by NatureBlueee · Claude Skill · ★ 81
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中文 | English wow-harness "How do you let AI handle so much development with so little supervision?" This is the answer. wow-harness is a governance layer for Claude Code. It makes AI agents reliable enough that you can set direction, walk away, and trust the work actually lands — with review gates, completion verification, and mechanical enforcement that no amount of prompting can replicate. The Problem Claude Code is remarkably capable. But left unsupervised, it has structural biases: Claims completion prematurely — "all tests pass" (didn't run them) Skips review — "this change is simple enough" (it wasn't) Drifts from plans — starts fixing one bug, ends up refactoring three files Self-evaluation bias — asks itself "did I do a good job?", answers "yes" You end up supervising more than you saved in development time. The 80% it does well makes the 20% it silently drops even harder to catch. The Insight Instructions don't reliably change AI behavior. Mechanical constraints do. A review agent told "don't modify files" obeys 70% of the time. A review agent whose tool manifest doesn't list Edit/Write obeys 100% of the time — it physically can't call what isn't there.
| Stars | 81 |
| Forks | 15 |
| Language | Python |
| Category | Claude Skill |
| License | MIT |
| Quality Score | 67.2725905275633/100 |
| Open Issues | 5 |
| Last Updated | 2026-04-29 |
| Created | 2026-04-09 |
| Platforms | claude-code, python |
| Est. Tokens | ~149k |
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wow-harness is Local AI development harness for Claude Code. Fail-closed 8-gate governance, 16 skills, hooks-level enforcement.. It is categorized as a Claude Skill with 81 GitHub stars.
wow-harness is primarily written in Python.
You can find installation instructions and usage details in the wow-harness GitHub repository at github.com/NatureBlueee/wow-harness. The project has 81 stars and 15 forks, indicating an active community.
wow-harness is released under the MIT license, making it free to use and modify according to the license terms.
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