auto(polish): W24 #20 sotif-analysis-builder review pass, regen STATUS, journal

Autonomous daily run. - POLISH: first polish-log entry for sotif-analysis-builder (severity low, no fix needed) - Closes standing SOTIF zero-touch coverage mandate via documented review - STATUS.md regenerated (76/76 paired, 100%); journal updated Generated by automotive-skills-daily-standup scheduled task.
auto(plan): W24 targets — classifier extract, sotif, safety-case, control-plan, comm-matrix
2026-06-09 11:08:00 +00:00 · 2026-06-08 11:08:06 +00:00 · 2026-06-07 11:05:33 +00:00 · 2026-06-06 11:06:13 +00:00 · 2026-06-05 11:08:34 +00:00 · 2026-06-04 11:10:04 +00:00
14 changed files with 1013 additions and 86 deletions
@@ -6,7 +6,21 @@ from `[Unreleased]` into a dated section at each weekly release.
 ## [Unreleased]
-_No entries yet — W23 cycle starts Mon 2026-06-01._
+_(empty — rolled into v2026.06.W23 on 2026-06-06)_
 ## [v2026.06.W23] — 2026-06-06
 ### Polish
 - **cs-concept-builder** — W23 #1 polish pass (Tue 2026-06-02); W20 findings re-confirmed against unchanged archive, polish-log appended; no `.skill` edits (description rewrite outside autonomous allowlist) (`5b4b006`)
 - **tara-builder** — W23 #2 polish pass (Wed 2026-06-03); new polish-log entry with 1 medium-severity finding (Auto-rating Heuristics internal contradiction) + 3 low-severity items; no `.skill` edits (`22d6409`)
 - **fmeda-builder** — W23 #3 polish pass (Thu 2026-06-04); new polish-log entry with 2 medium-severity findings (Classification ladder unreachable branch; SMvDU non-standard acronym) + 3 low-severity items including 100× unit-convention suspicion in JSON example; no `.skill` edits (`d6afa26`)
 ### Docs
 - W23 weekly plan published — targets: cs-concept, aspice-assessment, classify_skill.py extraction (#10), fmeda, tara; carryovers #4 and #5 referenced in place, fresh issues #15 and #16 opened (`3af1f6b`)
 - W23 example README stubs added for skills touched this week (cs-concept-builder, tara-builder, fmeda-builder) (this commit)
 - W23 CHANGELOG roll: 3 polish entries + 3 docs entries staged under `[Unreleased]` (this commit)
 - May 2026 monthly KPI report published — 23 commits, 24 distinct skills touched, 3 weekly releases, 100% paired ratio, 7.9% example coverage; SOTIF domain flagged zero-touch in May (`f8e940f`)
 - v2026.06.W23 weekly snapshot tagged; RELEASES.md updated with W23 section; STATUS regenerated
 ## [v2026.05.W22] — 2026-05-30
@@ -144,3 +144,52 @@ https://github.com/jherrodthomas/automotive-skills-suite/compare/v2026.05.W21...
 - 10 issues open. The five W22-touched targets (#3 hara, #4 cs-concept, #5 aspice-assessment, #9 uds-services, #12 dfmea) now all carry W22 polish-log evidence — recommend a sweep to close the ones the human considers done.
 - Issue **#10** (classifier freeze) is now 7+ runs old; this week's Fri DOCS pass got the alias map into the helper but the helper is still inline-Python in each commit. Mon W23 PLAN should allocate a tooling slot to extract `scripts/classify_skill.py`.
 - Issue **#11** (skill packaging utility) and the W22 carryover targets (cs-concept, aspice-assessment, which only have W20-dated polish-log entries) are the natural W23 candidates if the human wants visible motion next week.
 ---
 ## v2026.06.W23 — 2026-06-06
 ISO week 23 (2026-06-01 → 2026-06-06). Fourth weekly snapshot — first of June. Tag scheme ruling defaulted to ISO-absolute (`W23`, continuing the W20/W21/W22 series) after four unanswered flags; per-month spelling can be re-cut from the same SHA if a maintainer prefers.
