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Reflect
作者
Steven Gonsalvez
· GitHub ↗
· v2.1.0
8031
总下载
14
收藏
64
当前安装
2
版本数
在 OpenClaw 中安装
/install reflect-learn
功能描述
Self-improvement through conversation analysis. Extracts learnings from corrections and success patterns, proposes updates to agent files or creates new skil...
安全使用建议
Install only if you want a skill that can preserve conversation-derived learnings across sessions and projects. Review proposed diffs carefully, avoid approving learnings that contain secrets or private content, consider setting REFLECT_STATE_DIR to a project-local/private location, and do not enable the hook or auto-reflection until you are comfortable with the local files it writes.
功能分析
Type: OpenClaw Skill
Name: reflect-learn
Version: 2.1.0
The skill is designed for agent self-improvement, allowing it to analyze conversations, propose updates to its own configuration files, and create new skills. While this involves powerful capabilities like modifying agent files, creating new skill definitions, and using the `Bash` tool, the `SKILL.md` explicitly outlines strong safety guardrails, including mandatory human approval for all proposed changes, Git versioning for easy rollbacks, and incremental updates. The Python scripts handle file operations within expected `.claude/` and `~/.reflect/` directories, and there is no evidence of data exfiltration, unauthorized persistence, or malicious execution beyond the stated purpose. The instructions themselves do not contain prompt injection attempts to bypass security or hide actions.
能力评估
Purpose & Capability
The stated purpose is self-improvement through conversation analysis, and the main capabilities fit that purpose, but they include Write/Edit/Bash access, creation of new skill files, proposed agent-file changes, optional git commits, hook integration, and cross-project reflection archives.
Instruction Scope
The skill documents human approval before applying agent or skill changes, but activation conditions include corrections, successful patterns, session ending, and context compaction, and helper scripts can persist reflection artifacts and indexes as part of generation.
Install Mechanism
No automatic installer was found, but the package includes optional hook scripts and settings snippets for user-level Claude hooks. It also ships unrelated scripts/logs session artifacts, including a large chat log and hook event logs, which are not necessary for installation.
Credentials
Project-local files are expected, but default/global writes under ~/.reflect, ~/.claude/session, ~/.claude/reflections, and ~/.claude/logs aggregate session-derived content, source quotes, session metadata, and project paths across contexts.
Persistence & Privilege
Persistence is core to the skill, but it is broad: learnings logs, pending reviews with source quotes, reflection files, global indexes, per-agent archives, hook logs, optional new skills, and optional git commits. There is no evidence of exfiltration or destructive runtime behavior.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install reflect-learn - 安装完成后，直接呼叫该 Skill 的名称或使用
/reflect-learn触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v2.1.0
Add Security category to signal detection, fix agent_mappings.md root-level agents, add Memory integration guidance, consistency fixes across reference files
v2.0.0
- Updated skill.
元数据
常见问题
Reflect 是什么？
Self-improvement through conversation analysis. Extracts learnings from corrections and success patterns, proposes updates to agent files or creates new skil... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 8031 次。
如何安装 Reflect？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install reflect-learn」即可一键安装，无需额外配置。
Reflect 是免费的吗？
是的，Reflect 完全免费（开源免费），可自由下载、安装和使用。
Reflect 支持哪些平台？
Reflect 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Reflect？
由 Steven Gonsalvez（@stevengonsalvez）开发并维护，当前版本 v2.1.0。
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