calibrate
Post-launch AI feature calibration workflow. Document error patterns, review eval performance, and decide on agency promotion. Based on CC/CD framework for continuous calibration of AI products.
coder
Apply Brian Balfour's CODER framework to drive organizational AI adoption. Constraints, Ownership, Directives, Expectations, Rewards.
competitive-research
Systematic competitive intelligence with parallel agent analysis. Analyzes competitors thoroughly and synthesizes into actionable insights.
four-fits
Find which fit is broken before you burn cash scaling. Brian Balfour's framework for validating sustainable growth readiness.
four-risks
Run Marty Cagan's Four Risks assessment on an issue (value, usability, feasibility, viability). Use when evaluating features before building.
growth-loops
Find your growth loop or stay stuck in linear acquisition hell. Identify viral, content, network, and paid loop opportunities using Elena Verna's framework.
issue-audit
Understand how a team organizes work in Linear. Helps PMs onboarding to new teams learn conventions, see examples, and know what questions to ask.
lno-prioritize
Find out if you're spending time on the wrong things. Categorize backlog by Leverage/Neutral/Overhead and challenge your time allocation.
now-next-later
Generate a Now-Next-Later roadmap using Janna Bastow's framework. Communicates sequence and certainty without false dates.
pm-frameworks
Expert knowledge of proven product management frameworks for discovery, growth, measurement, planning, and AI-era practices.
pmf-survey
Create and analyze a PMF survey using Rahul Vohra's Superhuman framework. The magic 40% benchmark for product-market fit.
project-health
Deep-dive health check on a single Linear project. Produces assessment with 7 dimensions - On Track / At Risk / Stalled.
reflect
Pattern recognition across your product decisions. Analyzes saved strategy sessions to surface themes, recurring risks, and suggested next steps.
shape-up
Shape work using the Shape Up methodology (Ryan Singer, Basecamp). Walk through the 4-step shaping process to create pitches ready for betting. Distinguishes between established product mode (fixed time, variable scope) and new product mode (looser constraints). Use when planning cycle work, writing pitches, or coaching PMs on shaping.
spec
Write specifications at the right depth for any project. Progressive disclosure from quick Linear issues to full AI feature specs. Embeds Linear Method philosophy (brevity, clarity, momentum) with context engineering for AI features. Use for any spec work - quick tasks, features, or AI products.
start-evals
Start AI evals without overengineering. Create your first 20 test cases in a spreadsheet using PM-Friendly Evals approach.
strategy-session
Your product soundboard. Work through product decisions conversationally - Claude gathers context, challenges assumptions, captures decisions, and creates Linear issues.
workspace-calibration
Analyze Linear workspace health and usage patterns before jumping into backlog work. Like a pre-flight check for a new PM joining a team or organization.
council
Run multi-LLM council for adversarial debate and cross-validation. Orchestrates Claude, GPT-4, and Gemini for production-grade implementation, code review, architecture design, research, and security analysis.
jbct-review
Thorough parallel JBCT code review. Launches 10 focused reviewers plus aggregator for comprehensive compliance checking.
JBCT
Java Backend Coding Technology skill for designing, implementing, and reviewing functional Java backend code. Use when working with Result, Option, Promise types, value objects, use cases, or when asked about JBCT patterns, monadic composition, parse-don't-validate, structural patterns (Leaf, Sequencer, Fork-Join), or functional Java backend architecture.
fix-all
Fix ALL issues found in the preceding review. Thorough, relentless, complete.
HLS Troubleshooting
This skill should be used when the user mentions "HLS not working", "haskell-language-server issues", "Haskell LSP problems", "no completions in Haskell", "HLS diagnostics not showing", "troubleshoot HLS", "Haskell code analysis not working", or asks why HLS features aren't available in Claude Code.
ba
Task tracker for LLM sessions. Use "$ba ready" to see available work, "$ba claim <id>" to take ownership, "$ba finish <id>" when done.
