majiayu000
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- ▌ Announcements · majiayu000 bundleMake spoken TTS announcements on Home Assistant media players (Sonos, Google Home, Echo, etc.) via ha-mcp. Use for reminders, notifications, proactive alerts, or any time you need to speak out loud in the house.
- ▌ Close Kitchen · majiayu000 bundleClose the AutoSkillit kitchen — hides kitchen MCP tools for this session.
- ▌ Inngest Setup · majiayu000 bundleUse when adding durable execution to a TypeScript project — building retry-safe webhook handlers, background jobs that survive crashes, scheduled tasks, or long-running workflows that outlive a single request. Covers Inngest SDK installation, client config, environment variables, serve endpoints (Next.js, Express, Hono, Fastify), connect-as-worker mode, and the local dev server.
- ▌ Macos Launchd · majiayu000 bundleLaunchDaemons/LaunchAgents, plist, launchctl, login items, OpenClaw gateway service
- ▌ Oci Resources · majiayu000 bundleUse OCI free-tier resources (Object Storage, Autonomous Database). Use when user says 'oci database', 'object storage', 'oracle db', or 'autonomous database'.
- ▌ Setup Harness · majiayu000 bundleCopy Claude Code harness into a project directory for version control. Use when user wants to set up the harness or when they say "setup harness", "copy harness", "install harness", or provide a harness path.
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- ▌ Agent Ops Idea · majiayu000 bundleCapture loosely structured ideas, enrich with research, and create backlog issues. Use when user has a raw concept that needs fleshing out.
- ▌ AI Feature Prd · majiayu000 bundleWrite a PRD for an AI-powered feature, covering the things normal PRDs miss. Use when asked to spec an AI/LLM feature, write a PRD for a feature that uses a model, or plan an AI capability (assistant, summarizer, generator, classifier). Produces an AI feature PRD — problem & UX of uncertainty, model approach, eval criteria, guardrails, fallback behaviour, the data flywheel, and cost/latency budget.
- ▌ Churn Analysis · majiayu000 bundleAnalyse customer churn for a product or cohort and produce a structured churn report. Use when asked to analyse churn, understand why customers are leaving, identify churn patterns, calculate churn rate, or build a churn reduction plan. Produces a churn analysis with rate calculations, categorised reasons, early warning signals, and prioritised interventions.
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- ▌ Create Roadmap · majiayu000 bundleCreate a Now/Next/Later outcome-oriented roadmap when the user asks to plan a roadmap, prioritize features, or define product direction
- ▌ Deep Interview · majiayu000 bundleSocratic deep interview with mathematical ambiguity gating before autonomous execution
- ▌ Delta Briefing · majiayu000 bundleMake a recurring brief report what changed since the last edition instead of restating everything. Use when a weekly or monthly report keeps repeating itself, when setting up a scheduled monitor or digest, or when asked to make a recurring update delta-aware. Produces a changes-first brief plus the state record the next run will diff against.
- ▌ Factory Status · majiayu000 bundleGet comprehensive factory status - research progress, drill status, inventory, production overview. Use when checking progress or deciding what to do next.
- ▌ Feature Design · majiayu000 bundleGuide users through feature specification development using EARS patterns and INCOSE quality rules. Creates requirements documents and technical design specifications with iterative user feedback.
- ▌ Forum Research · majiayu000 bundleResearch real competitors and market positioning via Reddit, forums, and community discussions. Use when finding actual competitors (not assumed ones), researching brand reputation, discovering how users compare brands, or when user mentions "forum research", "Reddit comparisons", "real competitors", or "what do people say about".
- ▌ Github Copilot · majiayu000 bundleGitHub Copilot REST API via curl. Use this skill to manage Copilot subscriptions and retrieve usage metrics.
- ▌ Impact Mapping · majiayu000 bundleCreate impact maps using Gojko Adzic's methodology. Structure strategic planning from Goals to Actors to Impacts to Deliverables for clear product roadmaps.
- ▌ Innovate Phase · majiayu000 bundleAnalyze PRD for innovation opportunities, present each with HITL selection loop (Implement/Skip/More Details), update PRD with selections. Use when /architect workflow reaches innovation phase after vibe-check. Always runs for /architect (unlike /build where innovation is optional).
- ▌ Intent Capture · majiayu000 bundleCapture user intent through guided conversation. Exploratory phase with high degrees of freedom.
- ▌ Issue Tracking · majiayu000 bundleCreates and manages issues via tissue for tracking work items, bugs, and features. Use for organizing work, checking ready issues, or updating status.
