Productivity

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Use to spawn isolated worker processes for autonomous issue work. Uses Task tool with run_in_background for parallel execution and TaskOutput for monitoring. Pre-extracts context to minimize worker token usage.

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Systematic implementation using APEX methodology (Analyze-Plan-Execute-eXamine) with parallel agents, self-validation, and optional adversarial review. Use when implementing features, fixing bugs, or making code changes that benefit from structured workflow.

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Swarm-safe git checkpoint workflow to validate, stage, commit, and optionally push work in any repo. Use when user says "checkpoint", "save", "commit", "stage and commit", or wants a safe, repeatable snapshot.

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Fix a GitHub issue using SDD workflow. Reads the issue, reproduces the bug with a failing test, then fixes it.

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Guidance for optimizing numerical linear algebra computations, particularly finding eigenvalues of small dense matrices faster than standard library implementations. This skill applies when the task involves performance optimization of matrix operations, beating numpy/scipy performance baselines, or writing high-performance numerical code with Cython/LAPACK.

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Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, creating CLI tools, or distributing Python code.

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Codebase temizliği için kullan. "/refactor-clean" komutuyla tetiklenir. Dead code, kullanılmayan import, loose .md dosyaları, eski TODO'lar temizlendiğinde devreye gir. Uzun session sonlarında kullanılması önerilir.

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Optimize title tags, meta descriptions, Open Graph, and Twitter cards for maximum click-through rate. Generates multiple A/B test variations with character counting and SERP preview. Use when asked to "optimize title tag", "write meta description", "improve CTR", "Open Graph tags", "fix my meta tags", "social media preview", "my click rate is low", "title optimization", or any meta tag task.

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Architectural refactoring - analyze codebase structure, detect architectural smells (god modules, circular deps, coupling), propose restructuring plan, safely move/rename files with git history, update imports, simplify architecture. Use when asked to "restructure", "reorganize", "simplify architecture", "move files", "split module", "fix structure", "reduce coupling", "reorganize folders", "clean up architecture", "refactor structure", "restructurer", "reorganiser", "simplifier".

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Transform meeting transcripts into structured action items, decisions, and key insights. Processes raw notes, voice memos, or recordings.

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Select the 1-2 most relevant @booklib/skills for a given file, PR, or task. Use before applying any skill when unsure which book's lens applies, or when multiple skills could apply. Trigger on "which skill", "which book", "route this", "what skill should I use", or whenever a user describes a task without specifying a skill. Returns a ranked recommendation with rationale and anti-triggers.

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Use when using ru for multi-repo commits, sync, GitHub review, or maintenance automation.

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The spec-to-plan bridge. Routed to by /feature once the brainstormed spec is approved, and by /sprint before execution. Decomposes the spec into 2–5 minute tasks, each carrying its exact file path(s) and a concrete verification step that maps to a tdd obligation. Writes the plan to .codearbiter/plans/<slug>.md, ordered with dependencies flagged and an MVP slice identifiable. Nothing executes until every task has a path and a verification and the task set covers every acceptance criterion.

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Create a confidence-gated execution plan for a feature or business deliverable, then auto-continue to build if eligible. Produces a plan doc with atomic tasks, acceptance criteria, execution routing, and per-task confidence assessments.

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Shows sprint progress and task status. Use 'progress' (not 'status' - that's a built-in).

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This skill should be used when the user asks to 'extract patterns from this session', 'save what we learned', 'create a skill from this workflow', 'learn from this conversation', 'capture reusable knowledge', or wants to turn session patterns into reusable skills.

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Deprecated. Use /compact instead. Claude has built-in memory that persists across sessions.

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Plan execution workflow - parallel SC implementation, worktree mode, verification patterns, GPT delegation. Use for executing plans with TDD + Ralph Loop.

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Execute an implementation plan file produced by $draft-plan, $turboplan, or $expand-shell. Runs pre-implementation prep, then runs $implement to execute the steps and finalize. Use when the user asks to "implement plan", "implement the plan", "execute the plan", "run the plan", "implement plans/<slug>.md", "start implementing the plan", or starts a fresh session to implement a previously drafted plan.

majiayu000 Bundle

Execute an implementation plan file produced by /draft-plan, /turboplan, or /expand-shell. Runs pre-implementation prep, then runs /implement to execute the steps and finalize. Use when the user asks to "implement plan", "implement the plan", "execute the plan", "run the plan", "implement plans/<slug>.md", "start implementing the plan", or starts a fresh session to implement a previously drafted plan.

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Add a Validation Journey section to an existing JIRA ticket by reading the ticket description, understanding the feature, and generating the journey steps and assertions.

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Create context handoff when pausing work mid-phase

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Pr Summary

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研究优先于编码的工作流程。在编写自定义代码之前，搜索现有的工具、库和模式。调用研究员代理。

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更新版本号和 CHANGELOG.md。当用户要求更新版本、发版、写更新日志时使用。Triggers on "更新版本", "bump version", "发版", "更新日志".

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Read outputlanguage from .ai/context/workflow-config.md. Write ALL deliverables in that language. If the file is absent or the field is unset, default to en-US.

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Generate code implementation from design documents following structured phase-based workflow with token cost estimation and modification previews.

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“This skill should be used when REQUIRED Phase 5 of /dev workflow, after design approval.”

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Use when you have a written implementation plan to execute - runs autonomously by default, or in batched mode with checkpoints

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Complete story implementation workflow from start to finish. Use when implementing user stories, features, or epics. Handles validation, development (with optional parallel execution), QA review, issue resolution, and PR creation. Can implement single stories, multiple stories, or entire epics in parallel.

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Use `just` to save and run project-specific commands. Use when the user mentions `justfile`, `recipe`, or needs a simple alternative to `make` for task automation.

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Provides systematic approaches for solving constraint-based scheduling problems, such as finding meeting times that satisfy multiple participant availability windows, preferences, and existing calendar conflicts. This skill should be used when tasks involve scheduling with constraints, calendar conflict resolution, time slot optimization, or finding valid time windows across multiple inputs with hard and soft constraints.

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Git workflow automation including commit messages, PR management, and branch strategies. Handles merge conflicts and maintains clean history. Use when committing, creating PRs, or managing branches.

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Deterministic git operations with state verification for skill-creator managed repos. Use when managing repos, branches, worktrees, or contribution workflows.

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Release conventions and changelog configuration for lunar-claude. Use when the user asks to "prepare a release", "bump the version", "update the changelog", "create a release tag", "what version should this be", or needs to understand the changelog/release process.

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Generate concise, actionable meeting minutes for internal meetings. Includes metadata, attendees, agenda, decisions, action items (owner + due date), and follow-up steps.