Custom skills for AI agents that provide specialized domain knowledge and structured methodologies.
These skills are designed to be automatically used by an AI agent when a user asks for help with a task covered by one of the skills.
- Clone or download
skillsfolder and its contents. - Add skills from the
skillsfolder to your IDE / CLI Code tool:- Cursor:
~/.cursor/skills - Cloude Code:
~/.claude/skills/ - Other IDE or AI agent: check documentation on where skills are located
- Cursor:
- Ask AI-agent to use the skill during task execution.
Example workflow:
- User: "Help me plan my bathroom layout"
- AI: Loads
bathroom-planner/SKILL.mdsromskillsand applies the 10-stage methodology - AI guides user through measurements, zone planning, ergonomics, and implementation
The skills transform the AI into a specialized assistant that follows proven methodologies rather than ad-hoc responses.
- Frameworks & Methodologies
- Business Analysis & Requirements Engineering
- Text Analysis & Writing
- Document Processing
- Development Tools
- Project Management
- Space Planning & Organization
Structured reasoning frameworks and domain-specific methodologies for systematic problem-solving.
Root framework providing auditable thinking, evidence chains, and systematic problem-solving patterns. Serves as the governing foundation for all DPF and LPF skills.
Use when:
- Guiding reasoning on engineering, research, and management tasks
- Requiring systematic evidence-based problem-solving
- Building structured, verifiable solutions with traceable evidence
Reference: GitHub Repository of the original First Principles Framework by Anatoly Levenchuk
Location: skills/fpf-core/
Generates compact, unambiguous FPF-structured output at F4-F5 formality level using typed-slot notation. Designed for AI agent consumers and FPF-literate humans where token economy and auditability matter — diagnostics, architecture decisions, code reviews, status reports, trust assessments, system compositions. Replaces verbose prose (~65% token savings, lossless).
Depends on: fpf-core
Use when:
- Writing diagnostics, ADRs, code reviews, or status reports for AI agent consumers
- Composing trust/assurance assessments with F-G-R-CL tuples
- Building Γ (gamma) system/epistemic compositions with Quintet invariants
- Reconstructing clean prose from FPF blocks (removing all metadata)
- Any context where token economy AND auditability matter
Do NOT use for: casual chat, teaching, non-technical audiences, creative tasks.
Location: skills/fpf-narrative/
Helps agents understand the FPF/DPF/LPF stack, create new domain practical frameworks (DPFs), load domain knowledge, distinguish FPF-grounded answers from generic AI responses, and choose the right carrier for publication.
Depends on: fpf-core
Use when:
- Teaching an agent the FPF ecosystem and its layers
- Creating a new DPF from scratch (~1 hour draft)
- Distinguishing vanilla AI answers from FPF-grounded reasoning
- Deciding whether to publish in-chat vs as a file
Location: skills/dpf-fpf-literacy/
Manages the FPF/DPF/LPF workspace structure: where to place frameworks, how to organize skill carriers, dependency chains, and LPF vs Project boundaries.
Depends on: fpf-core, dpf-fpf-literacy
Use when:
- Organizing the FPF/DPF/LPF workspace layout
- Deciding where a new framework belongs in the ecosystem
- Setting up skill-carrier structure for a DPF/LPF
- Resolving LPF vs Project boundary questions
- Packaging a DPF/LPF as a distributable skill
Location: skills/dpf-lfw-architecture/
Domain practical framework for structured business analysis and requirements engineering in engineering projects.
Covers the full requirements lifecycle: stakeholder identification, elicitation, specification, prioritization, validation, traceability, and change management. Includes business process modeling, use case modeling, and data/security requirements.
Depends on: fpf-core
Use when:
- Identifying and managing stakeholders
- Eliciting, specifying, or prioritizing requirements
- Validating or tracing requirements
- Managing requirements changes
- Modeling business processes or use cases
- Defining data or security requirements
Location: skills/dpf-business-analysis/
Skills for analyzing existing texts and extracting reusable structure, argumentation, and rhetorical patterns.
