Skills/ClawHub/gan-evolution-engine

gan-evolution-engine@1.0.0

VERIFIED· install only

Publisher claims: "Generative Adversarial Evolution for AI Agent Skills. Uses GAN-like process to evolve skill capabilities: Generator creates skill variants, Discriminator eva..." Observed in sandbox: no network, touches nothing outside the project, writes no memory.

Registry ClawHubPublisher sudabg · publishing for 235 daysInstalls 865Last detonated 2 h ago
$clawhub install gan-evolution-engine
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Coverage

Nothing executable in the bundle ran; the trace covers the install step only.
Tested
every file read, file written and host contacted by what ran
Not tested
use of the skill by an agent

Is [email protected] safe to install?

KillerSkills ran it in the KillerSkills honeypot sandbox (1 scenario; nothing executable in the bundle ran; the trace covers the install step only) on 2026-11-15 and scored it 90/100 (Verified). In what ran, nothing we could detect went wrong: no undeclared network egress, no credential reads, no persistent instruction writes. What it does with a real credential was not observed; the static findings and the publisher carry the rest of the score. Summary: no network, touches nothing outside the project, writes no memory.

Behavior trace

Honeypot run · 0 s · 1 scenarios · 0 deviations
t+CategoryObserved action
0.0sprocessno install scripts in bundle
0.0sprocessscript backend runs setup only
0.0sprocessscript backend runs setup only
0.0sprocessno install scripts to re-run

