eda-retrolisted
Install: claude install-skill Biswajit56546/EDAgent
# EDA Retro
## Overview
Use this skill immediately after an experiment batch finishes.
It converts raw artifacts into a structured "what happened / why / what next" decision and gates whether a recursive next run is justified.
## Inputs
Minimum required:
1. run summary markdown (`*.summary.md`)
2. monitor/history (`*.monitor.md`, `*.monitor.history.tsv`) or manifest (`*.tsv`)
3. key report sources (postCTS/postRoute summary, DRV/type/length distributions, gate outputs)
Optional but preferred:
1. knowledge-base references used for this batch
2. web/primary-source references for unstable assumptions
## Workflow
1. Consolidate observations
- extract the smallest set of outcome metrics:
- timing (`WNS/TNS/ViolPaths`)
- PPA (`power/area/runtime`)
- geometry/routing (`backside usage`, `type/length distribution`, `long-net capture`)
- gate status (`H1/H2/H3` or equivalent)
2. Diagnose mechanism, not symptoms
- assign one primary mechanism and optional secondary mechanisms:
- `model_mismatch`
- `flow_policy_mismatch`
- `resource_capacity_conflict`
- `tool_stability_issue`
- `insufficient_evidence`
3. Score improvement proposals
- for each candidate change, score:
- `confidence` (low/medium/high)
- `impact` (low/medium/high)
- `cost` (low/medium/high)
- `risk` (low/medium/high)
4. Decide recursion
- trigger recursive `eda-loop` only when:
- confidence >= medium
- expected impact >= medium
- risk is acceptable
- evidence gap is not blocking
-