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0.1.6 — Portable /qnn skill for agentic coders

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@iblameandrew iblameandrew released this 09 Jul 16:47

Tagline: Portable /qnn skill — import anytime an agentic coder is stuck or a feature needs wider depth

What's new

Portable QNN skill

Ship an agent-agnostic Qualitative Neural Network brainstorm procedure as a drop-in skill for any coding agent (Grok, Claude Code, Cursor, Codex, custom harnesses).

Use it when:

  • You're stuck — deadlock, race, perf cliff, circular local fixes
  • A feature needs wider depth — richer metrics, APIs, UX options, research framing

What it does:

  1. Builds an unstick or enrich brief
  2. Picks topology (auto or manual L×W×epochs)
  3. Seeds guiding concepts and materializes layered personas
  4. Runs multi-epoch forward passes with Mirror Descent + reframing
  5. Delivers a Solution-Space Report (strategies + falsifiers + first probes)
  6. Hands off to the normal edit → run → debug loop — does not ship the patch itself

Install from this release

Download qnn-skill-0.1.6.zip below, then:

unzip qnn-skill-0.1.6.zip -d ~/.grok/skills
# Windows: Expand-Archive qnn-skill-0.1.6.zip -DestinationPath C:\Users\def78\.grok\skills

Or from the repo:

mkdir -p ~/.grok/skills/qnn
cp skills/qnn/SKILL.md ~/.grok/skills/qnn/SKILL.md

Then invoke:

/qnn explore this deadlock / performance regression
/qnn richer metrics for the training dashboard

Docs