ngocsangyem

@ngocsangyem source repo

281 skills
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1 day ago last updated

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Mk Skill Creator 2 · ngocsangyem bundle
Creates new skills with proper structure, compliance checks, and registration. Enforces mk: prefix, sub-agents.md structure, and context-engineering principles. Use to scaffold a new skill.

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Mk Trace Analyze 2 · ngocsangyem bundle
Analyzes harness trace logs to surface recurring failure patterns and suggest harness improvements. Scatter-gather across last N runs with a mandatory HITL gate before any change is applied.

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Mk Validate Plan 2 · ngocsangyem
Validates an approved plan across 8 dimensions before build — incomplete acceptance criteria, missing dependencies, unresolved risks. Use after Gate 1, before Test.

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Mk Plan Creator 3 · ngocsangyem bundle
Structured multi-file implementation plans before build; scope-aware, enforces Gate 1. NOT for ticket sizing (mk:planning-engine) or plan CEO-review (mk:plan-ceo-review).

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Mk Agent Detector 2 · ngocsangyem bundle
Detects the right agent and complexity tier at Phase 0 orient; runs first in every workflow. NOT for runtime agent routing inside a single skill.

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Mk Jira Lifecycle 2 · ngocsangyem bundle
Drive JIRA workflow lifecycle via jira-as: transition, assign, resolve, reopen, versions, components. NOT issue CRUD (mk:jira-issue) or bulk transitions (mk:jira-bulk).

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Mk Playwright CLI 2 · ngocsangyem bundle
Session-persistent browser automation via Playwright CLI: form filling, screenshots, data extraction, multi-step flows. NOT for autonomous flows (mk:agent-browser) or .spec.ts E2E code (mk:qa-manual).

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Mk Brainstorming 3 · ngocsangyem bundle
Generate or compare multiple technical approaches for one validated decision. NOT for product discovery or refining an existing plan.

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Mk Context Audit 3 · ngocsangyem bundle
Read-only audit of the project's agent-tree structural overhead vs the context window. NOT for cost tracking (budget skill); NOT for read/compact decisions (mk:context-engineering).

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Mk Scale Routing 3 · ngocsangyem bundle
Domain-aware complexity routing: scans the task for domain keywords, matches domain-complexity.csv, and returns complexity level, workflow intensity, and execution tier. Extends Phase 0 orchestration.

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Mk Skill Creator 3 · ngocsangyem bundle
Creates new skills with proper structure, compliance checks, and registration. Enforces mk: prefix, sub-agents.md structure, and context-engineering principles. Use to scaffold a new skill.

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Mk Trace Analyze 3 · ngocsangyem bundle
Analyzes harness trace logs to surface recurring failure patterns and suggest harness improvements. Scatter-gather across last N runs with a mandatory HITL gate before any change is applied.

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Mk Confluence Page 2 · ngocsangyem bundle
Confluence page CRUD via confluence-as: create/show/update/delete, hierarchy, copy. NOT bulk (mk:confluence-bulk), spec analysis (mk:confluence-spec-analyst), or comments (mk:confluence-collaborate).

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Mk Frontend Design 2 · ngocsangyem bundle
Use when designing UI components, reviewing visual design, building design systems, or checking accessibility. Auto-activates on frontend design tasks and UI reviews.

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Mk Markdown Reader 2 · ngocsangyem bundle
Serve a markdown file/directory as a calm, book-like reader via a local HTTP server (127.0.0.1 only); good for long-form docs like RFCs and plans. Supports Mermaid, dark/light mode, and a nav sidebar.

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Mk Plan Ceo Review 2 · ngocsangyem bundle
CEO/founder-mode plan review: rethink the problem, find the 10x product, challenge premises, expand scope. Four modes, dream-big to strip-to-essentials. Use to rethink ambition or scope.

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Mk Planning Engine 2 · ngocsangyem bundle
Analyzes ticket complexity and dependencies against the codebase before sprint planning. NOT for writing plans (mk:plan-creator); NOT for scope review (mk:plan-ceo-review).

