skillopt-sleep
Validate and refine agent skills through nightly sleep cycles with held-out gates. Wraps Microsoft's SkillOpt-Sleep engine for the OpenClaw/DeepSeek stack. Published by microsoft in SkillOpt.
What is skillopt-sleep?
Validate and refine agent skills through nightly sleep cycles with held-out gates. Wraps Microsoft's SkillOpt-Sleep engine for the OpenClaw/DeepSeek stack. Published by microsoft in SkillOpt. This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.
Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement.
Key capabilities
- Includes SKILL.md support
- Reusable instructions support
- Testing
- Testing use cases
Technical details
- Install or run with Copy skill directory
When to use skillopt-sleep
- Use it for testing.
Built with
Editorial notes
Source
- Creator: microsoft
- Repository: microsoft/SkillOpt
- Skill file: plugins/openclaw/SKILL.md
What it does
Validate and refine agent skills through nightly sleep cycles with held-out gates. Wraps Microsoft's SkillOpt-Sleep engine for the OpenClaw/DeepSeek stack.
Skill instructions
skillopt-sleep — OpenClaw Adaptation of Microsoft SkillOpt-Sleep A nightly self-improvement loop that reads our session transcripts, mines recurring workflow patterns, replays them with proposed skill edits, and gates the proposals against a held-out test set. Only improvements that beat baseline are staged for human adoption. When To Use - After Hermes's Weekly Skill Review (or as its replacement) - When a skill is being used 10+ times/week and could be tighter - Before promoting a new skill from skill-proposals/ to skills/ - When a skill regresses in observed quality What It Does (One Cycle) harvest session transcripts - mine recurring task patterns - replay each pattern (current skill vs proposed) - GATE: must improve held-out score - stage proposal - Ethan adopts (manual) Nothing live changes until Ethan adopts. Every adopt backs up first. Architecture skills/skillopt-sleep/ ├── SKILL.md this file ├── config.json engine config (backend, budgets, etc.) ├── runsleep.py entry point └─
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Frequently asked questions
What is skillopt-sleep?
skillopt-sleep is a open-source AI agent skill with Copy skill directory. Validate and refine agent skills through nightly sleep cycles with held-out gates. Wraps Microsoft's SkillOpt-Sleep engine for the OpenClaw/DeepSeek stack.
Who is skillopt-sleep best for?
skillopt-sleep is best for reusing agent instructions, scripts, and references, testing workflows.
How do I install skillopt-sleep?
Install or run skillopt-sleep using Copy skill directory. Check skillopt-sleep for the latest setup command.
Is skillopt-sleep actively maintained?
skillopt-sleep may need a closer maintenance check before production use.
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