Skill Creator
kid0317/crewai_mas_demo
Create new skills and save them to the project's shared skills directory.
当任务完成、解决困难问题、用户要求总结经验/记录项目理解/更新项目规范，或 spec-end/spec-update 需要从当前 Spec 文档判断是否沉淀经验、知识、SOP、工具记忆、长期项目规范时使用。本 Skill 只做识别 + 分类 + 权重判断 + 草稿 + 用户确认，不落盘写入；内容已经明确、只需写入经验/知识文件并更新索引时直接用 exp-write；程序记忆（SOP）落盘成新…
Install Exp Reflect
$ npx skills add HHU3637kr/skills --skill exp-reflect -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install HHU3637kr/skills exp-reflect --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/HHU3637kr/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/exp-reflect .claude/skills/exp-reflect && 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 "exp-reflect" agent skill from https://github.com/HHU3637kr/skills/tree/master/exp-reflect into .claude/skills/exp-reflect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "exp-reflect", 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/HHU3637kr/skills/tree/master/exp-reflectType 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 HHU3637kr/skills --skill exp-reflect -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install HHU3637kr/skills exp-reflect --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HHU3637kr/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/exp-reflect .agents/skills/exp-reflect && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "exp-reflect" agent skill from https://github.com/HHU3637kr/skills/tree/master/exp-reflect into .agents/skills/exp-reflect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "exp-reflect", 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 HHU3637kr/skills --skill exp-reflect -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install HHU3637kr/skills exp-reflect --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HHU3637kr/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/exp-reflect .cursor/skills/exp-reflect && 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 "exp-reflect" agent skill from https://github.com/HHU3637kr/skills/tree/master/exp-reflect into .cursor/skills/exp-reflect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "exp-reflect", 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/HHU3637kr/skills.git --path exp-reflect--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 HHU3637kr/skills --skill exp-reflect -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install HHU3637kr/skills exp-reflect --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HHU3637kr/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/exp-reflect .gemini/skills/exp-reflect && 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 "exp-reflect" agent skill from https://github.com/HHU3637kr/skills/tree/master/exp-reflect into .gemini/skills/exp-reflect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "exp-reflect", 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 HHU3637kr/skills exp-reflectInstalls 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 HHU3637kr/skills --skill exp-reflect -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/HHU3637kr/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/exp-reflect .github/skills/exp-reflect && 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 "exp-reflect" agent skill from https://github.com/HHU3637kr/skills/tree/master/exp-reflect into .github/skills/exp-reflect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "exp-reflect", 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 HHU3637kr/skills --skill exp-reflect -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install HHU3637kr/skills exp-reflect --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HHU3637kr/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/exp-reflect .opencode/skills/exp-reflect && 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 "exp-reflect" agent skill from https://github.com/HHU3637kr/skills/tree/master/exp-reflect into .opencode/skills/exp-reflect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "exp-reflect", 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
exp-reflect- GitHub stars
- 145
- Token cost
- ~2.3k tokens
- SKILL.md length
- 233 words
- Files
- 1
- Skills in repo
- 37
- Repo updated
- First seen
- Licence
- None found
At a glance
当任务完成、解决困难问题、用户要求总结经验/记录项目理解/更新项目规范，或 spec-end/spec-update 需要从当前 Spec 文档判断是否沉淀经验、知识、SOP、工具记忆、长期项目规范时使用。本 Skill 只做识别 + 分类 + 权重判断 + 草稿 + 用户确认，不落盘写入；内容已经明确、只需写入经验/知识文件并更新索引时直接用 exp-write；程序记忆（SOP）落盘成新…
- Works in 5 steps: 经验记忆：困境-策略对 → 按权重分流（重大→exp-write /… → 知识记忆：项目理解、技术调研 → exp-write 写入… → 程序记忆：可复用的多步骤 SOP → 创建 sop-xxx Skill → …
- Tasks that involve Operations and SOPs
- SKILL.md covers 运行契约, 概述, 触发场景 and 核心原则, plus 7 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Exp Reflect is an agent skill from HHU3637kr/skills. 当任务完成、解决困难问题、用户要求总结经验/记录项目理解/更新项目规范，或 spec-end/spec-update 需要从当前 Spec 文档判断是否沉淀经验、知识、SOP、工具记忆、长期项目规范时使用。本 Skill 只做识别 + 分类 + 权重判断 + 草稿 + 用户确认，不落盘写入；内容已经明确、只需写入经验/知识文件并更新索引时直接用 exp-write；程序记忆（SOP）落盘成新 Skill 用 skill-creator。不要用于普通文档摘要、历史记忆检索或已明确内容的直接写入。
Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows, covering Operations and SOPs and Skill authoring.
