Execute one bounded RED to GREEN experiment from bead or caller intent; return derived subject identity and check facts.
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Cloud & DevOps · Productivity & Workflow · Learning & Documentation · AI & Agents · Security & Testing · Developer Tools & Repos · Analytics & Monitoring · Memory & Knowledge · Research
55 agent skills — instructions the agent loads on demand. 55 of 55 are free. Median context cost 6.1k tokens.
Load relevant .agents context.
Use official OpenAI docs.
Scaffold or audit OSS docs.
Profile and optimize hotspots.
Shape or refine the existing bead or caller intent without a second planning artifact.
Review completed work and learn.
Implement a scoped OSS PR.
Plan an open source PR.
Prepare PR commits and body.
Research an upstream repo.
Learn from PR outcomes.
The rest either hold an API key issued by the publisher or ask for nothing.
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