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Mk Problem Solving 2 · ngocsangyem bundle
Use when stuck on approach, not debugging. Unstick via 7 techniques: simplification, collision-zone thinking, inversion, first principles, via negativa. For debugging use mk:sequential-thinking.

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Mk Project Context 2 · ngocsangyem bundle
Generate or update docs/project-context.md — the source of truth for conventions, tech stack, and anti-patterns, loaded by all agents as a constitution.

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Mk Prompt Enhancer 2 · ngocsangyem bundle
Refine a draft prompt before sending to a coding agent: decomposes goal/context/constraints, flags ambiguity, emits a model-agnostic rewrite. NOT for prompts from scratch (mk:brainstorming).

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Mk Sprint Contract 2 · ngocsangyem bundle
Negotiates a file-based sprint contract between generator and evaluator before code is written: turns a spec into testable acceptance criteria with rubric tie-ins.

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Mk Web To Markdown 2 · ngocsangyem bundle
Fetch a URL and return clean markdown, for arbitrary external pages (blog, RFC, GitHub issue, vendor doc) not covered by mk:docs-finder. Static-only by default; opt-in JS rendering available.

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Mk Agent Detector 3 · ngocsangyem bundle
Detects the right agent and complexity tier at Phase 0 orient; runs first in every workflow. NOT for runtime agent routing inside a single skill.

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Mk Jira Lifecycle 3 · ngocsangyem bundle
Drive JIRA workflow lifecycle via jira-as: transition, assign, resolve, reopen, versions, components. NOT issue CRUD (mk:jira-issue) or bulk transitions (mk:jira-bulk).

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Mk Playwright CLI 3 · ngocsangyem bundle
Session-persistent browser automation via Playwright CLI: form filling, screenshots, data extraction, multi-step flows. NOT for autonomous flows (mk:agent-browser) or .spec.ts E2E code (mk:qa-manual).

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Mk Document Release 2 · ngocsangyem bundle
Post-ship docs sync: cross-reference the diff and update README/ARCHITECTURE/CONTRIBUTING/AGENTS.md + CHANGELOG to match what shipped. Use on 'update/sync docs'; suggest after a PR opens.

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Mk Confluence Page 3 · ngocsangyem bundle
Confluence page CRUD via confluence-as: create/show/update/delete, hierarchy, copy. NOT bulk (mk:confluence-bulk), spec analysis (mk:confluence-spec-analyst), or comments (mk:confluence-collaborate).

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Mk Markdown Reader 3 · ngocsangyem bundle
Serve a markdown file/directory as a calm, book-like reader via a local HTTP server (127.0.0.1 only); good for long-form docs like RFCs and plans. Supports Mermaid, dark/light mode, and a nav sidebar.

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Mk Planning Engine 3 · ngocsangyem bundle
Analyzes ticket complexity and dependencies against the codebase before sprint planning. NOT for writing plans (mk:plan-creator); NOT for scope review (mk:plan-ceo-review).

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Mk Problem Solving 3 · ngocsangyem bundle
Use when stuck on approach, not debugging. Unstick via 7 techniques: simplification, collision-zone thinking, inversion, first principles, via negativa. For debugging use mk:sequential-thinking.

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Mk Sprint Contract 3 · ngocsangyem bundle
Negotiates a file-based sprint contract between generator and evaluator before code is written: turns a spec into testable acceptance criteria with rubric tie-ins.

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Mk Web To Markdown 3 · ngocsangyem bundle
Fetch a URL and return clean markdown, for arbitrary external pages (blog, RFC, GitHub issue, vendor doc) not covered by mk:docs-finder. Static-only by default; opt-in JS rendering available.

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Mk Lazy Agent Loader 2 · ngocsangyem bundle
Deprecated compatibility shim. Agent routing reads the canonical inventory under .codex/agents/ directly; do not use this skill for agent selection.

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Mk Vue Best Practices 2 · ngocsangyem bundle
Deep Vue 3 best-practices review and authoring workflow: built-in components (Teleport, Suspense, KeepAlive, Transition), animations, slots, directives, render fns, perf pass. Complements mk:vue.

