microsoft/SkillOpt

SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts.

5 skills listed · MIT · 18.8k stars · last pushed 1 Nov 2026

microsoft/SkillOpt on GitHub

Across these 5 skills

Pattern check

Nothing flagged in 4

Items to review in 1: skillopt-sleep

What it can touch

2 change agent settings
1 touches credentials
5 run shell commands
+3 more
- 4 name web addresses
- 2 reach the network
- 1 bundles scripts

Checked at commit bc0a392 on 3 Nov 2026.

Install the collection

1 of these skills has items to review. Read them before you install the whole collection.

Any agent

Installs the latest version, not the one we checked. The skills CLI reports installs to skills.sh unless you set DISABLE_TELEMETRY=1.

npx skills@1.7.4 add microsoft/SkillOpt

Skills

All5 Items to review1

Skills in microsoft/SkillOpt
Skill	What it can touch	Pattern check	Licence	Updated
skillopt-sleepReference-only OpenClaw adaptation of SkillOpt-Sleep. Use it to study or port the contributed DeepSeek wrapper, not as a ready-to-run installation. Touches credentials +4 more Pattern check: 1 item to reviewMITUpdated 18 Oct 2026	Touches credentials Runs shell commands +3 more	Pattern check: 1 item to review	MIT	18 Oct 2026
skillopt-sleepUse 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 cycle', or wants to schedule background self-optimization. Drives the skillopt_sleep engine: harvest past sessions -> mine recurring tasks -> replay through a selected backend -> consolidate validated CLAUDE.md/SKILL.md behind a held-out gate. Runs shell commands +1 more Pattern check: Nothing flaggedMITUpdated 12 Aug 2026	Runs shell commands Names web addresses	Pattern check: Nothing flagged	MIT	12 Aug 2026
skillopt-sleepUse when the user wants Codex to self-improve from past usage, asks about a nightly/offline 'sleep' or 'dream' cycle, wants Codex to review past sessions, learn preferences, consolidate memory/skills, run dry-run/run/adopt/status for SkillOpt-Sleep, or schedule background self-optimization. Drives the skillopt_sleep engine: harvest past sessions -> mine recurring tasks -> replay through a selected backend -> consolidate validated memory + skills behind a held-out gate. Changes agent settings +2 more Pattern check: Nothing flaggedMITUpdated 20 Aug 2026	Changes agent settings Runs shell commands +1 more	Pattern check: Nothing flagged	MIT	20 Aug 2026
skillopt-sleepUse when the user wants Cursor to learn from recent local sessions, asks for an offline sleep or dream cycle, wants to consolidate recurring work into a Cursor skill, or requests SkillOpt-Sleep status, harvest, dry-run, run, scheduling, review, or adoption. Drives the validation-gated skillopt_sleep engine with Cursor transcripts and the optional Cursor Agent CLI backend. Runs shell commands Pattern check: Nothing flaggedMITUpdated 20 Aug 2026	Runs shell commands	Pattern check: Nothing flagged	MIT	20 Aug 2026
skillopt-sleepUse when the user wants the dsh agent to self-improve from past usage, asks about a nightly/offline 'sleep' or 'dream' cycle, skill/memory 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 cycle', or wants to schedule background self-optimization. Drives the skillopt_sleep engine through the skillopt_* tools: harvest past sessions -> mine recurring tasks -> replay via a selected backend -> consolidate validated skills behind a held-out gate. Changes agent settings +3 more Pattern check: Nothing flaggedMITUpdated 21 Aug 2026	Changes agent settings Runs shell commands +2 more	Pattern check: Nothing flagged	MIT	21 Aug 2026