- ▌ Lean Analytics · majiayu000 bundleChoose and audit startup metrics using Alistair Croll and Benjamin Yoskovitz's "Lean Analytics: Use Data to Build a Better Startup Faster". Use when the user mentions "what metrics should we track", "KPIs", "north star metric", "One Metric That Matters", "OMTM", "vanity metrics", "analytics dashboard", "DAU/MAU", "churn benchmark", or "measure product-market fit". Also trigger when choosing metrics for a startup or feature, auditing dashboards for vanity metrics, setting metric targets and baselines, or instrumenting a product by business model and stage. Covers good-vs-vanity metrics, the One Metric That Matters, metrics by business model, the five startup stages, and benchmarks with lines in the sand. For the build-measure-learn loop itself, see lean-startup. For fixing activation and retention, see improve-retention.
- ▌ Linear Planner · majiayu000 bundlePlan and break down work into Linear issues with dependencies, milestones, and projects. Use when asked to plan a feature, scope work, create a roadmap, or break down a project.
- ▌ Make Scenarios · majiayu000 bundleAnalyze a plan or codebase to generate scenarios in "Actor wants to..." format from a stated perspective. Use when user says "make scenarios", "generate scenarios", "jeopardy requirements", or wants to identify extension points and use cases.
- ▌ Metrics Detect · majiayu000 bundleDetect which external metric sources apply to this product (GitHub, Plausible, Stripe, etc.) and configure adapters. Retrofit entry point for projects that started before v0.14; also runnable to refresh source list when the product grows.
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- ▌ Phase2 Results · majiayu000 bundle> "We don't know if we succeeded unless we defined what success looks like before we started."
- ▌ Pivot Decision · majiayu000 bundle<!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 -->
- ▌ Portfolio Page · majiayu000 bundleStructure a portfolio or case-study page that shows your work, not just lists it. Use when asked to write a portfolio page, a project case study, a work showcase, or an 'is this person good?' proof page. Produces a portfolio structure — a positioning header, and per-project case studies (context → your role → what you did → outcome) that demonstrate impact, ready to export as a designed page/PDF.
- ▌ Product Growth · majiayu000 bundleDrive sustainable product growth through data-driven experimentation, growth frameworks, and systematic optimization. Use for implementing growth loops, conducting growth experiments, analyzing growth metrics, building viral features, optimizing onboarding flows, improving activation and retention rates, developing referral programs, and scaling user acquisition through evidence-based growth strategies.
- ▌ Product Launch · majiayu000 bundleUse this skill when planning go-to-market strategy, running beta programs, creating launch checklists, or managing rollout strategy. Triggers on product launch, go-to-market, GTM strategy, beta programs, launch checklist, rollout strategy, launch tiers, and any task requiring product release planning or execution.
- ▌ Product Review · majiayu000 bundleProduct-taste review that challenges 'are we building the right thing?' Four modes: EXPAND (dream big), HOLD (maximum rigor), REDUCE (strip to essentials), DESIGN (UX-first). Run before /spec or standalone. Use DESIGN mode for UI-heavy features.
- ▌ Product Vision · majiayu000 bundleプロダクトビジョン策定、OKR設定、ロードマップ作成を専門とするスキル。長期的な製品戦略を明確化し、チームとステークホルダーの方向性を一致させます。 Anchors: • Inspired (Marty Cagan) / 適用: プロダクト戦略とビジョン設定 / 目的: 魅力的で実現可能なビジョンの策定 • Measure What Matters (John Doerr) / 適用: OKRフレームワーク / 目的: 目標設定と成果測定の体系化 • Product Roadmaps Relaunched (C. Todd Lombardo et al.) / 適用: 戦略的ロードマップ策定 / 目的: 優先順位付けと実行計画の明確化 Trigger: Use when defining product vision, creating vision boards, setting OKRs, building product roadmaps, aligning stakeholders on product strategy, establishing long-term product direction, or facilitating strategic planning sessions.
- ▌ Red Team Tools And Methodology · majiayu000 bundleThis skill should be used when the user asks to "follow red team methodology", "perform bug bounty hunting", "automate reconnaissance", "hunt for XSS vulnerabilities", "enumerate subdomains", or needs security researcher techniques and tool configurations from top bug bounty hunters.
