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Install in OpenClaw
/install skill-feed
Description
Scenario-driven skill recommendation engine for ClawHub. Detects failed or stuck workflows, builds targeted search queries, and returns ranked skill recommen...
Usage Guidance
This skill appears internally consistent, but before installing: 1) confirm your agent runtime enforces the SKILL.md sanitization rules (prevent raw logs, env values, API keys, PII from being sent); 2) verify the agent only sends sanitized, generic queries to https://clawhub.ai and does not leak internal URLs or tokens; 3) test the skill using synthetic failures (no real secrets) to validate outputs; 4) ensure the skill will not auto-execute external high-risk remediation steps without explicit user confirmation. If you need stronger guarantees, ask the skill author to provide a deterministic sanitization routine and clearer limits on which logs/contexts the skill may read.
Capability Analysis
Type: OpenClaw Skill
Name: skill-feed
Version: 0.2.1
The skill-feed bundle is a recommendation engine designed to help users recover from failed workflows by searching for relevant skills on ClawHub. While it involves sending data to an external endpoint (clawhub.ai), the SKILL.md file contains extensive and explicit 'Data Sanitization' instructions to strip secrets, API keys, and PII before any external search occurs. The logic is transparent, well-documented, and lacks any indicators of malicious intent, such as unauthorized execution or data exfiltration.
Capability Assessment
Purpose & Capability
The name/description (recommend skills to recover failed workflows) matches the instructions: classify failures, build sanitized queries, search ClawHub, rank candidates, and return recovery steps. No unrelated env vars, binaries, or install steps are requested.
Instruction Scope
Instructions stay within the stated purpose (capture failure context, sanitize, construct queries, call ClawHub search, rank results). However, sanitization is delegated to the agent and the SKILL.md does not define precise sanitization implementation or explicit limits on which runtime sources to read — e.g., it says "latest action log summary" but doesn't restrict reading broader logs or environment variables. The effectiveness of data protection depends on the agent enforcing the sanitization rules.
Install Mechanism
Instruction-only skill with no install spec or downloaded code — lowest risk. The skill expects to perform live web searches (https://clawhub.ai/skills?focus=search) at runtime, which is appropriate for its function.
Credentials
The skill requests no environment variables, credentials, or config paths. It uses generic network access to query ClawHub, which is proportionate to its purpose.
Persistence & Privilege
No elevated persistence requested (always: false). The skill does not request or document modifying other skills or system-wide settings.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install skill-feed - After installation, invoke the skill by name or use
/skill-feed - Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.2.1
Add data sanitization rules: strip secrets, credentials, PII from search queries to resolve security scan finding
v0.2.0
Add proactive triggers, 5 new query templates, scoring example, live-search-first strategy, session-level dedup, single-provider output
v0.1.3
Improve description for recommendation use cases
v0.1.2
README upgrade with clearer usage and output guidance
v0.1.1
Add README and docs polishing
v0.1.0
Initial release
Metadata
Frequently Asked Questions
What is Skill Feed?
Scenario-driven skill recommendation engine for ClawHub. Detects failed or stuck workflows, builds targeted search queries, and returns ranked skill recommen... It is an AI Agent Skill for Claude Code / OpenClaw, with 636 downloads so far.
How do I install Skill Feed?
Run "/install skill-feed" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Skill Feed free?
Yes, Skill Feed is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Skill Feed support?
Skill Feed is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Skill Feed?
It is built and maintained by Jack Lee (@jackleeio); the current version is v0.2.1.
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