When your agent uses it
- Tasks that involve Operations and SOPs
- Tasks that involve Skill authoring
Example prompts
- “/exp-reflect”
Requirements
- Pre-approved tools (allowed-tools): Read, Write, Edit, Glob, Grep
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- 经验记忆：困境-策略对 → 按权重分流（重大→exp-write / 轻量→Auto Memory）
- 知识记忆：项目理解、技术调研 → exp-write 写入 spec/context/knowledge/
- 程序记忆：可复用的多步骤 SOP → 创建 sop-xxx Skill
- 工具记忆：Skill 执行后的固定后续动作 → 更新 Skill 末尾
- 项目规范/规则记忆：长期项目约束与项目偏好 → 更新薄入口 AGENTS.md 或 .agents/rules/
What it can do on your machine
Read from SKILL.md and the folder at commit a2cccf6. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditGlobGrep
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).
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
Exp Reflect loads about 2.3k tokens when it runs. Until then it costs about 65 tokens; SKILL.md has 233 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 233 words (~2,267 tokens).
“基于 MUSE 框架的"反思 → 结构化 → 记忆化"理念，读取当前任务产出的 Spec 文档，提取可沉淀的记忆，并按记忆类型分流到不同存储层。”
- name
- exp-reflect
- allowed-tools
- Read, Write, Edit, Glob, Grep
- disable-model-invocation
- true
Files
Just SKILL.md in exp-reflect of HHU3637kr/skills.
Open the folder on GitHubat commit a2cccf6
Compare with similar skills
Exp Reflect 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 |
|---|---|---|---|---|---|---|
| Exp Reflect this skillHHU3637kr/skills | 145 | — | ~2.3k | Automated safety check: Pass | None | |
| Skill Creatorkid0317/crewai_mas_demo | 165 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | |
| Agent Creatorjdforsythe/forge | 151 | — | ~4.5k | Automated safety check: Pass | MIT | |
| Writing Skillsed3dai/ed3d-plugins | 250 | 1 repos | ~1.3k | Automated safety check: Pass | None | |
| Legal Skill Alignmentcat-xierluo/legal-skills | 720 | — | ~3.7k | Automated safety check: Pass | CC-BY-NC-4.0 | |
| Writing Skillssandgardenhq/sgai | 137 | — | ~4.9k | Automated safety check: Pass | Custom licence |
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Related
Categories
Questions about Exp Reflect
What does Exp Reflect do?
当任务完成、解决困难问题、用户要求总结经验/记录项目理解/更新项目规范，或 spec-end/spec-update 需要从当前 Spec 文档判断是否沉淀经验、知识、SOP、工具记忆、长期项目规范时使用。本 Skill 只做识别 + 分类 + 权重判断 + 草稿 + 用户确认，不落盘写入；内容已经明确、只需写入经验/知识文件并更新索引时直接用 exp-write；程序记忆（SOP）落盘成新…. Exp Reflect is an agent skill from HHU3637kr/skills.
When should I use Exp Reflect?
Exp Reflect fits situations like: tasks that involve Operations and SOPs; tasks that involve Skill authoring.
How do I install Exp Reflect in Claude Code?
Run `npx skills add HHU3637kr/skills --skill exp-reflect -a claude-code`. Or copy the skill folder (exp-reflect in HHU3637kr/skills) into .claude/skills/exp-reflect in your project. Claude Code loads it when a task matches its description.
How do I install Exp Reflect in Codex?
Run `npx skills add HHU3637kr/skills --skill exp-reflect -a codex`. Or copy the skill folder (exp-reflect in HHU3637kr/skills) into .agents/skills/exp-reflect in your project. Codex loads it when a task matches its description.
Can I use Exp Reflect 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 HHU3637kr/skills --skill exp-reflect -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/exp-reflect, .gemini/skills/exp-reflect, .github/skills/exp-reflect and .opencode/skills/exp-reflect in your project.
What does Exp Reflect need to run?
SKILL.md names no scripts, command-line tools or credentials: Exp Reflect is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit, Glob, Grep.
Does Exp Reflect 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 Exp Reflect 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 Exp Reflect use?
No licence was found for Exp Reflect or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Exp Reflect use?
About 2.3k tokens (SKILL.md is roughly 9.1k 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 Exp Reflect?
Skills that share tags, products or a category with Exp Reflect: Skill Creator (kid0317/crewai_mas_demo, 165 stars), Agent Creator (jdforsythe/forge, 151 stars), Writing Skills (ed3dai/ed3d-plugins, 250 stars) and Legal Skill Alignment (cat-xierluo/legal-skills, 720 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Exp Reflect?
HHU3637kr (a GitHub user) maintains it in HHU3637kr/skills, which has 145 GitHub stars. The repository holds 37 skills in this directory. The repository was last updated on September 23, 2026.
Source: HHU3637kr/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.