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Mk Lazy Agent Loader 3 · ngocsangyem bundle
Deprecated compatibility shim. Agent routing reads the canonical inventory under .cursor/agents/ directly; do not use this skill for agent selection.

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Mk Context Engineering 2 · ngocsangyem bundle
Runtime router for context decisions: read-more/stop/ask/assume/delegate, minimal read-set, compaction timing. Model: Write/Select/Compress/Isolate. NOT for .codex/ overhead audit (mk:context-audit).

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Mk Project Organization 2 · ngocsangyem bundle
Correct file paths, project layout, and naming conventions. Two modes: advisory (return a path) and organize (restructure).

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Mk Session Continuation 2 · ngocsangyem bundle
Persists and restores mid-session workflow progress across context resets. Use when resuming workflows, saving state, or handling context compaction. Triggers on: handoff, save state, resume workflow.

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Mk Context Engineering 3 · ngocsangyem bundle
Runtime router for context decisions: read-more/stop/ask/assume/delegate, minimal read-set, compaction timing. Model: Write/Select/Compress/Isolate. NOT for agent-tree overhead audit (context-audit).

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Mk Vulnerability Scanner 2 · ngocsangyem bundle
Vulnerability analysis: OWASP Top 10, current threat landscape, supply chain security, attack surface mapping, risk prioritization. Use for security audits. NOT for STRIDE/CSO infra audits (mk:cso).

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Mk Workflow Orchestrator 2 · ngocsangyem bundle
Auto-invoked 7-phase workflow for complex-feature intent; fasttrack mode for pre-approved specs. NOT for explicit single tasks (mk:cook), green-field builds (mk:autobuild), or simple fixes (mk:fix).

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Mk Project Organization 3 · ngocsangyem bundle
Correct file paths, project layout, and naming conventions. Two modes: advisory (return a path) and organize (restructure).

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Mk Session Continuation 3 · ngocsangyem bundle
Persists and restores mid-session workflow progress across context resets. Use when resuming workflows, saving state, or handling context compaction. Triggers on: handoff, save state, resume workflow.

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Mk Vulnerability Scanner 3 · ngocsangyem bundle
Vulnerability analysis: OWASP Top 10, current threat landscape, supply chain security, attack surface mapping, risk prioritization. Use for security audits. NOT for STRIDE/CSO infra audits (mk:cso).

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Mk Workflow Orchestrator 3 · ngocsangyem bundle
Auto-invoked 7-phase workflow for complex-feature intent; fasttrack mode for pre-approved specs. NOT for explicit single tasks (mk:cook), green-field builds (mk:autobuild), or simple fixes (mk:fix).

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Mk Resolving Merge Conflicts 2 · ngocsangyem
Resolves an in-progress git merge/rebase conflict: reads conflict state, recovers each side's intent, resolves hunks, runs checks. NOT for the ship pipeline (mk:ship); NOT for bug debugging (mk:fix).

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Mk Vue Testing Best Practices 2 · ngocsangyem bundle
Vue 3 testing best-practices review: Vitest + Vue Test Utils for components, composables, Pinia, Router, async/Suspense, forms, a11y, plus Playwright E2E strategy. Advisory only.

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Mk Improve Codebase Architecture 2 · ngocsangyem bundle
Surfaces architectural friction and proposes deepening refactors (shallow to deep modules). Renders via mk:preview. NOT for debate (mk:party); NOT for plan critique (mk:plan-ceo-review).

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Meowkit Design · ngocsangyem bundle
Use this skill to generate well-branded interfaces and assets for MeowKit (AI Agent Toolkit for Claude Code), either for production or throwaway prototypes/mocks/etc. Contains essential design guidelines, colors, type, fonts, assets, and UI kit components for prototyping.

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Mk QA · ngocsangyem bundle
Systematically QA test a web application and fix bugs found. Runs QA testing, then iteratively fixes bugs in source code, committing each fix atomically and re-verifying. Use when asked to "qa", "QA", "test this site", "find bugs", "test and fix", or "fix what's broken". Proactively suggest when the user says a feature is ready for testing or asks "does this work?". Three tiers: Quick (critical/high only), Standard (+ medium), Exhaustive (+ cosmetic). Produces before/after health scores, fix evidence, and a ship-readiness summary.

