← Back to Skills Marketplace
Org Learning Ops Skill
by
huangluckybao-lab
· GitHub ↗
· v1.0.1
345
Downloads
0
Stars
3
Active Installs
2
Versions
Install in OpenClaw
/install org-learning-ops-skill
Description
全量会话分析 + 每日技能盘点分配 + CEO学习日报与热门skills雷达联动输出。
Usage Guidance
This skill intends to analyze all agent conversations and agent configurations to produce daily learning/skills reports — which requires broad access to local session logs and config files that can contain sensitive text and possibly credentials. Before installing or enabling it: 1) Confirm where outputs/reports are stored and who they are sent to; ensure no external exfiltration endpoints are used without explicit approval. 2) Require explicit consent and an approved governance process for reading user/agent session logs. 3) Ask the author to document data minimization: which fields are read, how PII is redacted, retention policy, and how config files are sanitized to avoid exposing tokens. 4) Run the skill in a restricted sandbox (or on a copy of logs) first and review sample outputs. 5) If the skill will query private GitHub/registries, require explicit credentials/configuration and an approval workflow. These steps reduce privacy and credential exposure risks. Additional information that would raise confidence to 'benign': explicit handling of sensitive fields, an allowed-operations list, destination(s) for reports, and a minimal-permission runtime manifest.
Capability Analysis
Type: OpenClaw Skill
Name: org-learning-ops-skill
Version: 1.0.1
The skill is designed for operational analysis and governance of OpenClaw agents and skills. It requires access to sensitive session history files (`~/.openclaw/agents/*/sessions/*.jsonl`) and agent configurations, which is explicitly stated in `SKILL.md` and directly aligned with its stated purpose of 'full session analysis' and 'skill inventory'. Crucially, `SKILL.md` includes strong governance instructions for the AI agent, explicitly stating that 'installation/update skill, configuration change, formal activation' and handling of 'suspicious skills' all 'require approval'. There is no evidence of intent to exfiltrate data, execute arbitrary commands, or establish persistence, and the prompt instructions are clear and structured, mitigating prompt injection risks by enforcing human oversight for critical actions.
Capability Assessment
Purpose & Capability
The name/description (organizational learning, daily briefs, skills radar) align with instructions that analyze conversation histories and installed skills. Requesting full-session analysis and skill metadata from GitHub/ClawHub/etc. is plausible for this purpose.
Instruction Scope
The SKILL.md explicitly requires reading full session files (~/.openclaw/agents/*/sessions/*.jsonl), calling visible session APIs (sessions_list/sessions_history), and reading '已安装技能与agent配置:当前环境可见配置'. Those actions can expose PII, sensitive conversation content, and agent configuration data (which may include tokens or endpoints). The instructions do not specify consent, sanitization, retention, or where reports/results are sent, nor do they limit which data fields to use. That broad file and config access is a privacy/governance risk.
Install Mechanism
Instruction-only skill with no install spec and no code files; nothing is written to disk by an installer. This lowers mechanical installation risk.
Credentials
The skill declares no required env vars or credentials, yet its runtime requires access to local session files and agent configurations. Those config files might contain credentials or tokens; the skill does not document scope-limited access or how credentials are handled. External lookups (GitHub/ClawHub/skills.sh) are implied but no credential needs or network destinations are declared.
Persistence & Privilege
always:false and no install steps; the skill does not request permanent inclusion or system-wide changes in the provided metadata. Autonomous invocation is allowed (platform default) but not combined with other elevated privileges here.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install org-learning-ops-skill - After installation, invoke the skill by name or use
/org-learning-ops-skill - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
Add README and example output template; clarify fixed daily workflow and governance checkpoints.
v1.0.0
Initial release: full-session coverage analysis, daily skills radar with fit tiers, Agent×Skill allocation, A1 governance workflow, README and example report.
Metadata
Frequently Asked Questions
What is Org Learning Ops Skill?
全量会话分析 + 每日技能盘点分配 + CEO学习日报与热门skills雷达联动输出。 It is an AI Agent Skill for Claude Code / OpenClaw, with 345 downloads so far.
How do I install Org Learning Ops Skill?
Run "/install org-learning-ops-skill" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Org Learning Ops Skill free?
Yes, Org Learning Ops Skill is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Org Learning Ops Skill support?
Org Learning Ops Skill is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Org Learning Ops Skill?
It is built and maintained by huangluckybao-lab (@huangluckybao-lab); the current version is v1.0.1.
More Skills