GitHub
chapter-outline-generator
Generates detailed chapter outlines for books, including key scenes, plot progression, character arcs, and themes. Use this when planning book structure or expanding story ideas.
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Databases AI Skills
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GitHub
metrics-knowledge
This skill should be used when the user asks to "track metrics", "calculate ARR", "what metrics should I track", "benchmark my metrics", "understand churn", "calculate LTV", "what is burn multiple", "GMV calcul...
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GitHub
state-management
State file management techniques for explicit workflow state tracking with multi-item backlog support
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GitHub
when-stuck
Problem-solving decision tree for when you're blocked. Matches stuck-type to solution strategy.
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GitHub
reskin-next-item
Select and execute a single legacy reskin checklist item by priority (repositories before services) and by fewest dependencies; use when choosing the next item from docs\progress\checklist.md or when progressin...
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GitHub
code-review
Perform a thorough code review with Staff Software Engineer rigor, grounded in ticket context and relevant documentation.
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GitHub
reskin-execute-item
Execute the legacy reskin workflow for a single, already-selected checklist item (service or repository); use after selection to perform extraction, adapter wiring, tests, and checklist updates.
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GitHub
github-pr-best-practices
Best practices for creating GitHub pull requests including conventional commits, PR formatting, and multi-language support (en/ja). Use when creating PRs, writing PR descriptions, or formatting commit messages.
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GitHub
brainstorming
MANDATORY before creative work - exploring user intent, requirements and design before implementation. Use for feature design, component planning, or any creative development work.
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GitHub
git-analysis
Analyze git repository changes, branch differences, and commit history. Use when analyzing branches, comparing changes, examining commit history, or preparing for PR/commit operations.
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GitHub
generate-reskin-checklist
Generate a checklist for the legacy reskin given a specific criteria
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GitHub
mermaidjs-v11
Create diagrams with Mermaid.js v11 syntax. Use for flowcharts, sequence diagrams, class diagrams, ER diagrams, Gantt charts, state diagrams, architecture diagrams, timelines, user journeys.
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GitHub
codebase-analysis
Techniques for analyzing existing codebases to reverse-engineer requirements and understand business logic. Use when conducting brownfield analysis or understanding existing system capabilities.
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GitHub
ctx-collector
Scan and aggregate task checkboxes from Speckit (.specify/) and context-planning (specs/) formats into a unified backlog.yaml, with automatic project context analysis and auto-update capabilities.
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GitHub
decompose-plan
Decomposes a plan file into beads with epics, dependencies, and self-documenting context. Use when you have a comprehensive feature specification or implementation plan that needs to be broken into actionable,...
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GitHub
todo-tracker
Persistent TODO scratch pad for tracking tasks across sessions. Use when user says "add to TODO", "what's on the TODO", "mark X done", "show TODO list", "remove from TODO", or asks about pending tasks. Also tri...
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GitHub
ctx-planning
Generate daily and weekly planning reports from backlog and carryover state, applying WIP limits and priority rules from BaseContext.yaml, with automatic git commit/push.
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GitHub
problem-solving-techniques
Apply systematic problem-solving techniques when stuck. Use for complexity spirals, innovation blocks, recurring patterns, assumption constraints, simplification cascades, scale uncertainty.
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GitHub
prd-generator
Generate comprehensive Product Requirements Documents (PRDs) for engineering teams, optimized for the Ralph autonomous coding loop. Use when user: (1) requests a PRD or product requirements document, (2) says "...
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GitHub
session-intelligence-harvester
This skill should be used after productive sessions to extract learnings and route them to appropriate Reusable Intelligence Infrastructure (RII) components. Use when corrections were made, format drift was fix...
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GitHub
context-engineering
Context window management techniques for maintaining efficiency and preventing context bloat
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GitHub
workflow-orchestration
Phase coordination, agent handoffs, and workflow state machine management
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GitHub
brainstorming
Brainstorm solutions with trade-off analysis and brutal honesty. Use for ideation, architecture decisions, technical debates, feature exploration, feasibility assessment, design discussions.
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GitHub
exploration-tracking
Exploration map management for tracking discussed areas and uncharted territory during DISCUSS phase
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