Distilly Person Profile Builder
titanwings/distilly
Distills source material about a colleague, a relationship or a celebrity into reusable Person Profiles that an agent can later work from, in English or Chinese.
“Reference-only OpenClaw adaptation of SkillOpt-Sleep. Use it to study or port the contributed DeepSeek wrapper, not as a ready-to-run installation.”
Install SkillOpt-Sleep OpenClaw Reference
$ npx skills add microsoft/SkillOpt --skill skillopt-sleep -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install microsoft/SkillOpt skillopt-sleep --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/microsoft/SkillOpt.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/openclaw .claude/skills/skillopt-sleep && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "skillopt-sleep" agent skill from https://github.com/microsoft/SkillOpt/tree/main/plugins/openclaw into .claude/skills/skillopt-sleep/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skillopt-sleep", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/microsoft/SkillOpt/tree/main/plugins/openclawType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add microsoft/SkillOpt --skill skillopt-sleep -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install microsoft/SkillOpt skillopt-sleep --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/SkillOpt.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/openclaw .agents/skills/skillopt-sleep && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "skillopt-sleep" agent skill from https://github.com/microsoft/SkillOpt/tree/main/plugins/openclaw into .agents/skills/skillopt-sleep/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skillopt-sleep", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add microsoft/SkillOpt --skill skillopt-sleep -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install microsoft/SkillOpt skillopt-sleep --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/SkillOpt.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/openclaw .cursor/skills/skillopt-sleep && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "skillopt-sleep" agent skill from https://github.com/microsoft/SkillOpt/tree/main/plugins/openclaw into .cursor/skills/skillopt-sleep/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skillopt-sleep", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/microsoft/SkillOpt.git --path plugins/openclaw--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add microsoft/SkillOpt --skill skillopt-sleep -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install microsoft/SkillOpt skillopt-sleep --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/SkillOpt.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/openclaw .gemini/skills/skillopt-sleep && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "skillopt-sleep" agent skill from https://github.com/microsoft/SkillOpt/tree/main/plugins/openclaw into .gemini/skills/skillopt-sleep/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skillopt-sleep", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install microsoft/SkillOpt skillopt-sleepInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add microsoft/SkillOpt --skill skillopt-sleep -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/microsoft/SkillOpt.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/openclaw .github/skills/skillopt-sleep && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "skillopt-sleep" agent skill from https://github.com/microsoft/SkillOpt/tree/main/plugins/openclaw into .github/skills/skillopt-sleep/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skillopt-sleep", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add microsoft/SkillOpt --skill skillopt-sleep -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install microsoft/SkillOpt skillopt-sleep --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/SkillOpt.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/openclaw .opencode/skills/skillopt-sleep && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "skillopt-sleep" agent skill from https://github.com/microsoft/SkillOpt/tree/main/plugins/openclaw into .opencode/skills/skillopt-sleep/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skillopt-sleep", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
skillopt-sleep- GitHub stars
- 18k
- Token cost
- ~1.3k tokens
- SKILL.md length
- 642 words
- Files
- 10
- Skills in repo
- 5
- Repo updated
- First seen
- Licence
- MIT
At a glance
- Works in 6 steps: Replace every absolute workspace,… → Update the custom backend factory to the… → Replace the experimental adoption logic… → …
- SKILL.md covers What is included, Known porting gaps, Shared-engine features are not… and Data and credential boundary, plus 1 more section
- Runs Python and Shell scripts from its folder; calls python
About this skill
SkillOpt-Sleep OpenClaw Reference is an official skill in microsoft/SkillOpt (18k stars). Its SKILL.md is about 1.3k tokens, with 9 other files in the folder. Licence: MIT.
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Replace every absolute workspace, repository, state, skill, log, and task
- Update the custom backend factory to the current get_backend call contract,
- Replace the experimental adoption logic with the current staging manifest
- Decide how real OpenClaw transcripts are converted into a supported session
- Build scheduling around the adapted wrapper. The shared scheduler launches
- Add isolated end-to-end tests for dry-run, accepted/rejected gates, staging,
What it can do on your machine
Read from SKILL.md and the folder at commit 343db22. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships script files (Python and Shell), which the agent can run.