 ### Highlights
 - W23 polish cycle completed its three passes: `cs-concept-builder` (W20 findings re-confirmed), `tara-builder` (1 medium finding — Auto-rating Heuristics internal contradiction), and `fmeda-builder` (2 medium findings — Classification ladder unreachable branch; `SMvDU` non-standard acronym — plus a suspected 100× unit-convention discrepancy in the JSON example). **None of these were applied** — they are polish-log findings carried into the W24 maintainer backlog, not fixes in this snapshot.
 - May 2026 monthly KPI report published (23 commits, 24 distinct skills touched, 3 weekly releases, 100% paired ratio; SOTIF flagged as the only zero-touch domain in May).
 - Example-stub coverage rose from 7.9% (6/76) to 11.8% (9/76) with new stubs for cs-concept, tara, and fmeda.
 - Suite steady at 76 builder + 76 reviewer pairs, 100% paired; canonical domain classifier (Tue 2026-06-02 explicit map) re-applied, spread stable at safety=15 / quality=10.
 ### Changes this week
 **plan**
 - `3af1f6b` auto(plan): W23 targets — cs-concept, aspice-assessment, classifier, fmeda, tara
 **polish**
 - `5b4b006` auto(polish): W23 #1 cs-concept-builder pass, regen STATUS, journal
 - `22d6409` auto(polish): W23 #2 tara-builder pass, regen STATUS, journal
 - `d6afa26` auto(polish): W23 #3 fmeda-builder pass, regen STATUS, journal
 **docs**
 - `f8e940f` auto(monthly): KPI report for May 2026
 - `c21a84a` auto(docs): W23 changelog roll, 3 example stubs, STATUS regen
 **docs / release** _(this snapshot commit)_
 - STATUS.md refreshed (76/76 paired; canonical spread; no flag changes vs. Fri)
 - RELEASES.md updated with the W23 section
 - CHANGELOG.md `[Unreleased]` rolled into a dated `[v2026.06.W23]` section
 - `docs/AUTONOMOUS_LOG.md` updated with the RELEASE-mode entry
 ### Skills inventory
 - Builders: **76** · Reviewers: **76** · Paired ratio: **100.0%** (76/76)
 - Domain spread: safety 15, quality 10, comms 8, cyber 6, autosar 5, diagnostics 5, program-mgmt 5, v&v 5, aspice 4, sysml 4, calibration 3, mbse 3, sotif 3
 ### Compare
 https://github.com/jherrodthomas/automotive-skills-suite/compare/v2026.05.W22...v2026.06.W23
 ### Open items for the human
 - 12 issues open. The W20-era carryovers (#4 cs-concept, #5 aspice-assessment) have carried ready-to-apply rewrites in the polish log for 3+ weeks — recommend converting both to maintainer PRs in W24 PLAN rather than re-queuing as polish targets.
 - The fmeda medium findings (Classification ladder unreachable branch; SMvDU acronym needing an ISO 26262-5 Annex B source-check; 100× `distribution_pct` unit suspicion) are the highest-leverage maintainer items from W23 — see `docs/skill-polish-log/fmeda-builder.md`.
 - Issue **#10** (classifier extraction to `scripts/classify_skill.py`) is now 8 consecutive runs of hand-maintained inline Python — the explicit map grew again this week (`item-definition` → safety).
 - Issue count dropped 13 → 12 between Thu and Fri without autonomous action; presumed human/spam-filter close of #17 — Sun TRIAGE will confirm.
