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Implements features, fixes bugs, writes tests. Reads existing code, plans the change, applies it, and runs the test suite to verify.
Primary tools shaped this agent. Read the full registry on the tools page.
Fix the rate-limit bug in /api/checkout.
Reads checkout.ts, identifies missing await, applies 3-line fix, runs the test suite, returns diff.
Add a /healthcheck endpoint to the api.
Adds endpoint, writes test for 200 response, runs suite, returns diff.
Migrate the user table to add a `created_via` column.
Writes migration file, applies in dev, updates the model, runs ORM tests, returns the migration + diff.
Drop this prompt into the dashboard with the coder selected. Edit the bracketed slots before broadcasting.
Task: [bug or feature description]. Files I think are relevant: [paths or globs]. Constraints: - Minimal diff. Do not refactor unrelated code. - Run the existing test suite after. - Return diff + one-paragraph rationale per change.
Average run time
6m 50s
Mid-size change
Average cost (BYOK)
$0.18
Sonnet 4.7
Tokens
~42k
Input + output
Only if a referenced file pulls in others through imports. The system prompt explicitly bans drive-by refactors of unrelated code.
Python, TypeScript, Go, Rust, SQL, shell. It reads the project to detect the stack and adapts.
Keywords
coding ai agent · autonomous coder · ai pair programming
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