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Self-Improving Human-Resources
by
José I. O.
· GitHub ↗
· v1.1.0
· MIT-0
105
Downloads
0
Stars
0
Active Installs
2
Versions
Install in OpenClaw
/install self-improving-hr
Description
Captures policy gaps, compliance risks, recruiting process issues, onboarding friction, retention signals, candidate experience problems, and offboarding gap...
Usage Guidance
What to check before installing/enabling:
- Review the included scripts (scripts/*.sh) and hook handlers (hooks/openclaw/handler.*). They run locally and create or read .learnings/ and ./skills/ files — confirm you're comfortable with that.
- Prefer project-level enablement rather than global ~/.claude or user-level settings to limit scope. Do not blindly enable PostToolUse hooks globally because the error detector reads tool output (CLAUDE_TOOL_OUTPUT) and could surface sensitive terms; use matchers or limit to HR-related sessions.
- Confirm the recommended git clone URL is from a trusted source (the SKILL.md suggests a repo). If you don't trust the upstream, inspect the files in the skill bundle first rather than cloning remotely.
- Keep the scripts executable only when needed and check file permissions. The extract-skill script writes to the current directory; run with --dry-run first to see actions.
- The skill warns repeatedly to NEVER log PII; enforce that policy procedurally (anonymization checks) before persisting any user data.
Overall, this package appears coherent and appropriate for its HR logging purpose; the main operational risk is the normal prompt-injection surface that hooks provide if enabled broadly — limit hook scope and review code before activation.
Capability Analysis
Type: OpenClaw Skill
Name: self-improving-hr
Version: 1.1.0
The self-improving-hr skill bundle is a framework for agents to log HR-related process improvements, compliance risks, and policy gaps. It includes utility scripts (activator.sh, error-detector.sh, extract-skill.sh) and OpenClaw hooks (handler.js) that provide reminders and scaffolding for capturing organizational knowledge. The bundle explicitly mandates PII protection, lacks any network or exfiltration capabilities, and contains no evidence of malicious intent or harmful prompt injection.
Capability Tags
Capability Assessment
Purpose & Capability
Name/description (capture HR learnings, log process issues, promote findings) match the included artifacts: templates, .learnings initialization, extract-skill helper, an activator, an error detector, and OpenClaw hook handlers that inject reminders. The code is focused on creating local markdown logs, scaffolding new skills, and adding a virtual bootstrap reminder—all coherent with the stated HR knowledge-capture goal.
Instruction Scope
Runtime instructions and scripts operate on local workspace files (.learnings/ and skills/), emit reminders, and scan tool output for HR/compliance keywords. They do not transmit data to external endpoints or require unrelated files. Note: the error-detector reads the CLAUDE_TOOL_OUTPUT env var (tool output) to detect keywords — this can surface potentially sensitive content if you enable PostToolUse hooks. The SKILL.md strongly warns to never log PII.
Install Mechanism
There is no formal install spec; SKILL.md recommends cloning a GitHub repo (a reasonable manual install). The package *does* include executable scripts and hook handlers (not purely instruction-only). That mismatch is not dangerous but worth noting: installing/enabling the hooks grants the skill the ability to inject content into agent sessions, so review the code before enabling. All included scripts operate locally and do not download arbitrary code.
Credentials
No required environment variables, no credentials, and no config paths are declared. The only environment access is to CLAUDE_TOOL_OUTPUT inside error-detector.sh (expected for a PostToolUse detector). There are no requests for unrelated secrets or system credentials.
Persistence & Privilege
always:false and no automatic persistence of credentials. However, enabling the provided OpenClaw hooks (agent:bootstrap, UserPromptSubmit, PostToolUse) gives the skill the ability to inject reminders/virtual files into every affected agent session. This is expected for a hook-style skill but is a behavioral privilege: enable at project scope rather than globally unless you reviewed and trust the code.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install self-improving-hr - After installation, invoke the skill by name or use
/self-improving-hr - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.1.0
**Version 1.1.0**
- Added stackability contract for multi-skill installations.
- Added namespaced logging guidance (`.learnings/hr/`) for coexistence with other skills.
- Added required `Skill: hr` metadata field and cross-skill precedence/ownership rules.
- Clarified hook arbitration model (single dispatcher, dedupe, rate limiting).
v1.0.0
Self-Improving HR 1.0.0 — Initial Release
- Provides a structured system for logging HR policy gaps, compliance risks, recruiting issues, onboarding friction, retention signals, candidate experience problems, and offboarding gaps.
- Enforces strict PII protection and anonymization for all learning logs.
- Includes Quick Reference tables for immediate guidance on log categories and actions.
- Supports easy initialization and setup for OpenClaw and generic agent platforms.
- Defines process for promoting widely applicable HR learnings to policies, checklists, and compliance calendars.
Metadata
Frequently Asked Questions
What is Self-Improving Human-Resources?
Captures policy gaps, compliance risks, recruiting process issues, onboarding friction, retention signals, candidate experience problems, and offboarding gap... It is an AI Agent Skill for Claude Code / OpenClaw, with 105 downloads so far.
How do I install Self-Improving Human-Resources?
Run "/install self-improving-hr" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Self-Improving Human-Resources free?
Yes, Self-Improving Human-Resources is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Self-Improving Human-Resources support?
Self-Improving Human-Resources is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Self-Improving Human-Resources?
It is built and maintained by José I. O. (@jose-compu); the current version is v1.1.0.
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