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Mk Cso · ngocsangyem bundle
Chief Security Officer mode. Infrastructure-first security audit: secrets archaeology, dependency supply chain, CI/CD pipeline security, LLM/AI security, skill supply chain scanning, plus OWASP Top 10, STRIDE threat modeling, and active verification. Two modes: daily (zero-noise, 8/10 confidence gate) and comprehensive (monthly deep scan, 2/10 bar). Trend tracking across audit runs. Use when: "security audit", "threat model", "pentest review", "OWASP", "CSO review".

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Mk Fix · ngocsangyem bundle
Diagnoses and fixes bugs, type errors, lint failures, CI/CD issues, and runtime errors via root-cause-first investigation. Use for defect remediation. NOT for investigation without a fix (see mk:investigate); NOT for build-only compilation errors (see mk:build-fix).

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Mk Vue · ngocsangyem bundle
Use when writing, reviewing, or refactoring Vue 3 code — components, composables, reactivity, Pinia state, Pinia Colada data-fetching, file-based routing, and forms. Targets Composition API + <script setup> + TypeScript. Auto-activates on .vue files. For deep best-practices review/recommendations or the full ordered workflow (built-in components, animations, performance pass), use mk:vue-best-practices.

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Mk Chom · ngocsangyem bundle
Use when copy-catting, replicating, or adapting features from external systems, repos, apps, or ideas into the current project. Triggers on 'copy this from', 'replicate', 'clone this feature', 'how does X do Y', 'chom', 'like how X does it', 'port from', 'build like', '1:1 copy'. NOT for packing the current project (see mk:pack); NOT for one-shot URL-to-markdown fetches (see mk:web-to-markdown).

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Mk Cook · ngocsangyem bundle
Orchestrates single-task implementation pipeline: plan → test → build → review. Shipping is an explicit follow-up. Use for feature work, plan execution, or fixes scoped to a single task. NOT for green-field product builds (see mk:autobuild); NOT for auto-invoked workflow orchestration (see mk:workflow-orchestrator).

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Mk Ghpm · ngocsangyem bundle
GitHub project management via the gh CLI — create and triage issues, manage GitHub Projects v2 boards (add items, update status fields), manage labels and milestones, and generate handoff-status summaries. Use when "create a GitHub issue", "add to project board", "update sprint status", "create label/milestone", or "give me a handoff summary of open work". NOT for code review (see mk:review-pr); NOT for PR creation (see mk:ship); NOT for git operations (see mk:ship / mk:resolving-merge-conflicts).

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Mk Help · ngocsangyem
Workflow navigation assistant. Scans project state (plans, reviews, tests, git) and recommends the next step in the 7-phase pipeline. Use when asked "what should I do next?", "where am I?", "help", or at session start. NOT for domain complexity routing (see mk:scale-routing); NOT for skill discovery (descriptions handle that automatically).

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Mk Jira · ngocsangyem bundle
Routing skill — recommends the correct mk:jira-* leaf for any Jira task. Triggers: 'jira', 'jira ticket', ambiguous Jira intent. NOT an executor — every actual operation forks via a leaf skill.

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Mk Llms · ngocsangyem bundle
Generate llms.txt files from project documentation following the llmstxt.org spec. Use when asked to create AI-friendly documentation indexes, generate llms.txt, or make a project discoverable by AI assistants.

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Mk Loop · ngocsangyem bundle
Use when autonomously improving a measurable scalar metric through bounded, git-tracked iterations: modify one scoped change, verify, keep or revert. Triggers on /mk:loop, 'optimize coverage/bundle size/lint count', 'iterate until the metric improves'. NOT for subjective cleanup (see mk:cook), known-root-cause bugs (see mk:fix), behavioral grading (see mk:evaluate), or shipping (see mk:ship).