Shell commands in SKILL.md call:
python
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
SkillOpt-Sleep OpenClaw Reference loads about 1.3k tokens when it runs. Until then it costs about 41 tokens; SKILL.md has 642 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from microsoft/SkillOpt at commit 343db22, republished under its MIT licence (© microsoft). 642 words, ~1,279 tokens.
Download SKILL.mdSave it as
.claude/skills/skillopt-sleep/SKILL.md (or your agent's skills folder). This skill also uses 9 other files; get the full folder from GitHub.- name
- skillopt-sleep
- description
- Reference-only OpenClaw adaptation of SkillOpt-Sleep. Use it to study or port the contributed DeepSeek wrapper, not as a ready-to-run installation.
SkillOpt-Sleep OpenClaw reference adaptation
This directory is a contributed reference, not a supported, plug-and-play
OpenClaw integration. It illustrates one way to connect the shared
skillopt_sleep cycle to a custom DeepSeek Chat Completions backend and a set of
environment-specific task fixtures.
Do not run or schedule the files unchanged. Several scripts and the sample configuration preserve assumptions from the contributor's original machine, and parts of the wrapper have not yet been ported to the current shared-engine interfaces. Start with the directory's README.md, which is the authoritative status and adaptation guide.
What is included
skillopt_sleep_openclaw.py— a contributed DeepSeek backend prototype. It also contains an Ollama embedding helper, but that helper is not wired into the current shared sleep cycle.run_sleep.py— a custom cycle wrapper with environment-specific paths and a backend-registration shim.slash_sleep.py— an experimental command helper written for an older staging-manifest shape.run_sleep_cron.sh— a machine-specific category runner, not a portable cron installer.config.json— a sample configuration, not a set of guaranteed or enforced runtime limits.tests/*.json— example task fixtures from one environment, not a universal OpenClaw benchmark.
Known porting gaps
Before treating this as an integration, a maintainer must at least:
- Replace every absolute workspace, repository, state, skill, log, and task path with explicit user configuration.
- Update the custom backend factory to the current
get_backendcall contract, including the project directory, and update its backend methods and edit records to the current protocol. - Replace the experimental adoption logic with the current staging manifest
and
skillopt_sleep.staging.adoptbehavior. Current staging artifacts useproposed_SKILL.md/proposed_CLAUDE.md,manifest.json, and report files; they do not expose the oldmanifest.proposed_skillfield. - Decide how real OpenClaw transcripts are converted into a supported session
format. Pointing
claude_homeat an arbitrary agent directory does not by itself make its files Claude Code-compatible JSONL. - Build scheduling around the adapted wrapper. The shared scheduler launches the shared CLI; it does not automatically preserve this custom backend or its category task-file flow.
- Add isolated end-to-end tests for dry-run, accepted/rejected gates, staging, adoption and backup, credential failure, and scheduled execution.
Until those gaps are resolved, use the supported shared
python -m skillopt_sleep CLI with --backend mock to test SkillOpt-Sleep itself,
and treat this directory only as source material for a future OpenClaw port.
Show full SKILL.md (269 more words)Show less
Shared-engine features are not wrapper features
At this revision the supported shared CLI backends are mock, claude,
codex, copilot, handoff, and azure_openai; the
plugin integration reference is the
authoritative list. The shared engine can consolidate a selected skill and
project CLAUDE.md memory (controlled by evolve_skill and evolve_memory),
and its schedule / unschedule actions manage shared-engine cron entries.
Those capabilities do not make the custom OpenClaw wrapper portable: the
shared scheduler will not invoke the prototype backend or its category
fixtures. Use the shared documentation for those features, not this reference
SKILL.
Data and credential boundary
The prototype DeepSeek backend sends task, skill, memory, response, rubric, and reflection content to its configured Chat Completions endpoint. Its source also contains a helper that can send text to an Ollama service if a future port wires that helper into the cycle. Neither path should be assumed to remove every secret or private detail.
Before any port is tested with real data:
- use isolated, synthetic or explicitly reviewed task files;
- replace sample business names, personal references, URLs, and machine paths;
- load credentials through the operator's secret-management mechanism;
- verify TLS and retention policy for every remote endpoint; and
- inspect all staged artifacts before adoption.
The bundled fixtures are examples only. Their scores and any old cost estimates do not establish effectiveness, safety, or a stable nightly price for another OpenClaw deployment.
