← ClaudeAtlas

lfe-extract-domainlisted

Conduct a "Day 0" interview with the founder to populate the project's domain-knowledge.md and CONTEXT.md. Use when the agent encounters an undocumented Black Box.
StChiotis/Claude-LFE · ★ 2 · AI & Automation · score 66
Install: claude install-skill StChiotis/Claude-LFE
# LFE Domain Extraction (Day 0) ## Position in Pipeline - **Phase**: Any (Failure Recovery) - **Persona**: Architect - **Trigger**: Called when any persona encounters an undocumented "Black Box" in the code, or at project initialization - **Output**: `.docs/domain/domain-knowledge.md` + `CONTEXT.md` ## Mission Extract the project's core logic, math, and terminology from the founder's mind and formalize it into the Library System. ## Workflow 1. **The Core Entity**: Ask *"What is the single most important noun in this project? What is its exact definition?"* 2. **The Golden Logic**: Ask *"What is the 'Golden Rule' or primary calculation that this project performs? Walk me through the logic step-by-step."* 3. **The Constraints**: Ask *"What are the project's absolute hard constraints (legal, safety, or architectural) — the rules that must always hold?"* 4. **The Vocabulary**: Identify synonyms or ambiguous terms used during the interview and map them to canonical terms. ## Output Produce a draft for: - `.docs/domain/domain-knowledge.md` - `CONTEXT.md` — using the format defined in [CONTEXT-FORMAT.md](../lfe-grill-with-docs/CONTEXT-FORMAT.md) ## Rules - Follow the `CONTEXT-FORMAT.md` standard for all glossary entries (one-sentence definitions, _Avoid_ aliases, relationships, example dialogue). - If `CONTEXT.md` already exists, merge new terms into it rather than overwriting. - If an ADR is warranted by a decision made during extraction, use the format in [ADR-FORMAT.md](../