Concept Forge

Convert everyday questions, concepts, keywords, unfamiliar terms, or "what is X / how does X differ from Y" requests into reusable Chinese knowledge cards, Quarkdown mother drafts, Slidev presentation sources, and interactive HTML explainers. Use when the user wants to understand, remember, compare, review, or build a personal knowledge base for concepts; especially for fragmented internet-era knowledge such as tools, methods, acronyms, technical terms, products, workflows, and conceptual questions. The skill researches like a lightweight hv-analysis pass, stores structured JSON plus Quarkdown

Install

skills CLI (Claude Code, Cursor, Codex and more)
npx skills add FeixueCode/concept-forge --skill concept-forge
Manual install
git clone --depth 1 https://github.com/FeixueCode/concept-forge.git /tmp/concept-forge
mkdir -p ~/.claude/skills
cp -r /tmp/concept-forge/. ~/.claude/skills/concept-forge

Personal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.

From the SKILL.md

# Concept Forge

Concept Forge turns a user's scattered question into a durable concept asset: a concise answer, a structured knowledge card, a Quarkdown reading draft, a Slidev presentation draft, and a self-contained interactive HTML explainer.

The goal is not to produce a one-off answer. The goal is to make the concept easier to remember and to grow a reusable local knowledge/html library over time.

## Core Loop

Always follow this order:

1. **Normalize the question**: identify the core concept, aliases, comparison targets, and user intent.
2. **Look up existing entries first** with `scripts/concept_forge.py lookup`.
3. **Plan depth** with `scripts/concept_forge.py plan` or the Research Method: choose Quick, Standard, or Deep.
4. **Reuse before rebuilding**: if a strong match exists, return the existing direct answer and HTML path. Refresh only when the user asks, the entry is stale, or the concept is time-sensitive.
5. **Research at the chosen depth** if no usable entry exists: use the Concept Lens below, browsing when the topic may have changed or precise sourcing matters.
6. **Forge the concept record** as structured JSON using `references/concept-schema.md`.
7. **Render and store** with `scripts/concept_forge.py upsert`; this must create JSON, Quarkdown, Markdown, HTML, and Slidev source artifacts.
Read the full skill on GitHub

Details

Skill name
concept-forge
Repo updated
3 July 2026

FAQ

What does the Concept Forge skill do?

Convert everyday questions, concepts, keywords, unfamiliar terms, or "what is X / how does X differ from Y" requests into reusable Chinese knowledge cards, Quarkdown mother drafts, Slidev presentation sources, and interactive HTML explainers. Use when the user wants to understand, remember, compare, review, or build a personal knowledge base for concepts; especially for fragmented internet-era knowledge such as tools, methods, acronyms, technical terms, products, workflows, and conceptual questions. The skill researches like a lightweight hv-analysis pass, stores structured JSON plus Quarkdown

How do I install the Concept Forge skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add FeixueCode/concept-forge --skill concept-forge. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

Is Concept Forge popular?

It lives in FeixueCode/concept-forge, which has 5 GitHub stars and 0 forks.

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