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Mk Pack · ngocsangyem bundle
Pack an EXTERNAL repository into a single AI-friendly file (markdown/xml/json). Use for third-party library analysis, security audits, or handoff to external LLMs. Do NOT use to pack the current project for inbound context — the host runtime already reads files lazily. Triggers: 'pack this repo', 'snapshot of X', 'export codebase', 'repomix'.

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Mk Ship · ngocsangyem bundle
Ship workflow with explicit scopes: prepare stages and commits locally; release pushes and creates a PR; publish manages issues and versioning. Use when asked to "ship", "deploy", "push to main", "create a PR", or "merge and push". Proactively suggest when the user says code is ready or asks about deploying. Supports official (→ main) and beta (→ dev/develop) ship modes with auto-detection.

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Mk Wiki · ngocsangyem bundle
Capture, gate, query, and render long-term project knowledge through the gated `mewkit wiki` subsystem. Use to create a wiki, propose/approve candidates (scanner-gated), hand off a skill's terminal artifact as a scanned candidate, recall context, search the FTS index, or list pages. Agents may only PROPOSE candidates; canonical pages are written only via human approve. NOT for short-lived JSON memory (see mk:memory); NOT for fetching external sources (see mk:wiki-research); NOT for HTML snapshots (see mk:wiki-render).

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Mk Figma · ngocsangyem bundle
Read-first Figma gateway via Figma MCP: analyze designs, implement Figma-to-code for 1–3 screens, extract design tokens, produce a Figma Evidence Packet for planning handoff, screenshot fallback. Advanced operations (Code Connect, canvas writes, design-system/library patterns) are gated references loaded only on explicit intent. Triggers: 'figma', 'design link', 'implement this design', 'design tokens', 'produce a Figma Evidence Packet'.

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Mk Grill · ngocsangyem
Relentlessly interview the user about THEIR plan or design — one question at a time — resolving each branch of a decision tree until shared understanding. Claude is the interviewer; the user is the interviewee. Triggers on "grill me", "stress-test this plan", "get grilled on my design", "interrogate my plan". Checkpoints every answer to docs/knowledge/<slug>.md so progress survives a context-window reset. Flags knowledge the user cannot answer as a gap to chase. Do NOT use to PROPOSE solutions or compare approaches (→ mk:brainstorming). Do NOT use to validate "is this worth building?" (→ mk:office-hours). Do NOT use when Claude should ANSWER questions about the repo (→ mk:ask-me). Do NOT use for a one-shot review of an existing plan (→ mk:plan-ceo-review). Do NOT use to apply named reasoning lenses to findings (→ mk:elicit).

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Mk Party · ngocsangyem bundle
Multi-agent collaboration session. Brings 2-4 agent perspectives into one discussion for architecture decisions and trade-off analysis. Use when asked "should we X or Y?", "let's discuss", or "design review".

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Mk Retro · ngocsangyem bundle
Weekly-cadence engineering retrospective. Analyzes commit history, work patterns, and code quality metrics with persistent history and trend tracking. Team-aware: breaks down per-person contributions with praise and growth areas. Use when asked to "weekly retro", "what did we ship", or "engineering retrospective". Proactively suggest at the end of a work week or sprint. NOT for per-session or per-task reflection (see mk:memory / Phase 6 Reflect).

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Mk Scout · ngocsangyem bundle
Fast parallel codebase scouting. Spawns multiple Explore subagents to search directories simultaneously, returning a consolidated file map with architecture fingerprint, complexity estimates, and routing suggestions. Use before planning, debugging, or any task spanning multiple directories. NOT for reading a single known file in depth (use Read directly); NOT for semantic find-usages or go-to-definition.

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Mk Advise · ngocsangyem bundle
Turn a raw idea into ONE honest recommendation: interview one question at a time until the problem, requirements, goals, non-goals, and constraints are CONFIRMED, then deliver a single verdict — do, don't, cheaper alternatives, trade-offs, ordered checklist, success metrics. Required: the user wants exactly ONE recommendation — not options, not a debate — and their framing is open to challenge (advise may answer a different question than the one asked). Triggers on "what should I do about X", "advise me on X", "am I approaching this right", "is this the right move". Do NOT use to be interrogated with no recommendation (→ mk:grill) — advise also interviews one question at a time, but only to reach a verdict. Do NOT use when the framing is settled and only the options are open (→ mk:brainstorming). Do NOT use to decide whether something is worth building (→ mk:office-hours). Do NOT use when you want several perspectives to argue it out (→ mk:party).

