goes to the daily digest. Steer the worker you have, pick the cheapest capable model tier. Load before notifying the owner or spawn
rule-ramificationsThe eight ways a change passes typecheck, build, and a clean console and is still wrong. Derived from 3,127 fix commits across three production repos. Load before implementing a feature and again before calling it done.
rule-report-shellThe house shell for any HTML report, audit, or findings page an agent publishes: summary-first cards that expand on click with staggered detail, themed scrollbars, and a token system that survives both themes. Load before writing or editing an HTML page a person will read.
rule-securitySecurity rules this project always applies: secret handling, input validation, parameterized queries, and Supabase RLS. Load before writing code that touches credentials, user input, queries, or auth.
rule-thumb-firstInterface design starts from where the hand is and what each element MEANS, not from a palette. Reach zones, progressive density, and the rule that unearned signal destroys real signal. Load before designing a screen, choosing a theme, or adding colour, motion, or output.
rule-verificationWhat counts as done for each kind of change: the required verification per task type, and the cross-cutting checks that apply to every task. Load before marking any task complete.
rule-windowsWindows host traps for commands and scripts: Git Bash versus PowerShell syntax, heredoc and inline-script mangling, Python cp1252 file I/O, native exit status, MSYS path rewriting, killing a process tree, supervised servers. Load on a win32 host before writing a shell command, script or .ps1.
rule-workflow-spineThe order the other skills run in. Four steps: isolate, build, prove, ship. Each carries the condition that ends it. Load before starting any feature, fix or task, and whenever you are about to pick a skill and cannot tell which one comes first.
securityFind the security defect in code before it ships: secrets in source or in schema files, Supabase RLS and access policies, session and sign-out scope, a user id read from the payload or a header instead of the verified session, and unvalidated external input.
seoAudit a page or a site for search and AI-answer visibility: metadata and Open Graph tags in the SERVED html, JSON-LD that actually parses, canonical, sitemap and robots correctness, and which AI crawlers are allowed to read or to cite the site.
sessionsSweep Claude Code Desktop sessions — classify which are finished, check their worktrees are safe to discard, write resume stubs, and archive the safe ones. Use for "archive finished sessions", "session cleanup", "how many sessions do I have open".
setup-projectScaffolds new projects or onboards existing ones. Detects stack, creates monorepo/single-app, configures strict tooling. Use for greenfield or first-time setup.
shipDeploy, release or promote a change and prove the served version is the one that was tested: gates, security, target identity, then the live check on every entry point. Use whenever a change is about to reach staging or production, or before saying it is live.
specTurns a one-line product idea into a spec, a data model and a prd.json backlog, so setup-project and auto can run without a manual planning hop. Use when the user describes something to build rather than a change to make, and as step 2 of the new-app chain it owns.
standardsThe conventions this project holds code to — UI state completeness, design tokens, type-safety boundaries, query-key shape, and the anti-patterns to flag on sight.
thriftFind the best value before recommending or running anything paid: state the job, survey every credible provider and host, check each one can do the job, normalise prices to the unit of work, then test the cheapest viable option once on the exact inputs before scaling up.
unslopSweep a product's routes at phone and desktop widths for layout slop (mismatched control rows, glued controls, double borders, short stripes, missing gutters, small tap targets, truncated text, broken rhythm, overflow), turn what is measured into fix stories by component, hand them to auto, and prov
verifierBuild a project-local verify skill and driver script that starts the app, drives its real controls through its main user flows and reports pass or fail with evidence. Use when a product repo has no scripted way to exercise the app the way a user does.
writing-for-agentsWriting a document another agent will execute: a SKILL.md, a CLAUDE.md or AGENTS.md line, a subagent brief, a scheduled-task prompt, a doc reached by a pointer. Use when creating or editing any of those.
code-reviewerReviews code changes for quality, patterns, and potential issues. Use before commits or PRs.
plan-reviewerReviews a plan, a design, or a finished change for what it got wrong — before it ships. Use for architecture decisions, risky migrations, and anything a domain expert would wince at. Read-only.
researcherDeep codebase and web research. Traces code flows, investigates bugs, researches libraries.
security-scannerScans for vulnerabilities, secrets, and security misconfigurations. Cross-project learning.
node
node
node
node
node
node
node
node
node
node
node
node
node
node
node
node
node
node
node
node
node
node
node
node
node
node
node
node
node
node
Cross-session project memory: observation capture, semantic search, domain-knowledge briefs, and repo-backed backup.
2 skills · hooks
Opinionated integrations for a specific stack: Supabase, Doppler and Stripe.
3 skills
Matt Pocock's agent skills for real engineering (grilling, spec/ticket flows, TDD, code review, domain modelling and more).
39 skills
Core skills library for Claude Code: TDD, debugging, collaboration patterns, and proven techniques
15 skills · hooks
Use Alibaba Open Code Review from local Codex.
2 skills
Backend API design, GraphQL architecture, workflow orchestration with Temporal, and test-driven backend development
9 skills · 1 command · 8 agents
AI-supervised issue tracker for coding workflows
1 skill · 1 agent · hooks
PRD generation and conversion skills for the Ralph autonomous agent loop
2 skills
This page updates itself from your repo. Add the badge to your README, or get it Featured to pin it above the organic results with a followed link to your site.