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Skills/Backend & APIs
syahiidkamil avatar

Free Will

syahiidkamil/software-engineer-ai-agent-atlas

This is a forcing function for deliberate engineering decisions when your first instinct might be expensive to get wrong.

GitHub stars
298
last updated
Jun 11, 2026
View on GitHubSave

Install

$ npx -y skills add syahiidkamil/software-engineer-ai-agent-atlas --skill free-will --agent claude-code

Installs into .claude/skills of the current project.

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What it does

It fires autonomously on mechanical triggers like a fix failing twice, adding a dependency, schema design, or changing a public API. The core mechanism refuses premature collapse: instead of greedy-decoding to the obvious solution, you hold multiple branches open (the urge, the contrarian, synthesis, out-of-box moves, precedent, first principles), ground each in real evidence from the codebase or docs, walk forward through consequences, then deliberately choose and try to refute the winner before acting. It logs decisions and rejected branches to docs/decision_logs/. Expensive on purpose, so not for routine calls. A decision worth more than one forward pass.

Files

Select a file.

Details

Repository
github.com/syahiidkamil/software-engineer-ai-agent-atlas
Categories
Backend & APIs, Git & Pull Requests, Documentation, Code Review & Quality, AI & Agent Building, Debugging, Productivity & Planning, Design & UI/UX
First seen
Jun 11, 2026

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