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Mk Ask Me · ngocsangyem bundle
Use when answering factual or explanatory questions about the current project — codebase, architecture, conventions, workflows, constraints — with minimal cited evidence. Triggers on "how does X work here", "what does X mean", "why is X structured this way", "is this claim true in the repo", "explain X with sources". NOT for brainstorming or comparing approaches (mk:brainstorming), trade-off decisions (mk:party), debugging/root cause (mk:investigate), code review (mk:review), plans (mk:plan-creator), security audits (mk:cso), visual explanations/diagrams (mk:preview --explain), test-coverage gaps (mk:nyquist), library docs (mk:docs-finder), or workflow navigation (mk:help).

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Mk Devops · ngocsangyem bundle
Plan and implement infrastructure, containers, CI/CD, deployment safety, observability, and rollback changes. Use for Docker, IaC, cloud runtime, Kubernetes, pipeline, deployment, or operational reliability work. Does not read dotenv files or approve/release deployments.

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Mk Elicit · ngocsangyem
Structured second-pass reasoning after code review or plan evaluation. Offers named reasoning methods (pre-mortem, inversion, red team, Socratic, etc.) to re-examine findings through a specific lens. Use after /mk:review verdict or any time deeper analysis is needed on an existing output. NOT for initial review (see mk:review); NOT for creating implementation plans (see mk:plan-creator).

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Mk Freeze · ngocsangyem bundle
Session-scoped directory edit restriction. Blocks Edit and Write outside the allowed path for the current session only. Use when debugging to prevent accidentally "fixing" unrelated code, or when you want to scope changes to one module. Use when asked to "freeze", "restrict edits", "only edit this folder", or "lock down edits". NOT for blocking destructive shell commands (see mk:careful).

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Mk Intake · ngocsangyem bundle
Ticket/PRD intake: product area classification, completeness scoring, RCA, technical assessment. Works with Jira (via mk:jira-issue / jira-as), Linear (via MCP), GitHub (via gh CLI), or manual paste. Triggers: 'analyze ticket', 'intake PRD', 'triage issue', 'classify ticket', 'check ticket'.

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Mk Memory · ngocsangyem bundle
JSON-canonical session memory. Use when capturing session learnings, extracting patterns, or tracking costs — persists to .meowkit/memory JSON stores; matching Markdown files are generated views. Activates during Phase 0 (Orient) to load context and Phase 6 (Reflect) to persist it. NOT for weekly-cadence engineering retrospectives (see mk:retro); NOT for arbitrary file storage.

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Mk Review · ngocsangyem bundle
Multi-pass structural code review with adversarial analysis, scope-aware dispatch, adversarial persona passes, and forced-finding protocol. Supports input modes: branch diff (default), PR number (#123), commit hash, pending changes (--pending). Use when asked to "review this PR", "code review", "pre-landing review", "check my diff", or "review #123". Proactively suggest when the user is about to merge or land code changes. NOT for behavioral verification against a running build (see mk:evaluate); NOT for post-implementation simplification (see mk:simplify).

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Mk Rubric · ngocsangyem bundle
Use when loading, listing, composing, or validating graded evaluation rubrics — PASS/WARN/FAIL grading with weighted criteria and balanced PASS/FAIL anchor examples. Triggers on /mk:rubric, "load rubric", "compose rubric preset", "validate rubric", or evaluator-style code review that needs anchor-grounded judgments.

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Mk Stitch · ngocsangyem bundle
Generate novel UI from a text prompt via Stitch AI. Exports Tailwind/HTML, produces DESIGN.md for mk:frontend-design handoff. NOT for implementing existing designs — use mk:figma or mk:frontend-design for that.

