User Growth Coach
v2.3.1三层反馈复盘系统 + 随手记，连接当前输入、历史复盘和日常上下文，自动识别深层行为模式。
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MIT-0
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LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
Security Scan
OpenClaw
Benign
medium confidencePurpose & Capability
The skill claims to implement a three-layer capture/review system and includes scripts and runtime instructions to: capture quick notes, read past JSONL/markdown records, and generate a daily digest from agent session transcripts. The files and scripts present (extract-raw-inputs.py, extract-daily-digest.py, migrate-md-to-jsonl.py, trigger-router.js) match that purpose.
Instruction Scope
SKILL.md instructs the agent to read session transcripts and local memory files (memory/user-growth/* and memory/daily-digest/*) and to run the included scripts to generate digests. Reading transcripts is necessary for L3/day-digest functionality, but it means the skill will process potentially sensitive conversation contents from the agent's sessions directory.
Install Mechanism
No install spec is provided (instruction-only with shipped scripts). That is lower risk: nothing is fetched from the network or installed automatically. The code is included in the bundle and will run locally if invoked.
Credentials
The registry metadata lists no required env vars, but the README/SKILL.md reference optional env vars (OPENCLAW_SESSIONS_DIR and OPENCLAW_DIGEST_DIR) to point at session and digest directories. No secrets or external API keys are requested. The environment access requested is proportional to the stated functionality, though the metadata omission is a minor inconsistency.
Persistence & Privilege
The scripts create and write files under the user's workspace (memory/daily-digest/*.md, memory/user-growth/*.jsonl). migrate-md-to-jsonl.py renames (moves) the input markdown to a .bak backup — i.e., it modifies user files. This file-write and rename behavior is expected for storing digests and migrations but is a material side effect the user should be aware of before running.
Assessment
This skill is coherent with its purpose, but it will read your local OpenClaw session transcripts (by default ~/.openclaw/agents/main/sessions) and write structured files under your workspace (default ~/.openclaw/workspace/memory/...). Before installing/run: 1) confirm the session and digest directory paths in SKILL.md/README and, if desired, set OPENCLAW_SESSIONS_DIR / OPENCLAW_DIGEST_DIR to safer locations; 2) back up any existing markdown memory files — migrate-md-to-jsonl.py renames the source file to .bak; 3) review the scripts (they are local and not networked) and test them on a copy of your data to ensure they behave as you expect; 4) if you do not want the skill to process all session transcripts (which may contain sensitive chats), restrict the sessions directory or run extraction scripts manually rather than via an automated cron.Like a lobster shell, security has layers — review code before you run it.
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License
MIT-0
Free to use, modify, and redistribute. No attribution required.