- ▌ Research Pilot · majiayu000 bundleプロジェクト プロジェクトの Product Discovery スキル。 feature-pilot 進入前に「この機能を作るべきか?」と「どのように作るべきか?」を 業界標準フレームワーク(OST + Double Diamond + Shape Up)で検証する。 フルスクラッチ開発、リサーチ、妥当性検証、技術調査等のリクエストでトリガーされる。 <example> user: "ディクテーション機能をゼロベースでリサーチしたい" assistant: "research-pilotを使用してProduct Discoveryを開始します" </example> <example> user: "AIチューターに文法校正機能を追加したいが妥当性から確認して" assistant: "research-pilotを使用して技術的妥当性と市場需要を検証します" </example>
- ▌ Resolve Beagle · majiayu000 bundleUse as the follow-up to brainstorm-beagle when a spec has an Open Questions section (or quietly carries latent gaps) that need closing before planning or implementation can begin. Triggers on: "resolve the open questions", "close the gaps in this spec", "research the open items", "finalize my spec", "make this spec implementation-ready", "answer the TBDs". Also triggers whenever the user points at a brainstorm-beagle spec and asks for research, proposals, or answers to unresolved items. Orchestrates parallel research subagents when available (falls back to inline sequential research otherwise), proposes answers one at a time for user approval, then rewrites the spec in place so it arrives at planning with no known gaps. Does NOT write code, design implementation, or create plans — it only produces a complete spec.
- ▌ Security Scanning Tools · majiayu000 bundleThis skill should be used when the user asks to "perform vulnerability scanning", "scan networks for open ports", "assess web application security", "scan wireless networks", "detect malware", "check cloud security", or "evaluate system compliance". It provides comprehensive guidance on security scanning tools and methodologies.
- ▌ Send To Linear · majiayu000 bundleExtract actionable Linear tickets from ambiguous input — Slack conversations, call transcripts, screenshots, meeting notes, or any unstructured material. Proposes tickets in a scratchpad file for user review, then creates them in Linear on approval. Use when the user wants to turn conversations, transcripts, screenshots, or notes into Linear tickets. Also use when user says "create tickets from this", "send to linear", "make issues from this call/chat", or provides raw material and asks for tickets.
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- ▌ Vault Backlinks · majiayu000 bundleShow all backlinks and forward links for a note. Triggers when user mentions "backlinks", "who links here", "links to", "connections".
- ▌ Signal Scanner · majiayu000 bundleUse when searching for buying signals, detecting intent data, scoring prospect readiness, or monitoring accounts for trigger events. Triggers: 'scan for signals', 'find buying signals', 'who is ready to buy', 'intent signals', 'signal scoring', 'account signals'.
- ▌ Skill Creating · majiayu000 bundleUsed to create a new skill. Used when a user wants to create a new skill
- ▌ Solution Brief · majiayu000 bundle<!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 -->
- ▌ Speci5 Specify · majiayu000 bundleTransform idea documents from .spec/ideas/ into structured feature and story specs in .spec/features/. Creates feature.md and story.md files organized by feature folders and story subfolders. WHEN: /specify, write spec, create spec, turn idea into spec, specify feature, define stories, break down feature, structure requirements. DO NOT USE FOR: brainstorming ideas (use brainstorm), creating plans (use plan), checking implementation (use check).
- ▌ Srs Generation · majiayu000 bundleGenerates professional Software Requirements Specification (SRS) documents based on IEEE 830, ISO/IEC/IEEE 29148, and Amazon technical specification standards. This skill activates when the user needs a requirements document, requirements specification, SRS, functional requirements, non-functional requirements, software requirements, requirements analysis, or requirements engineering. It formalizes product needs into structured, testable, and traceable requirements with unique IDs, acceptance criteria, use cases, a CRUD matrix, and a full traceability matrix linking back to the upstream PRD.
- ▌ Startup Design · majiayu000 bundleDesign, validate, and plan a startup from scratch. Covers market research, competitive analysis, business model, brand identity, product definition, financial projections, and validation experiments. Trigger when the user has a startup idea to explore, wants to validate a business concept, needs a business plan or lean canvas, asks for market sizing or competitive landscape, wants brand positioning or go-to-market strategy, or says anything like "I have an idea for..." or "is this idea worth pursuing". Also handles resuming from a previous checkpoint.
- ▌ Story Workflow · majiayu000 bundleStory management, estimation, and Shortcut integration for backlog workflow. Use when (1) Starting new work from backlog, (2) Estimating story points, (3) Creating feature/bug/chore stories, (4) Defining acceptance criteria, (5) Working with Shortcut/issue tracking, (6) Classifying work types. Covers Fibonacci estimation (0/1/2/3/5/8), branch naming, story types, and TDD workflow integration.
