wfgy-bbmc

Name: wfgy-bbmc
Author: qdhenry

WFGY BBMC - Semantic Residue Minimization

Content Preview

---
tools:
  - read
  - write
  - edit
  - grep
arguments: $QUERY
---

# WFGY BBMC - Semantic Residue Minimization

Apply the BBMC (BigBig Minimization Coupling) formula to minimize semantic residue and improve reasoning accuracy.

Based on the WFGY project: https://github.com/onestardao/WFGY

## Formula

```
B = I - G + m * c²

Where:
- B: Semantic residue to minimize
- I: Current-step embedding vector
- G: Ground-truth embedding vector
- m: Matching coefficient (cosine similarity, range 0-1)
-

How to Use

Recommended: Install to project (local)

mkdir -p .claude/skills
curl -o .claude/skills/wfgy-bbmc.md \
  https://raw.githubusercontent.com/qdhenry/Claude-Command-Suite/main/.claude/commands/wfgy/wfgy-bbmc.md

Skill is scoped to this project only. Add .claude/skills/ to your .gitignoreif you don't want to commit it.

Alternative: Clone full repo

git clone https://github.com/qdhenry/Claude-Command-Suite

Then reference at .claude/commands/wfgy/wfgy-bbmc.md