grok-skill
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gha-sha-reference
ユーザーがGitHub Actionsのタグ参照をSHA参照に変換するよう要求したときに発動してください。uses:フィールドのタグ参照を自動的にSHA参照（コミットハッシュ + コメント付きバージョン）に変換します。
reading-notion
Notion URLが会話に登場した時、またはNotionのコンテンツを検索・取得する必要がある時に使用してください。
requesting-gcloud-bq-auth
gcloudやbqコマンド実行時に認証エラー（Reauthentication required等）を検出した場合に使用。エージェントが自動で認証コマンドを実行することを防ぎ、ユーザーに認証を依頼します。
semantic-committing
コミット時、「commit」「git add」「変更を分割」の言及時に使用。git diffを分析し、変更を論理的な意味単位に分割してコミットする。git-sequential-stageでhunk単位のステージングを行う。
updating-pr-title-and-description
Pull Request作成・更新時に使用。タイトルと説明文を自動生成・更新する。
ask-user-choice
ユーザーに質問や確認をする際に毎回発動してください。自由回答形式ではなく、明確な選択肢（1質問あたり2-4個）を持つAskUserQuestionツールを使用し、ユーザーの入力負担を軽減して意思決定を迅速化します。柔軟性のためmultiSelect trueをデフォルトにしてください。
assembling-dev-team
「開発チーム集合」「チームで実装」「チーム編成して」の言及時に使用。プランファイルに基づいて実装・リリース・レビュー・プラン更新の4担当をスポーンし、ステップごとに実装→レビュー→リリースのサイクルを回す。
codex-plan-review
planファイルのレビューを依頼された際に使用。Codex CLIを使ってplanファイル自体の実現可能性・技術的妥当性・抜け漏れをレビューし、指摘をタスクリスト化して収束するまで繰り返します。
codex-review
コードレビューを依頼された際に使用。Codex CLIを使ってplanファイルと開発日誌（コンテキストにある場合）を参照し、実装が計画に沿っているかをレビューし、指摘をタスクリスト化して収束するまで繰り返します。
execute-plan
planモードの計画に基づいて実装を開始する。planファイルからタスクリスト作成→タスク順次実行→各タスク完了時にコミット→最後にcodex-reviewを実行する。
planning-guardrails
Plan modeや計画作成・プラン作成の依頼時に必ず発動し、必須セクションを漏れなく含む計画を作るためのガードレールを提供します。参考情報（URL/過去PR/ファイルパス）とユーザー発言（要約＋生ログ）を必須化し、テストがある場合はTDD前提と正常系/異常系テストケース記載を強制します。
writing-dev-diary
「開発日誌更新」「開発日誌作って」の言及時に使用。esa-llm-scoped-guardで開発日誌を新規作成・更新します。
wp-performance-review
WordPress performance code review and optimization analysis. Use when reviewing WordPress PHP code for performance issues, auditing themes/plugins for scalability, optimizing WP_Query, analyzing caching strategies, checking code before launch, or detecting anti-patterns, or when user mentions "performance review", "optimization audit", "slow WordPress", "slow queries", "high-traffic", "scale WordPress", "code review", "timeout", "500 error", "out of memory", or "site won't load". Detects anti-patterns in database queries, hooks, object caching, AJAX, and template loading.
Fluxwing Component Creator
Create uxscii components with ASCII art and structured metadata when user wants to create, build, or design UI components. Use when working with .uxm files, when user mentions .uxm components, or when creating buttons, inputs, cards, forms, modals, or navigation.
Fluxwing Screenshot Importer
Import UI screenshots and generate uxscii components automatically using vision analysis. Use when user wants to import, convert, or generate .uxm components from screenshots or images.
Fluxwing Component Expander
Add interaction states like hover, focus, disabled, active, error to existing uxscii components. Use when working with .uxm files, when user wants to expand, enhance, or add states to .uxm components.
Fluxwing Component Viewer
View detailed information about a specific uxscii component including metadata, states, props, and ASCII preview. Use when working with .uxm files, when user wants to see, view, inspect, or get details about a .uxm component.
Fluxwing Enhancer
Enhance uxscii components from sketch to production fidelity. Use when working with .uxm files marked as "fidelity: sketch" or when user wants to add detail and polish to components.
Fluxwing Library Browser
Browse and view all available uxscii components including bundled templates, user components, and screens. Use when working with .uxm files, when user wants to see, list, browse, or search .uxm components or screens.
Fluxwing Screen Scaffolder
Build complete UI screens by composing multiple uxscii components. Use when working with .uxm files, when user wants to create, scaffold, or build .uxm screens like login, dashboard, profile, settings, or checkout pages.
fluxwing-validator
Validate uxscii components and screens against schema with interactive menu or direct script calls
conference-scheduler
Generate optimized conference schedules using Google OR-Tools CP-SAT solver. Use when the user needs to create conference schedules from CSV data with constraints like speaker conflicts, track distribution, room assignments, educational flow, and speaker availability. Supports both single-day and multi-day conferences. Handles inputs from Google Sheets CSV exports with talks (ID, title, summary, track, level, speakers, availability) and schedule slots (day, times, rooms). Outputs CSV and Markdown schedules.
pltr-cli
Helps you work with Palantir Foundry using the pltr CLI. Use this when you need to query datasets, manage orchestration builds, work with ontologies, run SQL queries, manage folders/spaces/projects, copy datasets, or perform admin operations in Foundry. Triggers: Foundry, pltr, dataset, SQL query, ontology, build, schedule, RID.
flow-coach
Interactive claude-flow orchestration coach that guides users through swarm topology selection, agent deployment, memory configuration, and SPARC workflows. Use when learning claude-flow, choosing between swarm vs hive-mind, selecting agents, or optimizing multi-agent coordination. NEVER auto-executes - always displays recommendations and asks first.
agentic-coach
Interactive prompt engineering coach that elevates vague prompts through Socratic dialogue, multiple transformation styles, and guided learning. Use when improving prompts, learning agentic engineering, or wanting coached guidance rather than automated transformation. NEVER auto-executes - always displays and asks first.
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