- ▌ Tg Permissions · majiayu000 bundlePermission and access control patterns for the World of Darkness Django application. Use when implementing view permissions, checking user access levels, creating limited forms for owners, using PermissionManager vs is_st(), or working with view mixins. Triggers on permission checks, ST-only features, owner restrictions, or access control logic.
- ▌ User Interview · majiayu000 bundleRequirements elicitation through structured interviewing. Use when: (1) User provides vague, ambiguous, or incomplete requirements, (2) Clarification is needed before building features or writing code, (3) User says 'build X' without specifying behavior, edge cases, or constraints, (4) Translating stakeholder requests into PRDs, specs, or user stories. Triggers on phrases like 'make it better', 'add a feature', 'fix this', 'I need something that...', or any request lacking concrete acceptance criteria.
- ▌ User Needs Map · majiayu000 bundleMap user needs independently of solutions using Allen's User Needs Mapping methodology. Identifies underserved needs that feed into the Opportunity Solution Tree.
- ▌ Vp Engineering · majiayu000 bundleVP Engineering perspective - org design (team topologies), process improvement, cross-team dependencies, engineering culture, OKRs, incident management maturity, platform strategy, DX optimization, release management at scale
- ▌ Academics · majiayu000 bundleTrack assignments, due dates, grades, and study notes from Canvas LMS (iCal feed) and GoodNotes exports.
- ▌ Daily Log · majiayu000 bundleGenerate structured daily operation logs following standardized format for memory persistence and progress tracking.
- ▌ Flowguard · majiayu000 bundleGuard long, ambiguous, or stateful AI-agent work from drift. Use when the user asks to run or continue a multi-step task, autonomous loop, bug fix, repo change, PR readiness check, compaction handoff, resume from previous context, cost-control checkpoint, or any task likely to span many tool calls, files, sessions, agents, or verification gates.
- ▌ Inboxzero · majiayu000 bundleAutonomous email triage powered by AI. Connects to any email provider via IMAP, auto-labels, archives, drafts replies, and surfaces only what matters. Use when: drowning in email, want smart filtering beyond Gmail filters, or need automated triage. NOT for: sending bulk email, newsletter management, or email marketing campaigns.
- ▌ Kanban Md · majiayu000 bundleManage project tasks using kanban-md, a file-based kanban board CLI. Use when the user mentions tasks, kanban, board, backlog, sprint, project management, work items, priorities, blockers, or wants to track, create, list, move, edit, or delete tasks. Also use for standup, status update, sprint planning, triage, or project metrics.
- ▌ Log Daily · majiayu000 bundleLog conversation activity to today's daily note on demand. Use when wrapping up work, capturing decisions, or documenting session outcomes.
- ▌ Mail Read · majiayu000 bundleRead the full content of a specific email by ROWID, subject search, or description. Shows headers, body, and any attachment names. Use when user wants to read a specific email, see the full text of a message, or asks "what does that email say". Arguments: ROWID number, subject keywords, or a description of the email to find.
- ▌ Mail Work · majiayu000 bundleShow work emails only, filtered to Exchange/EWS accounts and corporate email domains. Digest with priorities. Use when user asks about work email, work inbox, or wants to separate work from personal mail. Arguments: optional date range or "today", "yesterday", "this week".
- ▌ Mex Relay · majiayu000 bundlePrepare and manage durable MEX team handoffs. Use when the user asks to hand work to a person or team, prepare an end-of-session handoff, save what the next engineer needs, create a MEX Relay, take or close a Relay, or explicitly invokes /mex-relay or $mex-relay. Treat Relay as a memory and context baton, not chat, notifications, task assignment, issue tracking, or a Jira replacement; do not activate for ordinary status messages that are not durable handoffs.
- ▌ Rpg Tools · majiayu000 bundleSolo RPG mechanical tools for dice rolling, tarot draws, oracles, name generation, character/location/memory management, and story retrieval. Use when the user asks to roll dice, draw tarot cards, consult oracles, generate names, load characters or locations, track memories, or pull from story collections during RPG sessions.
- ▌ Task Init · majiayu000 bundleInitialize complete task structure with worktrees, branches, and state tracking
- ▌ Ultraplan · majiayu000 bundleThis skill should be used when the user asks to "start parallel implementation", "orchestrate tasks", "run ultraplan", "launch ultrathink workflow", "parallel subagent execution", "plan and implement feature", "coordinate implementation across phases", "run 100 agents", "massive parallel work", or needs guidance on orchestrating multi-phase implementation workflows with parallel Task invocations.
