Favicon of skillopt-sleep

skillopt-sleep

AI Agent SkillPythonOpen source

Use when the user wants their Claude agent to self-improve from past usage, asks about a nightly/offline 'sleep' or 'dream' cycle, memory/skill consolidation, or says things like 'make my agent better the more I use it', 'review my past sessions', 'learn my preferences', 'consolidate what you learned', 'run the sleep c Published by microsoft in SkillOpt.

Decision snapshot

Is this a fit?

Best for

Deployment, Includes SKILL.md, Reusable instructions

Works with

Compatibility not yet detected.

Access

Permission behavior not yet detected.

Setup

Copy skill directory

Project health

1 month ago · MIT license

Considerations

No specific cautions were detected. Review the source and requested permissions before installing.

What is skillopt-sleep?

Use when the user wants their Claude agent to self-improve from past usage, asks about a nightly/offline 'sleep' or 'dream' cycle, memory/skill consolidation, or says things like 'make my agent better the more I use it', 'review my past sessions', 'learn my preferences', 'consolidate what you learned', 'run the sleep c 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.

Trust signal
95/100
Maintenance signal
90/100
Adoption signal
100/100

Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement. See how SkillIndex evaluates profiles.

Key capabilities

  • Includes SKILL.md support
  • Reusable instructions support
  • Deployment
  • Deployment use cases

Declared skill metadata

  • Source file: plugins/claude-code/skills/skillopt-sleep/SKILL.md

These fields retain source and confidence evidence from the indexed SKILL.md.

Compatibility and setup

Copy skill directory
  • Install or run with Copy skill directory

When to use skillopt-sleep

  • Use it for deployment.

Built with

PythonCopy skill directory

Editorial notes

Source

  • Creator: microsoft
  • Repository: microsoft/SkillOpt
  • Skill file: plugins/claude-code/skills/skillopt-sleep/SKILL.md

What it does

Use when the user wants their Claude agent to self-improve from past usage, asks about a nightly/offline 'sleep' or 'dream' cycle, memory/skill consolidation, or says things like 'make my agent better the more I use it', 'review my past sessions', 'learn my preferences', 'consolidate what you learned', 'run the sleep c

Skill instructions

SkillOpt-Sleep: usage-driven self-evolution for a local Claude agent SkillOpt-Sleep gives the user's agent a sleep cycle. On demand or on a nightly schedule, it reviews real past Claude Code sessions, re-runs recurring tasks through the selected backend, and consolidates what it learns into memory (CLAUDE.md) and skills (SKILL.md). With the default validation gate enabled, it keeps only changes that improve a held-out score. Live files change only through explicit adoption or a user-requested --auto-adopt. It aims to improve this user's recurring work, while making each accepted proposal measurable on the run's held-out tasks, with no model-weight training. It is the deployment-time analogue of training: short-term experience → long-term competence. It synthesizes three ideas: - SkillOpt — the skill/memory doc is trainable text; bounded add/delete/replace edits; accepted only through a held-out gate; rejected edits are recorded in the run report for review. - Claude Dreams — consolidat

Verified compatibility and discovery

Frequently asked questions

What is skillopt-sleep?

skillopt-sleep is a open-source AI agent skill with Copy skill directory. Use when the user wants their Claude agent to self-improve from past usage, asks about a nightly/offline 'sleep' or 'dream' cycle, memory/skill consolidation, or says things like 'make my agent better the.

Who is skillopt-sleep best for?

skillopt-sleep is best for reusing agent instructions, scripts, and references, deployment 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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Stars
15,721
Forks
1,457
Last commit
1 month ago
Last verified
Aug 31, 2026
Metadata fetched
Aug 31, 2026
Repository age
4 months
License
MIT

Project health auto-fetched from the source repository.

Maintain this resource?

Review this source-backed profile, send a correction with evidence, or link to it from your documentation. Claims verify your relationship to the project; profile facts still require source evidence and editorial review.

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