First Principles Framework core patterns. Use when doing engineering, research, management, or mixed human/AI work. ALWAYS use as governing patterns for any DPF or LPF work. Load individual patterns from references/ as needed — never read the full spec unless…
Maintains project state in a markdown vault (key decisions, open questions, risks, contradictions, dependencies) from meeting transcripts, structured notes, PDF documents, or owner chat updates. Governs working tracks as the mandatory container for all…
Sync the fpf-core skill from the canonical FPF-Spec.md monolith. Use when: (1) the FPF specification has been updated (git pull shows new commits), (2) the fpf-core skill references/ are stale or show wrong counts, (3) running scheduled maintenance on LFW…
Convert PDF files to Markdown — extracts text with pdfplumber and describes images/diagrams via a local vision-language model. Use when the user asks to extract PDF content, convert presentation slides to text, transcribe conference talks from PDFs, or OCR…
Generate compact, unambiguous FPF-structured output at F4-F5 formality level. Use when writing for AI agent consumers or FPF-literate humans where token economy and auditability matter: diagnostics, architecture decisions, code reviews, status reports, trust…
Business Analysis & Requirements Engineering. Use when: identifying stakeholders, eliciting or specifying requirements, prioritizing, validating, tracing, or managing requirements changes. Depends on fpf-core.
FPF Literacy & DPF Authoring. Use when: helping an agent understand the FPF/DPF/LPF stack, creating a new DPF, loading domain knowledge into an agent, distinguishing FPF-grounded answers from generic AI responses, or choosing a carrier for publication.…
LFW Architecture. Use when: organizing the FPF/DPF/LPF workspace, deciding where to place a new framework, setting up the skill-carrier structure, or resolving LPF vs Project boundary questions. Depends on fpf-core.