- ▌ Wayfinder · majiayu000 bundleChart a route through a problem too big for one session: name the destination, map the fog, and graduate it into decision tickets on the frontier. Use when planning a greenfield project or a large feature build that will not fit in a single agent session.
- ▌ Week Prep · majiayu000 bundleGenerate a briefing with calendar, tasks, and attention flags. Use for "week prep", "briefing", or "what's on this week".
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- ▌ Apply Findings · majiayu000 bundleApply findings by making the suggested code changes. Applies accepted verdicts, escalates ambiguous findings to the user, and offers to note skipped genuine improvements. Use when the user asks to "apply findings", "apply fixes", "apply suggestions", "apply accepted findings", "fix the findings", or "apply the review results".
- ▌ Ase Help Skill · majiayu000 bundleShow the manual page of an ASE skill, addressed by its full name, by any abbreviation of it, or by a description of its purpose, and list the entire skill catalog when no name is given. Use when the user wants the "manual", "man page", "manpage", or "help" of a particular ASE skill, or asks what a certain `ase-xxx-xxx` skill does.
- ▌ Audit Agentsmd · majiayu000 bundleAudit AGENTS.md (or CLAUDE.md) for length, attention-zone misplacement, and extraction opportunities. Produces a prioritized report with reordering and extraction recommendations. Use when AGENTS.md exceeds 400 lines, after major additions, or when agent instruction compliance is poor.
- ▌ Audit Cohesion · majiayu000 bundleAudit codebase for internal cohesion - how well components fit together and maintain consistent patterns. Distinct from audit-arch (which checks rule violations); this checks integration fitness and convergence. Use when user says "audit cohesion", "check cohesion", "cohesion audit", or "alignment check".
- ▌ Audit Fix Loop · majiayu000 bundleThis skill should be used when the user asks to 'iteratively improve', 'audit and fix', 'hill-climb quality', 'grade and improve', 'score and fix', 'audit loop', 'quality loop', or needs structured iterative improvement of an artifact using scored independent audits. Also use when the user invokes a ralph loop for quality improvement rather than task completion.
- ▌ Audit Frontend · majiayu000 bundleFrontend audit — component architecture, accessibility, D3 visualization, search UX
- ▌ Ce Adr Consult · majiayu000 bundleMap a proposed change to governing ADRs and constraints before implementation; use for ADR applicability and conflict checks.
- ▌ Ce Code Review · majiayu000 bundleReview code changes for CE coding standards, ADR conformance, and behavior or API regression risk.
- ▌ Ce Plot Review · majiayu000 bundleReview visualization code for ADR-compliant PlotSpec behavior, lazy imports, and renderer correctness.
- ▌ Ce Skill Audit · majiayu000 bundleAudit the skills catalog for frontmatter quality, trigger precision, structural hygiene, and registry synchronization.
- ▌ Chatbot Review · majiayu000 bundleReview and improve AI chatbot responses using conversation logs from [Botsonic](https://composio.dev/toolkits/botsonic), [Docsbot](https://composio.dev/toolkits/docsbot-ai), or [Landbot](https://composio.dev/toolkits/landbot)
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- ▌ Citation Audit · majiayu000 bundleZero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the cited paper actually supports. Uses a fresh cross-model reviewer with web/DBLP/arXiv lookup to catch hallucinated authors, wrong years, fabricated venues, version mismatches, and wrong-context citations (cite present but the cited paper does not establish the claim). Use when user says "审查引用", "check citations", "citation audit", "verify references", "引用核对", or before submission to ensure bibliography integrity.
- ▌ Claudemd Audit · majiayu000 bundleUse when the user wants to audit CLAUDE.md files for bloat, staleness, misplacement, or information architecture issues. Invoked with /claudemd-audit. Supports --project, --global, --all scopes and --fix for auto-remediation. Use periodically or before shipping to ensure CLAUDE.md stays lean.
- ▌ Code Reviewing · majiayu000 bundlePerforms systematic code review with universal best practices and repo-specific standards. Auto-activates after significant code changes. Use when reviewing code, auditing files, checking PRs, examining staged changes, or when asked to "review", "check", "audit", or "examine" code. Enforces design principles (SOLID, DRY, KISS), security (OWASP), performance, concurrency safety, cross-platform compatibility, and codebase patterns.
