ngmeyer

Orchestrate vault knowledge workflows using the Librarian MCP server. Ingest solutions, search prior art, explore the knowledge graph, log daily learnings.

Run any question, plan, PR, or code through a Diverse Multi-Agent Debate (DMAD) council of 5 AI advisors with distinct reasoning methods. Advisors collaborate, peer-review each other anonymously, and a chairman synthesizes a verdict. Empirically outperforms adversarial debate (M3MADBench 2026, DMAD ICLR 2025). Use when: 'council this', 'run the council', 'council review', 'pressure-test this', 'stress-test this', 'war room this', or when facing a genuine decision with stakes and tradeoffs.

Post to X (Twitter) using the official OAuth 1.0a API. Use when asked to "post to X", "tweet this", "post on Twitter", create threads, delete tweets, or check account info. Free tier compatible. NOT for search, mentions, or media uploads (requires Basic+ tier).

Forge new Claude Code skills the right way — proper frontmatter, progressive disclosure via references/, helper scripts for deterministic work, mandatory Gotchas, and the iterate-then-extract meta-process. Use when the user wants to create, write, build, scaffold, or improve a skill.

Multi-source deep research that produces cited, confidence-scored briefs. Searches across Exa, Tavily, and web in parallel. Extracts claims, scores confidence, surfaces contradictions. Works with zero API keys (WebSearch fallback), improves with each provider added. Use when: 'research this', 'deep research', 'deep research', 'investigate', 'what do we know about', 'find out about', or any open-ended research question.

Dynamic personality evolution for OpenClaw agents. Learn interaction patterns, adapt tone, and mode switching. USE WHEN: user wants to switch personas, generate new persona, analyze session patterns. DON'T USE WHEN: writing content (use content creation skills), coding (use coding skills), general task execution.