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Mk Verify · ngocsangyem bundle
Unified verification: build→lint→test→type-check→coverage. Use for 'is everything green', 'run all checks', 'verify build'. Auto-called by mk:cook. NOT for lint/format only (see mk:lint-and-validate); NOT for test-to-requirement coverage mapping (see mk:nyquist).

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Mk Angular · ngocsangyem bundle
Use when working with Angular code — components, signals, services, forms, routing, HTTP, testing, SSR, or tooling. Targets Angular v20+ modern patterns. Auto-activates on .ts files in Angular projects (detected via angular.json).

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Mk Careful · ngocsangyem bundle
Session-scoped safety guardrails for destructive commands. Warns before rm -rf, DROP TABLE, force-push, git reset --hard, kubectl delete, and similar destructive operations. User can override each warning. Active for the current session only. Use when touching prod, debugging live systems, or working in a shared environment. Use when asked to "be careful", "safety mode", "prod mode", or "careful mode". NOT for scoping edits to a specific directory (see mk:freeze).

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Mk Henshin · ngocsangyem bundle
Use when transforming existing code into agent-consumable surfaces — CLI (npm-publishable), MCP server (stdio/SSE/Streamable HTTP), and a companion skill. Triggers on 'agentize', 'henshin', 'expose as MCP', 'wrap as CLI', 'publish to npm', 'make LLM-accessible', 'turn into agent tool', 'expose feature as tool'. Runs when the user has existing code and wants to ship it to agents. NOT for building new code from scratch (see mk:bootstrap); NOT for reviewing or verifying existing code (see mk:review).

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Mk Nyquist · ngocsangyem
Test-to-requirement coverage mapping. Reads plan acceptance criteria and test files, produces a coverage gap report showing which requirements have no tests. Use during Phase 2 (Test) or Phase 4 (Review) to verify test completeness. Named after the Nyquist sampling theorem — sufficient test coverage prevents aliased (missed) requirements. NOT for running tests (see mk:testing); NOT for structural code review (see mk:review).

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Mk Preview · ngocsangyem bundle
Use when generating visual artifacts — explanations, diagrams, slides, or diff visualizations. Triggers on "explain X visually", "diagram this", "show as slides", "diff against main". NOT for rendering a plan as HTML (see mk:visual-plan), live media generation (see mk:multimodal), browser QA (see mk:qa), or plan critique (see mk:plan-ceo-review).

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Mk Testing · ngocsangyem bundle
Use when writing tests, running validation scripts, or (in TDD mode) enforcing red-green-refactor cycle. Activates during Phase 2 (Test) and Phase 3 (Build). NOT for coverage gap mapping (see mk:nyquist); NOT for sprint contract negotiation (see mk:sprint-contract).

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Mk Database · ngocsangyem bundle
Design and safely evolve data models, database schemas, migrations, queries, indexes, and ORM data-access boundaries. Use for data-model, migration, query, index, ORM schema, or datastore-selection tasks. Discover the existing engine and migration source before proposing syntax.

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Mk Evaluate · ngocsangyem bundle
Experimental behavioral evaluator. Drives a running artifact via browser/curl/CLI and records rubric evidence; the runner is not yet a fully implemented automated evaluation system.

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Mk Jira Dev · ngocsangyem bundle
Generate developer artifacts from Jira tickets via the jira-as wrapper: branch names, PR descriptions, parsed commits, commit/PR-to-issue links. Triggers: 'branch name for KEY', 'PR description for KEY', 'parse commits for issue keys', 'link PR to KEY'. NOT for executing git/gh commands directly (mk:ship); NOT for issue CRUD (mk:jira-issue).

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Mk Jira Jsm · ngocsangyem bundle
JIRA Service Management via the jira-as wrapper: service desks, request types, requests, customers, organizations, queues, SLAs, approvals (8 sub-domains). Triggers: 'create JSM request', 'list service desks', 'SLA status for KEY', 'approve request KEY', 'list queue NAME'. Requires JSM-licensed tenant + agent role. NOT for core Jira issue ops (mk:jira-issue); NOT for project admin (mk:jira-admin).

