Use this starter when a task lands in the `I/O-aware workflows` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.
Scanned 9/8/2026
Install to Claude Code
Skills Directorynpx -y skills add ma-compbio-lab/SkillFoundry --skill i-o-aware-workflows-starter --agent claude-codeInstalls into .claude/skills of the current project.
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# I/O-aware workflows Starter
Use this starter when a task lands in the `I/O-aware workflows` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.
## What this starter does
- Summarizes the local resource anchors for the leaf.
- Emits a machine-readable starter plan with promotion steps.
- Gives the agent a stable local entry point before a full runtime skill exists.
## How to use it
Run `python3 skills/hpc/i-o-aware-workflows-starter/scripts/run_frontier_starter.py --out scratch/frontier/i-o-aware-workflows-starter.json`.
Then inspect `refs.md` and `examples/resource_context.json` to promote the starter into a concrete executable workflow.
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Ultra-compressed communication mode. Cuts token usage ~75% by speaking like caveman while keeping full technical accuracy. Supports intensity levels: lite, full (default), ultra, wenyan-lite, wenyan-full, wenyan-ultra. Use when user says "caveman mode", "talk like caveman", "use caveman", "less tokens", "be brief", or invokes /caveman. Also auto-triggers when token efficiency is requested.
