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Ingest exactly one research paper or source document into an open-llm-wiki vault. Use when the user explicitly asks to add, ingest, process, or publish a paper into the wiki. The workflow parses the source, drafts a source page, runs independent QA, publishes only after the quality gate passes, extracts and normalizes claims, updates concepts/index/log, runs semantic QA, prepares second-pass scien

Answer cross-source questions about an open-llm-wiki vault and optionally write reusable synthesis back into concept pages. Use when the user asks a wiki question that requires comparing, connecting, or tracing multiple source/concept pages. By default answer first and propose writeback; modify files only when the user explicitly asks for writeback, pre-authorizes wiki growth, or approves the prop

Run a health check for an open-llm-wiki vault. Use when the user asks to lint, audit, validate, or periodically check wiki quality. The default mode is report-only: inspect schema compliance, QA coverage, links, stale claims, contradictions, and log health. Modify files only when the user explicitly requests fix mode or a scheduled automation has been configured to allow safe maintenance writes.

Use when orchestrating long-running autonomous work — overnight runs, multi-hour research, multi-track experiments, 10+ hour jobs — where a single Claude context window cannot hold the full run. Establishes a lean parent orchestrator, file-first subagents, and successor-handoff (fresh subagent spawned mid-run when context pressure rises). This is distinct from session-handoff, which is for end-of-

Run an AI-powered Research Expert Council that subjects research to 5 independent expert perspectives. Used for validating literature reviews, pressure-testing methodology, and producing defensible academic verdicts. Trigger with: "expert council", "research council", "validate research", "pressure test my research", "philosophy council", "research critique".

Researches a topic using parallel web search agents, then creates or updates a structured markdown playbook with sourced practitioner insights. Auto-invoke when user says "deep research", "research playbook", "create a playbook about", "update playbook", or asks to deeply research a topic and write findings into a document. Do NOT invoke for simple web searches, quick questions, or general researc

Fix the Yes Man Curse - validate research questions, expose gaps, and pressure-test methodology through an AI-powered expert council. This skill should be used whenever the user wants rigorous academic research validation, not just agreement. Trigger with: "validate my research question", "fix my research question", "validate this", "research question validation", "expert council", "research gap a

Lint and improve AI agent context files (CLAUDE.md, AGENTS.md, .cursorrules, COPILOT.md) based on empirical research. Use when reviewing, auditing, or creating context files.

Master Flutter development with Dart 3, advanced widgets, and

A conceptual skill for implementing CRUD features driven by Spec-Kit and Claude Code

Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing.

Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing.