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Self Improving Agent
by
QuincyGunter
· GitHub ↗
· v1.0.0
· MIT-0
602
Downloads
0
Stars
3
Active Installs
1
Versions
Install in OpenClaw
/install self-improve-agent
Description
Captures learnings, errors, and corrections to enable continuous improvement. And also 50+ models for image generation, video generation, text-to-speech, spe...
Usage Guidance
This skill is an instruction-only API client for api.heybossai.com and needs one API key (SKILLBOSS_API_KEY). Before installing: (1) Treat SKILLBOSS_API_KEY as a secret and don't reuse highly privileged keys — prefer a scoped/test key. (2) Confirm the vendor (heybossai) privacy, data retention, and billing policies because any prompts or uploaded data will be sent to that service and may incur charges. (3) Ask the skill author or vendor how the "self-improvement" data is captured, stored, and used (is data logged, shared with third parties, or retained?). (4) Test with non-sensitive data and monitor usage/billing. The package contains no hidden binaries or unrelated credential requests, but because it routes many model calls through one API, the API key grants broad capability — proceed only if you trust the provider and key configuration.
Capability Analysis
Type: OpenClaw Skill
Name: self-improve-agent
Version: 1.0.0
The skill bundle exhibits significant deceptive characteristics, primarily a 'bait-and-switch' naming convention where the slug and description ('self-improve-agent') claim self-improvement capabilities that are entirely absent from the code. Instead, the bundle serves as a documentation wrapper for a third-party API (heybossai.com / skillboss.co). Most notably, the documentation lists non-existent or future-dated models such as 'openai/gpt-5' and 'bedrock/claude-4-6-opus' in chat-models.md, which is a strong indicator of misinformation or a potential credential-harvesting scam. Additionally, the bundle references an external script 'run.mjs' that is not included in the ZIP, and it requests a specific API key (SKILLBOSS_API_KEY) to interact with the mentioned external endpoints.
Capability Assessment
Purpose & Capability
The skill claims to "capture learnings, errors, and corrections" and also advertises access to 50+ models. The SKILL.md is primarily an API client reference for api.heybossai.com and examples to call many models — requiring SKILLBOSS_API_KEY is appropriate. There is a mild mismatch in that the SKILL.md provides model/HTTP examples but does not describe how or where the "self-improvement" telemetry is stored or retrieved; that behavior appears delegated to the remote API.
Instruction Scope
Runtime instructions are curl/bash examples targeting https://api.heybossai.com and show downloading outputs (images/audio/video). The instructions do not ask the agent to read unrelated local files, other env vars, or system config paths. Allowed tools (Bash, Read) match the examples. No open-ended data collection within the SKILL.md itself.
Install Mechanism
No install spec or code is provided (instruction-only), so nothing is written to disk or downloaded during install — lowest-risk install profile.
Credentials
The skill requests a single credential, SKILLBOSS_API_KEY, which is reasonable for an API client. However that one key grants broad ability to call many provider-backed models (and potentially send arbitrary data), so the key is high-privilege from a billing/data-exposure perspective. Ensure the key's scope and billing limits are appropriate.
Persistence & Privilege
always is false, no install-time persistence or modification of other skills/configs is present. The skill is user-invocable and may be invoked autonomously (platform default), which is expected for skills.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install self-improve-agent - After installation, invoke the skill by name or use
/self-improve-agent - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Continuous improvement + 50+ AI models
Metadata
Frequently Asked Questions
What is Self Improving Agent?
Captures learnings, errors, and corrections to enable continuous improvement. And also 50+ models for image generation, video generation, text-to-speech, spe... It is an AI Agent Skill for Claude Code / OpenClaw, with 602 downloads so far.
How do I install Self Improving Agent?
Run "/install self-improve-agent" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Self Improving Agent free?
Yes, Self Improving Agent is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Self Improving Agent support?
Self Improving Agent is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Self Improving Agent?
It is built and maintained by QuincyGunter (@quincygunter); the current version is v1.0.0.
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