- ▌ Code Standards · majiayu000 bundleStandard code patterns, conventions, and testing practices for Kubani. Reference this when writing new code, tests, or reviewing existing code.
- ▌ Codebase Audit · majiayu000 bundlePerforms comprehensive codebase audit checking architecture, tech debt, security vulnerabilities, test coverage, documentation, dependencies, and maintainability. Use when auditing a project, assessing codebase health, running security scans, checking for vulnerabilities, reviewing code quality, analyzing tech debt, or asked to audit/analyze the entire codebase.
- ▌ Comment Review · majiayu000 bundleReview comments and suggest cleanup (identify unnecessary comments, recommend improvements). Use to aggressively clean up comment debt in code.
- ▌ Criteria Audit · majiayu000 bundleValidate EXECUTION_PLAN.md for verification metadata, manual reasons, and testability. Use when preparing Phase 1 or after editing EXECUTION_PLAN.md.
- ▌ Dev Final Pass · majiayu000 bundleRun a quality review pass on a lesson before publishing, catching recurring issues found across project PR history
- ▌ Distilling Prs · majiayu000 bundleUse when reviewing PRs to triage, categorize, or summarize changes requiring human attention. Triggers: 'summarize this PR', 'what changed in PR #X', 'triage PR', 'which files need review', 'PR overview', 'categorize changes', or pasting a PR URL. Uses heuristic pattern matching to classify changes by review priority. For deep code analysis, use advanced-code-review instead.
- ▌ Feature Doctor · majiayu000 bundleプロジェクト プロジェクトの CONTEXT.json/状態不整合/破損を診断し自動復旧(Self-Healing)するスキル。 CONTEXT.json エラー、状態不整合、JSON 破損、欠落コンテキスト、related_code 不整合等を復旧する必要がある時に使用する。 「context 壊れた」「CONTEXT.json エラー」「状態不整合」「self-heal」「doctor」リクエストでトリガーされる。
- ▌ Feature Wiring · majiayu000 bundleプロジェクト プロジェクトの機能統合検証スキル。 実装された機能の Export、ルート、データフロー、Lint を検証し、 全コンポーネントが正しく接続されていることを確認する。 "統合検証して", "接続確認", "wiring 実行" 等の要求でトリガーされる。 <example> user: "code-analysis 機能の統合検証をして" assistant: "feature-wiring スキルで Export/ルート/データフロー/Lint を検証します" </example>
- ▌ Find Dead Code · majiayu000 bundleFind dead code using parallel subagent analysis and optional CLI tools, treating code only referenced from tests as dead. Use when the user asks to "find dead code", "find unused code", "find unused exports", "find unreferenced functions", "clean up dead code", or "what code is unused". Analysis-only — does not modify or delete code.
- ▌ Phx Learn From Fix · majiayu000 bundleCapture lessons after fixing a bug or receiving a correction — ecto, liveview, oban, iron law mistakes. Use when the user corrects your approach or teaches a pattern.
- ▌ Lp Do Critique · majiayu000 bundleHardnosed critic for lp-do-fact-find, lp-do-analysis, lp-do-plan, lp-offer, and process/skill documents. Surfaces weak claims, missing evidence, hidden assumptions, feasibility gaps, and unaddressed risks with no glazing.
- ▌ Manager Review · majiayu000 bundleQuality gate before responding to user. Reviews proposed response against original query, checks skill usage, iterates 50% of the time for accuracy.
- ▌ Markdownschema · majiayu000 bundleCreate, derive, and validate .mdschema files for markdown documents. USE WHEN create schema, add schema, derive schema, validate schema, check schema, mdschema, lint schema, heading rules, frontmatter validation.
- ▌ Meta User Test · majiayu000 bundleRun a structured, repeatable audit for a live website and produce actionable artifacts.
- ▌ Outline Strong · majiayu000 bundleOutline-Strong unified 5-layer validation - design all validation layers from requirements, then execute CREATE -> VERIFY -> INTEGRATE cycle. Use when implementing with comprehensive formal verification across types (Idris 2), specs (Quint), proofs (Lean 4), contracts, and tests simultaneously.
- ▌ Output Auditor · majiayu000 bundleMulti-angle review of responses before delivery. Audits from 4 perspectives -- factual accuracy, logical consistency, completeness, and safety. Use for high-stakes responses where errors have real consequences.
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- ▌ Pre Publish QA · majiayu000 bundleRun comprehensive QA checks before publishing to npm. Validates builds, tests, organon health, file lists, version alignment, and changelog. Use before any npm publish.