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Primary Source Research
Documentation
Investigate a question using primary sources and save findings as Markdown. Use for research or gathering API docs facts.
Create feature context
Documentation
Create a feature-specific context document and save it under the feature contexts directory for later planning, review, or implementation work.
Externalise Handover Tasks
Documentation
Exports critical conversation details (pending tasks, completed work, bugs, uncertainties) into a structured .md file for seamless handover to another agent or teammate. Best used when you need to capture progress and user instructions clearly before switching context.
Vault Sync
Documentation
Sync session outputs (results, decisions, negative findings, pipeline changes) to the correct TDA-Research Obsidian vault files.
Google Docstring Assistant
Documentation
Write Python docstrings following the Google Python Style Guide with clear sections and examples.
Review a Skill
Documentation
Review a skill for clarity, trigger quality, and maintainability.
Write xmris documentation page
Documentation
Create or edit tutorials, explainers, or contributor guides in xmris docs using MyST notebooks with live code cells.
Update Guide Screenshots
Documentation
This skill verifies the NiFi custom UI via Chrome, takes fresh screenshots, and updates `doc/guides/` documentation to match the current UI. It helps keep documentation in sync when the UI changes, with optional verification-only or screenshot-only modes.
Strategy Docs Update
Documentation
Gate and apply changes to strategy docs (lean-canvas, hypotheses, etc.) with 8 anti-drift gates before writing.
Knowledge Extraction
Documentation
Captures and routes knowledge at work boundaries. Records rules in CLAUDE.md or queues complex knowledge for later extraction.
Knowledge Base Capture
Documentation
Capture significant architectural decisions, bug patterns, or feature designs into the project knowledge base.
Project Documentation Lookup
Documentation
Quickly find project information in the docs/ folder: state, runbooks, strategies, and references.