Reverse-engineer texts into a reusable structural blueprint (reverse outlining, argument mining, copy teardown).
Use when:
- Analyzing a text's thesis, hook, and macro-structure
- Extracting argument maps and support/evidence moves
- Mapping rhetoric (Ethos/Pathos/Logos)
- Converting "text → structure/blueprint" to reuse patterns in writing, specs, prompts, or marketing
Location: skills/reverse-engineering-texts/
Skills for converting and extracting content from document formats.
Extracts PDF content into clean Markdown: text via pdfplumber + image/diagram descriptions via a local vision-language model (LM Studio, Ollama, or any OpenAI-compatible endpoint). Supports recursive batch processing, resume/retry, and custom VL prompts.
Use when:
- Converting presentation decks (slides, diagrams) to text
- Extracting conference talks, workshops, or technical reports from PDF
- Transcribing PDFs where plain text extraction is garbled
- Batch-processing directories of PDFs with automatic skip of already-processed files
Do NOT use for: pure-text PDFs (use pdfplumber directly), filling PDF forms (use the pdf skill), scanned documents without selectable text.
Dependencies: pip install pdfplumber pypdfium2 pillow requests + local VL model (default: qwen/qwen3-vl-8b via LM Studio).
Location: skills/pdf2md/
Tools for creating and managing AI agent skills and FPF/DPF/LPF documentation.
Keeps the fpf-core skill in sync with the canonical FPF monolith (FPF-Spec.md). Self-contained tool that pulls the latest spec, decompiles it into atomic reference files, and updates the skill metadata.
Use when:
- The FPF specification has been updated (new commits upstream)
- The
fpf-coreskill references are stale or show wrong counts - Running scheduled maintenance on layered framework workspace skills
Dependencies: Python 3.10+, git in PATH.
Location: skills/fpf-sync/
Guide for deciding when to create agent skills, how to design them well, and what anti-patterns to avoid. Covers the four-layer agent guidance stack (AGENTS.md, Skills, MCP, Memory), atomicity principles, and quality gates.
Use when:
- Creating a new skill or reviewing an existing one
- Deciding between skills vs AGENTS.md vs MCP vs Memory
- Designing atomic, reusable skills with progressive disclosure
- Unsure if a skill is needed at all
Location: skills/create-agent-skill/
Skills for tracking project state, decisions, risks, and dependencies in a structured markdown vault.
Maintains project state in a structured markdown vault: atomic decision cards (DEC-NNNN), open question cards (Q-NNNN), risk cards (RISK-NNNN), contradiction cards (CON-NNNN), event chronicles, and source digests. Includes scaffold for bootstrapping a new vault, templates for digests/decisions/agendas, and inbox processing.
Use when:
- Initializing a project vault from scaffold
- Processing meeting transcripts into digests with atomic decision/question/risk/contradiction cards
- Updating project state from dialogue briefings (owner chat updates)
- Generating next-meeting agendas from open questions, blockers, and contradictions
- Reconciling new information against the open question registry
- Surfacing contradictions and archiving closed entities
Location: skills/project-vault/
Skills for optimizing physical spaces and organizing belongings with systematic methodologies.
Structured 10-stage methodology for planning bathroom layouts with focus on ergonomics, functionality, and safety.
Use when:
- Planning bathroom furniture placement
- Optimizing bathroom space
- Arranging bathroom fixtures (toilet, sink, bathtub, washing machine)
- Solving bathroom layout challenges
Applicable to: Large bathrooms (10+ square meters) with flexible plumbing.
Location: skills/bathroom-planner/
Structured 7-stage methodology for planning wardrobe/closet organization based on First Principles Framework.
Use when:
- Organizing closet space
- Planning wardrobe storage
- Arranging clothing and accessories
- Optimizing closet layout
- Solving wardrobe organization challenges
Location: skills/wardrobe-planner/