akcli-deep-reviewlisted
Install: claude install-skill tipoLi5890/akcli
# akcli-deep-review — you propose, akcli verifies
The deterministic detectors have breadth (39 rules); you have depth — you
can read datasheets, understand design intent, and spot problems no topology
pattern expresses. The contract that keeps that power honest: **every claim
you make goes through `akcli review validate` before anyone calls it a
finding.** Four gates (schema, anchor existence, datasheet evidence,
deterministic-rule masquerade); failures land in `quarantined[]` with
reasons. Accepted candidates are `llm_reviewed` **observations** — they
never block a release, never override a deterministic finding, never
auto-create a contract.
## Candidate discipline (the four gates, from your side)
1. **Anchor everything (G2).** Every candidate carries `anchors` naming real
entities: `{"kind": "component", "id": "U3"}`, `{"kind": "net", "id":
"VBUS"}`, `{"kind": "pin", "id": "U3.7"}`. Check they exist first
(`akcli component board.kicad_sch U3`, `akcli net board.kicad_sch VBUS`)
— a ghost anchor quarantines the whole candidate. An observation you
cannot anchor is not a finding; drop it or ask the user.
2. **Own namespace, own humility (G1, G4).** Codes are
`REVIEW_LLM_<TOPIC>` — never a registered deterministic code (that is
masquerade and gets quarantined). Do not set `confidence` (the gate stamps
`llm_reviewed`) and do not pre-set `status`.
3. **Datasheet claims cite the store (G3).** If a candidate leans on a
datasheet number, its `evidence.d