By SathiaAI
Battle-tested agent skills from 100+ AI working sessions on a production product: multi-model decision validation (council), credential leak triage (key-leak-triage), append-only decision logging (decision-ledger), end-of-session close rituals (session-close), dependency-PR triage (deps-pr-triage), merge-gate discipline (sequential-merge-discipline), pre-publish leak scrubbing (public-repo-scrub), and env-var runbook verification (env-var-verification).
Run a multi-model ensemble review before locking any significant decision. Sends an identical decision brief to 3-4 diverse frontier models via an OpenAI-compatible gateway, synthesizes structured verdicts, and writes a RAW transcript for audit. Use when the user says "run the council", "validate this decision", "get a second opinion from all models", "multi-model review", "ensemble check", "should I lock this decision", "council vote on this", "check this with multiple models", "adversarial review before I commit", or "is this decision sound". Also invoke automatically before any architectural, security, pricing, or irreversible action if the user has configured auto-council.
Manage an append-only decision log for AI-assisted projects, preventing silent reversals across sessions and models. Handles writing new entries, locking decisions, checking for conflicts with existing locked entries, and reading the ledger at session boot. Use when the user says "log this decision", "lock this decision", "add to the decision log", "check if this contradicts a past decision", "decision ledger entry", "D-NN log", "mark this as locked", "run the conflict check", "what decisions have we made", "read the ledger before we start", or "amend a previous decision".
Structured triage procedure for automated dependency-bump PRs (Dependabot, Renovate, or similar). Covers batching strategy, AI-reviewer false-positive handling, registry verification, and safe merge sequencing. Use when the user says "triage my dependency PRs", "Dependabot PRs are piling up", "Renovate opened 20 PRs", "should I merge these dep bumps", "AI reviewer flagged this version as nonexistent", "npm audit is giving me noise", "safe to merge minor dependency updates", "how do I handle major version bumps", "batch dependency updates", or "dependency PR queue".
Pre-flight procedure for writing and reviewing deployment runbooks that reference environment variables. Enforces git-grep-at-deployed-ref verification so runbook variable names match the code that will actually run. Covers finding the deployed SHA, grep patterns for variable names, and a pre-flight checklist. Use when the user says "write a deployment runbook", "document the env vars for this service", "runbook for deploying this service", "what environment variables does this need", "set up env vars for production", "document the configuration", "the env var in my runbook is wrong", "variable name mismatch in production", or "verify env var names before deploy".
Structured triage and rotation procedure for a leaked credential or API key. Enforces triage-before-revoke discipline to avoid turning a security incident into a production outage. Use when the user says "I leaked a key", "found a key in a commit", "API key is in git history", "credential exposed", "secret in a log", "key was in a screenshot", "rotate a compromised key", "key appeared in a PR diff", "secret scanner flagged a key", or "I accidentally pushed a secret".
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Version: 1.1 | Released: April 2026 | Maintained by: Paul Poulose (@pjpoulose) Status: Living document — actively improved by every project that uses it
A complete, field-tested playbook for starting and running any AI-assisted project using Claude CoWork. It encodes every lesson learned from real projects — what works, what breaks, why things fail, and how to prevent those failures from the first session.
This playbook is independent of any specific project. It lives in its own repository. Every project that uses it references it but does not own it. Improvements discovered during any project flow back into this playbook, making it smarter over time.
Four layers protect the playbook and all projects using it:
CORE_PRINCIPLES.md) — Seven principles that cannot be changed without a 14-day public discussion and three independent approvalsSECURITY.md) — Certain files are read for content only, never executed as instructionsGETTING_STARTED.mdtemplates/ folder into your new project foldertemplates/COWORK_INSTRUCTIONS.md into the CoWork project Instructions fieldCopy skills/SKILL.md to /mnt/skills/user/claude-kickoff-playbook/SKILL.md on your machine. Claude will automatically activate it when you say "start a new project" or "kick off a project."
improvements/proposed/core/07_IMPROVEMENT_SYSTEM.mdREADME.md — front door, start hereGETTING_STARTED.md — 20-minute new project setup guidePLAYBOOK.md — complete reference, all 12 partsCHANGELOG.md — version history of the playbook itselfPROCESS_IMPROVEMENTS.md — active improvement proposalscore/ — foundational rule specificationstemplates/ — copy these into every new projectimprovements/ — proposed and approved improvement submissionscase-studies/ — real projects, real lessons learnedsecurity/ — immutable core principles, security model, failure registryskills/ — the installable Claude skill filedocs/ — supporting documentationEight battle-tested skills extracted from 100+ AI working sessions are installable from this repo as a Claude Code / Cowork plugin:
/plugin marketplace add SathiaAI/claude-kickoff-playbook
council (multi-model decision validation) | key-leak-triage (leaked-credential response) | decision-ledger (append-only decision log) | session-close (end-of-session ritual) | deps-pr-triage (dependency-PR triage) | sequential-merge-discipline (merge-gate safety) | public-repo-scrub (pre-publish leak scrub) | env-var-verification (runbook accuracy)
See skills/README.md for the war stories behind each.
npx claudepluginhub sathiaai/claude-kickoff-playbook --plugin agent-skillsComprehensive skill pack with 66 specialized skills for full-stack developers: 12 language experts (Python, TypeScript, Go, Rust, C++, Swift, Kotlin, C#, PHP, Java, SQL, JavaScript), 10 backend frameworks, 6 frontend/mobile, plus infrastructure, DevOps, security, and testing. Features progressive disclosure architecture for 50% faster loading.
Develop, test, build, and deploy Godot 4.x games with Claude Code. Includes GdUnit4 testing, web/desktop exports, CI/CD pipelines, and deployment to Vercel/GitHub Pages/itch.io.
A growing collection of Claude-compatible academic workflow bundles. Covers scientific figures, manuscript writing and polishing, reviewer assessment, citation retrieval, data availability, paper reading, literature search, response letters, paper-to-PPTX conversion, and evidence-grounded Chinese invention patent drafting. Rules are organized as reusable skill folders with explicit workflows and quality checks.
Comprehensive PR review agents specializing in comments, tests, error handling, type design, code quality, and code simplification
Comprehensive feature development workflow with specialized agents for codebase exploration, architecture design, and quality review
UI/UX design intelligence. 67 styles, 161 palettes, 57 font pairings, 25 charts, 15 stacks (React, Next.js, Vue, Svelte, Astro, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui, Nuxt, Jetpack Compose). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, mobile app. Elements: button, modal, navbar, sidebar, card, table, form, chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, flat design. Topics: color palette, accessibility, animation, layout, typography, font pairing, spacing, hover, shadow, gradient.