Static findings

HIGH
Instructs the agent to modify its persistent memory or instruction filesevolved_real/self-improving-agent-v3/SKILL.md:323 · Instructs the agent to modify its persistent memory or instruction files- Missing automation (→ add to AGENTS.md)Fix: Remove the text that addresses the agent rather than the reader; describe behavior, do not instruct.
AST01
HIGH
Instructs the agent to modify its persistent memory or instruction filesevolved_test/self-improving-agent-v1/SKILL.md:289 · Instructs the agent to modify its persistent memory or instruction files- Add `**Promoted**: CLAUDE.md`, `AGENTS.md`, or `.github/copilot-instructions.md`Fix: Remove the text that addresses the agent rather than the reader; describe behavior, do not instruct.
AST01
HIGH
Instructs the agent to modify its persistent memory or instruction filesevolved_real/self-improving-agent-v3/SKILL.md:448 · Instructs the agent to modify its persistent memory or instruction files7. **Promote aggressively** - if in doubt, add to CLAUDE.md or .github/copilot-instructions.mdFix: Remove the text that addresses the agent rather than the reader; describe behavior, do not instruct.
AST01
HIGH
Instructs the agent to modify its persistent memory or instruction filesevolved_full/self-improving-agent-v3/SKILL.md:448 · Instructs the agent to modify its persistent memory or instruction files7. **Promote aggressively** - if in doubt, add to CLAUDE.md or .github/copilot-instructions.mdFix: Remove the text that addresses the agent rather than the reader; describe behavior, do not instruct.
AST01
MEDIUM
Python subprocess execution detectedscripts/discriminator.py:94 · Python subprocess execution detectedresult = subprocess.run(Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
HIGH
Instructs the agent to modify its persistent memory or instruction filesevolved_test/self-improving-agent-v1/SKILL.md:323 · Instructs the agent to modify its persistent memory or instruction files- Missing automation (→ add to AGENTS.md)Fix: Remove the text that addresses the agent rather than the reader; describe behavior, do not instruct.
AST01
HIGH
Instructs the agent to modify its persistent memory or instruction filesevolved_real/self-improving-agent-v3/SKILL.md:289 · Instructs the agent to modify its persistent memory or instruction files- Add `**Promoted**: CLAUDE.md`, `AGENTS.md`, or `.github/copilot-instructions.md`Fix: Remove the text that addresses the agent rather than the reader; describe behavior, do not instruct.
AST01
HIGH
Instructs the agent to modify its persistent memory or instruction filesevolved_full/self-improving-agent-v3/SKILL.md:289 · Instructs the agent to modify its persistent memory or instruction files- Add `**Promoted**: CLAUDE.md`, `AGENTS.md`, or `.github/copilot-instructions.md`Fix: Remove the text that addresses the agent rather than the reader; describe behavior, do not instruct.
AST01
HIGH
Instructs the agent to modify its persistent memory or instruction filesevolved_demo/self-improving-agent-v2/SKILL.md:289 · Instructs the agent to modify its persistent memory or instruction files- Add `**Promoted**: CLAUDE.md`, `AGENTS.md`, or `.github/copilot-instructions.md`Fix: Remove the text that addresses the agent rather than the reader; describe behavior, do not instruct.
AST01
MEDIUM
Python subprocess execution detectedscripts/discriminator.py:171 · Python subprocess execution detectedprocess = subprocess.Popen(Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
HIGH
Instructs the agent to modify its persistent memory or instruction filesevolved_full/self-improving-agent-v3/SKILL.md:120 · Instructs the agent to modify its persistent memory or instruction files### Add reference to agent files AGENTS.md, CLAUDE.md, or .github/copilot-instructions.md to remind yourself to log learnings. (this is an alternative to hook-based reminders)Fix: Remove the text that addresses the agent rather than the reader; describe behavior, do not instruct.
AST01
HIGH
Instructs the agent to modify its persistent memory or instruction filesevolved_demo/self-improving-agent-v2/SKILL.md:448 · Instructs the agent to modify its persistent memory or instruction files7. **Promote aggressively** - if in doubt, add to CLAUDE.md or .github/copilot-instructions.mdFix: Remove the text that addresses the agent rather than the reader; describe behavior, do not instruct.
AST01
MEDIUM
Python subprocess execution detectedscripts/discriminator.py:148 · Python subprocess execution detectedsubprocess.run(Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
Python subprocess execution detectedscripts/discriminator.py:140 · Python subprocess execution detectedsubprocess.run(Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
HIGH
Instructs the agent to modify its persistent memory or instruction filesevolved_real/self-improving-agent-v3/SKILL.md:120 · Instructs the agent to modify its persistent memory or instruction files### Add reference to agent files AGENTS.md, CLAUDE.md, or .github/copilot-instructions.md to remind yourself to log learnings. (this is an alternative to hook-based reminders)Fix: Remove the text that addresses the agent rather than the reader; describe behavior, do not instruct.
AST01
HIGH
Instructs the agent to modify its persistent memory or instruction filesevolved_test/self-improving-agent-v1/SKILL.md:120 · Instructs the agent to modify its persistent memory or instruction files### Add reference to agent files AGENTS.md, CLAUDE.md, or .github/copilot-instructions.md to remind yourself to log learnings. (this is an alternative to hook-based reminders)Fix: Remove the text that addresses the agent rather than the reader; describe behavior, do not instruct.
AST01
HIGH
Instructs the agent to modify its persistent memory or instruction filesevolved_test/self-improving-agent-v1/SKILL.md:448 · Instructs the agent to modify its persistent memory or instruction files7. **Promote aggressively** - if in doubt, add to CLAUDE.md or .github/copilot-instructions.mdFix: Remove the text that addresses the agent rather than the reader; describe behavior, do not instruct.
AST01
HIGH
Instructs the agent to modify its persistent memory or instruction filesevolved_full/self-improving-agent-v3/SKILL.md:323 · Instructs the agent to modify its persistent memory or instruction files- Missing automation (→ add to AGENTS.md)Fix: Remove the text that addresses the agent rather than the reader; describe behavior, do not instruct.
AST01
HIGH
Instructs the agent to modify its persistent memory or instruction filesevolved_demo/self-improving-agent-v2/SKILL.md:120 · Instructs the agent to modify its persistent memory or instruction files### Add reference to agent files AGENTS.md, CLAUDE.md, or .github/copilot-instructions.md to remind yourself to log learnings. (this is an alternative to hook-based reminders)Fix: Remove the text that addresses the agent rather than the reader; describe behavior, do not instruct.
AST01
HIGH
Instructs the agent to modify its persistent memory or instruction filesevolved_demo/self-improving-agent-v2/SKILL.md:323 · Instructs the agent to modify its persistent memory or instruction files- Missing automation (→ add to AGENTS.md)Fix: Remove the text that addresses the agent rather than the reader; describe behavior, do not instruct.
AST01
MEDIUM
Python subprocess execution detectedscripts/gan_evolution.py:225 · Python subprocess execution detectedresult = subprocess.run(cmd, capture_output=True, text=True, timeout=120)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05

Cost to the agent

Instructions loaded
≈21,060 tok
5 files · 69 in bundle

Tokens estimated at four characters each. Skills load their instruction text when triggered; the figure is what that costs.

Known vulnerabilities

Vulnerability advisories (OSV) cover npm and PyPI packages; this registry has no advisory database.