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Mk Jira Ops · ngocsangyem bundle
JIRA-side cache + project-context discovery via the jira-as wrapper. Triggers: 'jira cache status', 'clear jira cache', 'discover project context for PROJ'. Diagnostic-only — no Atlassian state changes. NOT for issue CRUD; NOT for project admin (mk:jira-admin).

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Mk Research · ngocsangyem bundle
Use when a decision needs deep multi-source technical research with cited evidence — technology evaluation, ecosystem comparison, standards/spec fact-finding, "how do others solve X". Triggers on "research X", "deep dive on X", "evaluate X vs Y", "find best practices for X". NOT for library/API doc lookup (see mk:docs-finder); NOT for one-shot URL fetch (see mk:web-to-markdown); NOT for internal codebase discovery (see mk:scout); NOT for project-only Q&A (see mk:ask-me); NOT for comparing solution designs (see mk:brainstorming); NOT for root-cause debugging (see mk:investigate); NOT for wiki ingestion of sources (see mk:wiki-research).

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Mk Showcase · ngocsangyem bundle
Create a self-contained, visually polished HTML showcase page for a topic or set of artifacts. Supply a mission (topic summary) and optional artifact paths explicitly — the skill never auto-scans the repo. Writes output to assets/showcase/<mission>/. Screenshots are optional (requires Puppeteer). Publishing is local-only by default; publish requests without a configured path fail clearly.

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Mk Simplify · ngocsangyem
Post-implementation simplification pass. Reduces complexity without changing behavior. Use after Phase 3 (Build GREEN) and before Phase 4 (Review). Catches dead code, unnecessary abstractions, over-engineering, and redundant patterns. Triggers on "simplify", "clean up", "reduce complexity", "too complex". NOT for style/convention enforcement (see mk:clean-code); NOT for reviewing diffs or PRs (see mk:review).

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Mk Worktree · ngocsangyem bundle
Manages git worktrees for parallel agent isolation. Creates isolated worktrees for parallel agents on parallel/{name}-{timestamp} branches, merges results with conflict detection, prunes stale metadata, and reports health status. NOT for user-initiated feature branches — use git worktree directly for that.

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Mk Autobuild · ngocsangyem bundle
Use when running an autonomous multi-hour build of a green-field product — orchestrates planner → contract → generator ⇄ evaluator loop with adaptive scaffolding density per model tier. Triggers on /mk:autobuild, "build me a kanban app", "build a retro game maker", "autonomous build", or any green-field product spec. NOT for scoped single-task work (see mk:cook); NOT for initial project scaffolding only (see mk:bootstrap).

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Mk Benchmark · ngocsangyem bundle
Experimental/manual harness canary procedure. It records benchmark manifests and scores but does not provide a fully automated runner.

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Mk Bootstrap · ngocsangyem bundle
Use when creating a new project from scratch — orchestrates the full journey from idea to running code. Research → design → plan → scaffold → implement → docs. Explicit invocation only — never auto-activates. CLI = project infrastructure (.claude/), bootstrap = application code + full pipeline. NOT for autonomous multi-hour builds of specified products (see mk:autobuild); NOT for single-task feature work on existing projects (see mk:cook).

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Mk Build Fix · ngocsangyem bundle
Build error triage: detect language, load fix patterns, auto-retry. Use for 'build failed', 'fix compilation', 'type error'. Chains into mk:verify. NOT for runtime errors (see mk:fix); NOT for architectural debugging (see mk:investigate).

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Mk Docs Init · ngocsangyem bundle
Use when a project has no docs/ directory or needs initial documentation generated from codebase analysis. Triggers on "init docs", "create documentation", "generate docs", "docs init", or when docs/ is empty. Do NOT use for updating existing docs (use mk:document-release).

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Mk Jira Bulk · ngocsangyem bundle
Bulk JIRA operations on 10+ issues via the jira-as wrapper: bulk transition / assign / set-priority / clone / delete. Dry-run is MANDATORY first. Triggers: 'bulk update N issues', 'mass transition', 'transition 50+ issues to Done', 'bulk-clone', 'bulk-delete'. NOT for single-issue ops (mk:jira-issue / mk:jira-lifecycle).

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281 published skills · page 2 of 3