GitHub
project-logger
Record project activity, decisions, and outputs; query history and status. Provides institutional memory across sessions.
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GitHub
task-engine
Create, organize, and prioritize tasks from briefs or brain dumps. Sync with Taskmaster MCP. Use to plan work, track status, and pick next steps.
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GitHub
secretary-orchestrator
Orchestrate project work: detect intent, run ADD checkpoints, and coordinate project-brief, task-engine, delegation-advisor, and project-logger.
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GitHub
delegation-advisor
Recommend who should do a task (Claude Code, Gemini, ChatGPT, Human, Taskmaster, MCPs) and generate handoff prompts.
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GitHub
project-brief
Turn ideas/brain dumps into a structured project brief (problem, goals, scope, milestones, success criteria). Use when starting a project.
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GitHub
gemini-agent-sdk-setup
Integrate OpenAI Agent SDK with Google Gemini backend into FastAPI service using the official Google Gemini API via OpenAI compatibility layer.
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GitHub
frontend-auth-integration
Integrates Better Auth client with ChatKit UI or custom Next/Vite UI. Adds login/logout buttons, protected routes, session hooks.
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GitHub
selection-qa
Add selection-based Q&A functionality to ChatKit UI allowing users to ask about highlighted text with proper integration.
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GitHub
dockerfile-builder
Generate the full production Dockerfile for the backend with multi-stage build, proper dependencies, and Hugging Face Spaces compatibility.
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GitHub
drizzle-schema-generation
Generates Drizzle ORM schema files for users, sessions, tokens, OAuth accounts, and audit logs. Syncs schema to Neon Postgres.
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GitHub
book-ingestion
Generate the complete RAG ingestion script to crawl textbook from sitemap.xml, chunk content, embed using Gemini, and push to Qdrant following MCP documentation.
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GitHub
hugging-face-config
Generate Hugging Face Spaces configuration files including runtime setup, environment variables, and deployment instructions.
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GitHub
fastapi-scaffolding
Generate and maintain the FastAPI backend structure for the RAG chatbot with proper project organization.
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GitHub
chatkit-backend-adapter
Modify OpenAI ChatKit starter to use FastAPI backend instead of OpenAI API, including citation support and error handling.
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GitHub
qdrant-retrieval-tool
Generate JSON schemas and Python handlers for Qdrant-based retrieval tools used by the RAG agent to search sitemap-crawled textbook content with URL citations.
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GitHub
better-auth-configuration
Creates Better Auth configuration for frontend and backend: handlers, providers, middleware, session/token options. Uses Context7 MCP to retrieve Better Auth docs.
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GitHub
rag-chat-endpoint
Implement the /chat endpoint that performs agent-based RAG reasoning with proper input validation and response formatting.
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GitHub
local-dev-runner
Provide local debugging scripts for Docker including build, run, and environment setup for development workflow.
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GitHub
embedding-pipeline
Implement reusable embedding functions using Gemini embedding models via LangChain with proper error handling and batching for sitemap-crawled content.
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GitHub
ui-customization
Customize ChatKit layout, theme, and presentation for RAG textbook chatbot with proper styling and textbook theme integration.
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GitHub
css-diagnostics
Analyze CSS coverage, identify unused rules, and detect stylesheet conflicts. Use after visual QA to optimize stylesheets before publication.
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GitHub
epub-visual-auditor
Run and interpret visual QA pipeline for EPUB XHTML files. Use when user asks about layout, screenshots, visual issues, or rendering problems in REBRANDED_OUTPUT.
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GitHub
epub-publication-validator
Run EPUBCheck and Ace accessibility validation. Use before final EPUB packaging or distribution to ensure publication readiness.
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GitHub
pdf-parity-checker
Verify visual and structural parity between XHTML chapters and POD PDF files. Use to ensure print edition matches digital EPUB layout.
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