transformer-stage-atlas
Map of every transformer matmul stage, pathologies, design levers.
Skill by Jadon-Fox
Chalk Labs
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Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/jadon-fox-transformer-stage-atlas
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: design
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/transformer-stage-atlas
What's inside
- Skill name
transformer-stage-atlas- Description
- Map of every transformer matmul stage, pathologies, design levers. Theory. Replaces transformer-matmul-geometry. Does not measure Omega.
- License
- MIT
- Metadata
- short-description: Stage map. Not a meter.
- Instructions
- 11 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# transformer-stage-atlas **One job:** the map. Not the measurement. ## Do - Name the stage, the matmul, the shape, the failure mode. - Point at meaning if a stage is being used as a fake Omega. ## Do not - Claim `` from the atlas. - Absorb factor-compute. - Become a second vram-geometry-mapper. Grok.com: Atlas. CLI: this folder. Long-form stage notes stay in grok-morph-skills references if you still need them — this skill is the job lock.
From Jadon-Fox/twinglass-pack, MIT.
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Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 6
- Last commit (this folder)
- Sep 12, 2026 (1 month ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/Jadon-Fox/twinglass-pack
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
transformer-stage-atlas skill. Agent Mart. https://agentmart.dev/skills/jadon-fox-transformer-stage-atlas (last updated 2026-10-24)