Agent Autonomy Kit

by ryancampbellv1.0.0

āŒ Risky

Stop waiting for prompts. Keep working.

clawhub install agent-autonomy-kit
šŸ“„
163
All-time Downloads
šŸ“¦
152
Active Installs
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65
Stars

Security Analysis

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35/100
Safety Score

ā€œThis skill presents significant security risks due to its autonomous operation model, lack of transparency, and absence of proper licensing. The ability to execute tasks proactively without user prompts creates potential for unintended actions and permission overreach. Critical safety information including code review, data handling practices, and author verification is missing.ā€

āš ļøData Privacy RiskAutonomous operation without clear data handling boundaries raises privacy concerns
āŒPermission ScopeProactive execution without user prompts could exceed intended permissions
āš ļøSupply Chain RiskNo license specified and unknown author reputation
āŒCode TransparencyNo code or detailed behavior documentation provided
āš ļøMalware IndicatorsAutonomous 'heartbeat' and scheduled operations without oversight are concerning
āš ļøSocial Engineering RiskCould manipulate users by operating outside explicit instruction context
āš ļøDependency SafetyNo dependency information available for assessment
āš ļøUpdate FrequencyOnly one version with no maintenance history
āœ…Community ValidationHigh download count suggests some community adoption
āŒLicense ComplianceNo license specified - unclear usage rights

Last scanned: 3/27/2026

Community Mentions

From Reddit & GitHub discussions

😟
😟 Mixed/Negative
5 mention(s) found Ā· 0 Reddit, 5 GitHub
⚫ GitHub😟 Negative

[Bug]: The result of "clawhub search self-improving-agent" missing exact match

### Bug type Regression (worked before, now fails) ### Summary npx clawhub search self-improving-agent or https://clawhub.ai/skills?q=self-improving-agent ### Steps to reproduce npx clawhub search self-improving-agent or https://clawhub.ai/skills?q=self-improving-agent ### Expected behavior r

⚫ GitHub😟 Negative

Add OG/Twitter images for key pages

Fixes #152.\n\n- Ensure key pages explicitly set OpenGraph/Twitter images so social cards render consistently even when they override openGraph/twitter metadata.\n- Uses the existing default Next OG image route at /api/og (1200x630).\n\nPages updated: /, /pricing, /about, /get-started, /trending.\n\

⚫ GitHub😟 Negative

Add OpenGraph metadata to all pages

Adds OG title, description, and URL to 20+ pages for better social sharing ## Changes - Added OpenGraph metadata to 20 pages across the site - Each page now includes: - - - - - ## Pages Updated 1. /agents 2. /artifacts 3. /blog 4. /careers 5. /compare 6. /faq 7. /getting-started 8.

⚫ GitHub😟 Negative

Add Skill Diff Viewer at /diff

## Overview This PR adds a new Skill Diff Viewer page at `/diff` that allows users to compare different versions of agent skills side-by-side. ## Features āœ… Skill selector dropdown with 3 sample skills āœ… Version selectors for comparing two versions āœ… Diff view showing added (green), removed (red),

⚫ GitHub😟 Negative

Wire /guides to persistent data + read tracking

## Summary\n- add seed data with 8 guides\n- add list endpoint with , , and filters\n- add detail + POST read tracking persistence\n- wire page to fetch real data and show loading/error/filter states\n- wire guide detail UX to render markdown-like content and persist "Mark as Read" actions\n\n#

User Reviews

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Changelog v1.0.0

Initial release of Agent Autonomy Kit. - Enables agents to work proactively without waiting for prompts. - Introduces a task queue system and proactive "heartbeat" for continuous task execution. - Supports scheduled operations with cron jobs for overnight work and daily reports. - Aims to improve productivity by keeping agents working until limits are reached.

Safety Score

35
out of 100
āŒ Risky

šŸ¤– AI-powered scan

Info

Version
1.0.0
Versions
1
Author
ryancampbell
Updated
Feb 26, 2026
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