By neolabhq
Execute First Principles Framework (FPF) workflows to generate competing hypotheses for problems, verify logic across agents, organize evidence/decisions in .fpf/ directory, audit git changes for drift, manage evidence freshness with decay/actualize, query knowledge base, check status, and reset cycles for auditable project reasoning.
npx claudepluginhub neolabhq/context-engineering-kit --plugin fpfReconcile the project's FPF state with recent repository changes
Manage evidence freshness by identifying stale decisions and providing governance actions
Execute complete FPF cycle from hypothesis generation to decision
Search the FPF knowledge base and display hypothesis details with assurance information
Reset the FPF reasoning cycle to start fresh
Display the current state of the FPF knowledge base
An umbrella collection of 18 skills + 1 hook for AI-driven development: agent self-configuration (MCP / hooks / settings / subagents / skills / plugins / Claude Code optimisation), engineering practices (prompt engineering, FPF problem solving, bug-fix protocol), research & docs (Semantic Scholar deep research, URL-to-Markdown, ubiquitous-language thesaurus), multi-agent orchestration (consilium), macOS health & cleanup, and niche utilities (clipboard, repo-explorer, Windows QA). Plus a Claude Code Bash safety hook.
Share bugs, ideas, or general feedback.
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