Further information
- OpenClaw README — current reference status and adaptation checklist
- plugin integration reference — supported shared-engine CLI surface and data boundary
- SkillOpt-Sleep documentation — concepts, results, and limitations
Contributions that turn this reference into a portable integration should add tests and update all three documents together.
© microsoft, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 9 other files in plugins/openclaw of microsoft/SkillOpt.
- SKILL.md
- README.md
- config.json
- run_sleep.py
- run_sleep_cron.sh
- skillopt_sleep_openclaw.py
- slash_sleep.py
- tests/devops-tasks.json
- tests/research-cron-tasks.json
- tests/wiki-tasks.json
Open the folder on GitHubat commit 343db22
Compare with similar skills
SkillOpt-Sleep OpenClaw Reference next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| SkillOpt-Sleep OpenClaw Reference this skillmicrosoft/SkillOpt | 18k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Distilly Person Profile Buildertitanwings/distilly | 25k | — | ~15k | Automated safety check: Notes | MIT | |
| Mindmemos CLImindscale-noah/MindMemOS | 1k | — | ~3.4k | Automated safety check: Pass | None | |
| Spec Driven Developzhu1090093659/deepseek-pp | 1.9k | — | ~6.9k | Automated safety check: Pass | Apache-2.0 | |
| Remember Learningsdyad-sh/dyad | 22k | — | ~1.1k | Automated safety check: Pass | Custom licence | |
| Codex Deepseek Subagentoil-oil/codex-deepseek-subagent | 376 | — | ~673 | Automated safety check: Pass | MIT |
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Remember Learnings
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Review the current session for errors, issues, snags, and hard-won knowledge, then update the rules/ files (or AGENTS.md if no suitable rule file exists) with actionable learnings.
Codex Deepseek Subagent
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配置和维护 Codex 桌面应用中的 DeepSeek 原生子 Agent，支持模型选择、路由验证、修复、停用和卸载。仅在用户要求配置或管理该集成时使用；普通 API 问题与配置后的日常编码任务不触发。
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Related
Works with
Categories
Questions about SkillOpt-Sleep OpenClaw Reference
How do I install SkillOpt-Sleep OpenClaw Reference in Claude Code?
Run `npx skills add microsoft/SkillOpt --skill skillopt-sleep -a claude-code`. Or copy the skill folder (plugins/openclaw in microsoft/SkillOpt) into .claude/skills/skillopt-sleep in your project. Claude Code loads it when a task matches its description.
How do I install SkillOpt-Sleep OpenClaw Reference in Codex?
Run `npx skills add microsoft/SkillOpt --skill skillopt-sleep -a codex`. Or copy the skill folder (plugins/openclaw in microsoft/SkillOpt) into .agents/skills/skillopt-sleep in your project. Codex loads it when a task matches its description.
Can I use SkillOpt-Sleep OpenClaw Reference in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add microsoft/SkillOpt --skill skillopt-sleep -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/skillopt-sleep, .gemini/skills/skillopt-sleep, .github/skills/skillopt-sleep and .opencode/skills/skillopt-sleep in your project.
What does SkillOpt-Sleep OpenClaw Reference need to run?
Going by SKILL.md and its folder, SkillOpt-Sleep OpenClaw Reference needs Python and a shell for the scripts in its folder and the command-line tools its instructions call (python).
Does SkillOpt-Sleep OpenClaw Reference access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is SkillOpt-Sleep OpenClaw Reference safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does SkillOpt-Sleep OpenClaw Reference use?
SkillOpt-Sleep OpenClaw Reference is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does SkillOpt-Sleep OpenClaw Reference use?
About 1.3k tokens (SKILL.md is roughly 5.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to SkillOpt-Sleep OpenClaw Reference?
Skills that share tags, products or a category with SkillOpt-Sleep OpenClaw Reference: Distilly Person Profile Builder (titanwings/distilly, 25k stars), Mindmemos CLI (mindscale-noah/MindMemOS, 1k stars), Spec Driven Develop (zhu1090093659/deepseek-pp, 1.9k stars) and Remember Learnings (dyad-sh/dyad, 22k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains SkillOpt-Sleep OpenClaw Reference?
microsoft (a GitHub organization, an official publisher) maintains it in microsoft/SkillOpt, which has 18,087 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on October 6, 2026.
Source: microsoft/SkillOpt on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.