retrospectlisted
Install: claude install-skill mblauberg/provenant
# Retrospect
Turn completed-cycle evidence into a better next cycle: benchmark, diagnose,
propose, verify, monitor. No retrospective theatre or one dated log per run.
Scale depth to risk/friction: clean routine cycles may return `no change`;
substantial runs, escaped defects and repeated human corrections need the full pass.
## Evidence boundary
Start from approved spec, run receipts, checks/evals, review/repair history,
human corrections, escaped defects, production observations, routing failures,
resource use and retained artifacts. Use only authorised sources. Mark absent
dimensions `unknown`; never infer success from a clean final answer.
For substantial+ or repeated cycles, create `RETROSPECT.json` from the
[template](templates/RETROSPECT.template.json) and validate with
`scripts/validate_retrospect.py`. It is evidence, not diary/project truth.
## Review dimensions
- outcome and acceptance-criteria success;
- trajectory compliance, safety and escaped defects;
- human attention/corrections/rework, gate latency, unnecessary interruption and
blocked time;
- test/eval and reviewer effectiveness;
- orchestration, model routing, delegation, tool reliability;
- context size, compaction, handoff and artifact hygiene;
- skill triggering, usefulness, overlap and missing capability;
- documentation, project memory, canonical-state freshness;
- cost and latency when receipts contain trustworthy measures.
## Flywheel
1. **Benchmark** against declared acceptance criteria/eva