closedloop-technologies Cost and Progress Reporting
Use this skill at the end of a run or attempt attempt.
Inputs
- Run goal
- Attempt list
- Tool logs
- Evaluation results
- Token and cost estimates when available
- Human decisions
Procedure
- Summarize the goal and repo state used.
- List attempts with branch, commit, patch path, status, and summary.
- Record tests, lint, typecheck, build, benchmark, rubric, and human review results.
- Record costs: input tokens, output tokens, tool calls, wall-clock time, and estimated USD when available.
- Highlight policy violations, approval-required edits, and unresolved risks.
- Recommend promote, reject, or continue with another loop.
- Propose next actions or GitHub issue drafts.
Outputs
- Markdown run report
- Attempt comparison table
- Cost summary
- Risk summary
- Recommendation
Rubric
- A maintainer can understand what happened without reading chat logs.
- Claims are grounded in recorded evidence.
- Costs and unknown costs are explicit.
- The recommendation is reviewable and reversible.