GitHub
spec-generation
Generate structured spec files for Choo Choo Ralph. Use when running /choo-choo-ralph:spec or creating task breakdowns.
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GitHub
ralph-guide
Guidance for customizing Ralph workflows, formulas, learning capture, and troubleshooting. Use for questions about Ralph loop, formulas, harvesting learnings, or running multiple Ralphs.
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GitHub
file-organizer
Intelligently organizes your files and folders across your computer by understanding context, finding duplicates, suggesting better structures, and automating cleanup tasks. Reduces cognitive load and keeps you...
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GitHub
time-helper
Provide accurate current time by calling get_time tool.
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GitHub
mcp-filesystem-browse
Browse local workspace files via MCP filesystem tools (docker-fs).
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GitHub
file-reader
Read a small snippet of a text file using file_read.
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GitHub
setup-payoff-ledger
Maintain a structured Setup/Payoff ledger (promises, debts, payoffs) and generate a payoff roadmap.
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GitHub
text-analyzer
Compute text stats via text_stats tool.
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GitHub
story-control-panel
Define what the Story Control Panel shows, how to compute signals, and how the author should act on alerts.
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GitHub
context7-docs
Lookup up-to-date library docs via Context7 MCP (resolve-library-id / get-library-docs).
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GitHub
python-calc
Evaluate arithmetic expressions precisely by calling py_calc (python-file tool).
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GitHub
canon-governance
Govern canon changes: require explicit reason/impact/retroactive policy, and produce an actionable propagation plan.
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GitHub
time-helper
Provide accurate current time by calling get_time tool.
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GitHub
env-helper
Read environment variables via get_env tool (mask secrets).
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GitHub
slugify-helper
Convert text to URL-friendly slug via slugify tool.
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GitHub
file-searcher
Grep the workspace for a pattern using file_search.
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GitHub
narrative-tests
Help the author write narrative unit tests (rules/constraints) and interpret failures with a concrete fix roadmap.
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GitHub
deviation-impact-analysis
Turn "AI draft -> author edits" diffs into structured deviation items, an author-intent prompt, and a concrete propagation plan.
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GitHub
reader-personas
Simulate multiple reader personas to score a chapter (爽点/困惑/信息负荷) and propose actionable alternatives.
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GitHub
json-pretty
Pretty-print JSON via json_prettify tool.
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GitHub
writing-journal
Aggregate a writing session into a readable log + a reusable author-intent prompt.
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GitHub
rewrite-branch-merge
Manage rewrite branches: when to branch, how to compare, and how to merge back with minimal chaos.
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GitHub
stackit
Manage stacked Git branches with Stackit. Use when creating/managing stacked branches, submitting PRs for branch stacks, navigating branch trees, rebasing stacks, syncing with main/trunk, troubleshooting stack...
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GitHub
PDF document processing and manipulation. Tools: Python (PyPDF2, pdfplumber, reportlab), CLI tools. Capabilities: text extraction, table extraction, form filling, merge/split documents, create PDFs, add annotat...
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