What problem does it solve?
Offloading well-specified coding tasks to a separate agent harness normally requires manual coordination, token-heavy planning, and ad-hoc branch handling. This Skill lets a main harness fan out independent, fully-specified issues to a SWE-AF sub-harness that implements each issue on an isolated branch with cheap models, while the main harness keeps planning, review, and merging.
Core Features & Use Cases
- Async issue delegation: Fires
swe-planner.implement_issue executions via the AgentField HTTP API with structured issue specs including acceptance criteria, files to modify, and testing strategy.
- Progress tracking and result triage: Polls execution status and agent notes, then handles success, partial-salvage, and empty-result outcomes with concrete git workflows.
- Cost and safety guardrails: Caps fan-out at 3 concurrent delegations per repo, forbids blind retries, and requires the main harness to run its own integration test gate after merging.
- Use Case: While refactoring a large service, delegate three independent, fully-specified fixes (e.g., add input validation to module A, migrate module B's logging, add tests for module C) to SWE-AF in parallel, then review each returned branch with
git diff and merge the ones that pass your test suite.
Quick Start
Ask the agent to delegate a fully-specified issue to SWE-AF by composing an issue spec with title, description, and acceptance criteria, firing an async implement_issue call, and merging the returned branch after review.