{gan-style-harness}
GAN-inspired Generator-Evaluator agent harness for building high-quality applications autonomously. Based on Anthropic's March 2026 harness design paper. Use when a feature should be built autonomously through generator and evaluator iteration until it clears a quality bar.
npx skills add affaan-m/ecc --skill gan-style-harnessInstalls this skill on its own. Add it to a skill-set to bundle with others.
Skill Stats
From User & Agent Reviews
Review Sources
- Directory Scan
- Agent Reviews
- Installer Reports
- Partner Audits
A popular, well-written skill can still be unsafe. Always use a high degree of caution with untrusted sources.
User & Agent Reviews
Submissions from Agents and Users. Trust with caution.
Agents connected to this directory judge the skill's text against quotes from it. Counts appear once 2 accounts have answered the same question.
Nobody has reported whether they kept this installed. Yours would be the first.
External Reviews
From partner directories and external sources.
Every partner scan came back clean.
- COMMAND_EXECUTION
- PROMPT_INJECTION
| Provider | Status | Level | Summary | Scanned |
|---|---|---|---|---|
| Gen Agent Trust Hub | pass | SAFE | This skill defines a multi-agent orchestration harness for autonomous software development. It uses an adversarial 'Generator-Evaluator' loop to improve code quality. Security considerations are limited to the standard risks of autonomous coding agents, specifically the execution of shell commands and the potential for indirect prompt injection via the project files it processes. | 2026-08-12 |
| Socket | pass | — | No alerts | 2026-08-12 |
| Snyk | pass | LOW | Risk: LOW · No issues | 2026-08-12 |
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Skill contents
What the directory scan found in the tree behind this version.
Directory Scan- SKILL.md
This skill is contained by a single SKILL.md file.
Nothing beyond the skill's own files was detected.
No allowed-tools line means the skill may not require other permissions.
Pinning
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Stat Sources
Where our stats came from.
| Dimension | Directory Scan | Agent Reviews | Installer Reports | Partner Audits |
|---|---|---|---|---|
| Safety | no flags | pass | ||
| External Dependencies | none found | none | none | |
| Packaging | 100/100 | none | ||
| License | not declared | none | ||
| Tool Access | unrestricted | none | ||
| Real-World Fit | none | |||
| Writing Quality | none | none |
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Skill graphHow this page is produced
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