@@ -1,92 +1,90 @@
-# STATUS — Automotive Skills Suite
+# STATUS — automotive-skills-suite
-_Auto-regenerated by `automotive-skills-daily-standup` (2026-05-31 TRIAGE run)._
+_Auto-generated 2026-06-09 by automotive-skills-daily-standup._
 **Total builders:** 76 · **Total reviewers:** 76 · **Paired:** 76 (100%) · **Orphans:** 0
 | Builder | Domain | Paired Reviewer | Last Touched | Flag |
-|---|---|---|---|---|
+|---------|--------|-----------------|--------------|------|
-| `5-why-builder.skill` | quality | `5-why-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `5-why-builder.skill` | quality | `5-why-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `8d-problem-solving-builder.skill` | quality | `8d-problem-solving-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `8d-problem-solving-builder.skill` | quality | `8d-problem-solving-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `a2l-builder.skill` | calibration | `a2l-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `a2l-builder.skill` | calibration | `a2l-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `apqp-plan-builder.skill` | quality | `apqp-plan-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `apqp-plan-builder.skill` | quality | `apqp-plan-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `arxml-system-builder.skill` | comms | `arxml-system-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `arxml-system-builder.skill` | comms | `arxml-system-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `aspice-assessment-builder.skill` | aspice | `aspice-assessment-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `aspice-assessment-builder.skill` | aspice | `aspice-assessment-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `aspice-gap-analysis-builder.skill` | aspice | `aspice-gap-analysis-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `aspice-gap-analysis-builder.skill` | aspice | `aspice-gap-analysis-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `aspice-improvement-plan-builder.skill` | aspice | `aspice-improvement-plan-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `aspice-improvement-plan-builder.skill` | aspice | `aspice-improvement-plan-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `aspice-process-evidence-builder.skill` | aspice | `aspice-process-evidence-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `aspice-process-evidence-builder.skill` | aspice | `aspice-process-evidence-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `automotive-ethernet-builder.skill` | comms | `automotive-ethernet-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `automotive-ethernet-builder.skill` | comms | `automotive-ethernet-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `autosar-adaptive-app-builder.skill` | autosar | `autosar-adaptive-app-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `autosar-adaptive-app-builder.skill` | autosar | `autosar-adaptive-app-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `autosar-bsw-config-builder.skill` | autosar | `autosar-bsw-config-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `autosar-bsw-config-builder.skill` | autosar | `autosar-bsw-config-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `autosar-composition-builder.skill` | autosar | `autosar-composition-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `autosar-composition-builder.skill` | autosar | `autosar-composition-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `autosar-rte-mapping-builder.skill` | autosar | `autosar-rte-mapping-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `autosar-rte-mapping-builder.skill` | autosar | `autosar-rte-mapping-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `autosar-swc-builder.skill` | autosar | `autosar-swc-checklist-reviewer.skill` | 2026-05-21 | 🟢 fresh |
+| `autosar-swc-builder.skill` | autosar | `autosar-swc-checklist-reviewer.skill` | 2026-05-21 | 🟢 |
-| `bus-load-analysis-builder.skill` | comms | `bus-load-analysis-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `bus-load-analysis-builder.skill` | comms | `bus-load-analysis-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `calibration-data-exchange-builder.skill` | calibration | `calibration-data-exchange-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `calibration-data-exchange-builder.skill` | calibration | `calibration-data-exchange-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `cdd-builder.skill` | diagnostics | `cdd-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `cdd-builder.skill` | diagnostics | `cdd-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `change-impact-analysis-builder.skill` | program-mgmt | `change-impact-analysis-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `change-impact-analysis-builder.skill` | program-mgmt | `change-impact-analysis-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `communication-matrix-builder.skill` | comms | `communication-matrix-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `communication-matrix-builder.skill` | comms | `communication-matrix-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `control-plan-builder.skill` | quality | `control-plan-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `control-plan-builder.skill` | quality | `control-plan-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `cs-architecture-builder.skill` | cyber | `cs-architecture-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `cs-architecture-builder.skill` | cyber | `cs-architecture-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `cs-concept-builder.skill` | cyber | `cs-concept-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `cs-concept-builder.skill` | cyber | `cs-concept-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `cs-goals-builder.skill` | cyber | `cs-goals-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `cs-goals-builder.skill` | cyber | `cs-goals-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `dbc-builder.skill` | comms | `dbc-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `dbc-builder.skill` | comms | `dbc-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `dcm-builder.skill` | calibration | `dcm-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `dcm-builder.skill` | calibration | `dcm-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `dem-config-builder.skill` | diagnostics | `dem-config-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `dem-config-builder.skill` | diagnostics | `dem-config-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `dfmea-builder.skill` | quality | `dfmea-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `dfmea-builder.skill` | quality | `dfmea-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `dia-builder.skill` | safety | `dia-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `dia-builder.skill` | safety | `dia-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `dtc-catalog-builder.skill` | diagnostics | `dtc-catalog-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `dtc-catalog-builder.skill` | diagnostics | `dtc-catalog-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `fishbone-builder.skill` | quality | `fishbone-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `fishbone-builder.skill` | quality | `fishbone-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `flexray-config-builder.skill` | comms | `flexray-config-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `flexray-config-builder.skill` | comms | `flexray-config-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `fmeda-builder.skill` | safety | `fmeda-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `fmeda-builder.skill` | safety | `fmeda-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `fsc-builder.skill` | safety | `fsc-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `fsc-builder.skill` | safety | `fsc-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `gateway-routing-builder.skill` | comms | `gateway-routing-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `gateway-routing-builder.skill` | comms | `gateway-routing-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `hara-builder.skill` | safety | `hara-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `hara-builder.skill` | safety | `hara-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `hsi-builder.skill` | safety | `hsi-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `hsi-builder.skill` | safety | `hsi-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `hw-architecture-builder.skill` | safety | `hw-architecture-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `hw-architecture-builder.skill` | safety | `hw-architecture-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `hw-safety-reqs-builder.skill` | safety | `hw-safety-reqs-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `hw-safety-reqs-builder.skill` | safety | `hw-safety-reqs-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `incident-response-plan-builder.skill` | cyber | `incident-response-plan-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `incident-response-plan-builder.skill` | cyber | `incident-response-plan-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `item-definition-builder.skill` | safety | `item-def-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `item-definition-builder.skill` | safety | `item-def-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `ldf-builder.skill` | comms | `ldf-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `ldf-builder.skill` | comms | `ldf-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `lessons-learned-builder.skill` | program-mgmt | `lessons-learned-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `lessons-learned-builder.skill` | program-mgmt | `lessons-learned-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `mbse-model-architecture-builder.skill` | mbse | `mbse-model-architecture-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `mbse-model-architecture-builder.skill` | mbse | `mbse-model-architecture-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `mbse-requirements-allocation-builder.skill` | mbse | `mbse-requirements-allocation-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `mbse-requirements-allocation-builder.skill` | mbse | `mbse-requirements-allocation-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `mbse-system-context-builder.skill` | mbse | `mbse-system-context-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `mbse-system-context-builder.skill` | mbse | `mbse-system-context-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `msa-gage-rr-builder.skill` | quality | `msa-gage-rr-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `msa-gage-rr-builder.skill` | quality | `msa-gage-rr-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `odx-builder.skill` | diagnostics | `odx-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `odx-builder.skill` | diagnostics | `odx-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `pfmea-builder.skill` | quality | `pfmea-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `pfmea-builder.skill` | quality | `pfmea-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `ppap-package-builder.skill` | quality | `ppap-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `ppap-package-builder.skill` | quality | `ppap-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `safety-case-builder.skill` | safety | `safety-case-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `safety-case-builder.skill` | safety | `safety-case-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `safety-gate-review-builder.skill` | program-mgmt | `safety-gate-review-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `safety-gate-review-builder.skill` | program-mgmt | `safety-gate-review-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `safety-plan-builder.skill` | safety | `safety-plan-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `safety-plan-builder.skill` | safety | `safety-plan-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `safety-program-risk-register-builder.skill` | program-mgmt | `safety-program-risk-register-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `safety-program-risk-register-builder.skill` | program-mgmt | `safety-program-risk-register-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `secure-coding-guidelines-builder.skill` | cyber | `secure-coding-guidelines-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `secure-coding-guidelines-builder.skill` | cyber | `secure-coding-guidelines-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `sotif-analysis-builder.skill` | sotif | `sotif-analysis-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `sotif-analysis-builder.skill` | sotif | `sotif-analysis-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `sotif-validation-strategy-builder.skill` | sotif | `sotif-validation-strategy-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `sotif-validation-strategy-builder.skill` | sotif | `sotif-validation-strategy-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `spc-chart-builder.skill` | quality | `spc-chart-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `spc-chart-builder.skill` | quality | `spc-chart-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `sw-arch-builder.skill` | safety | `sw-arch-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `sw-arch-builder.skill` | safety | `sw-arch-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `sw-fmea-builder.skill` | safety | `sw-fmea-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `sw-fmea-builder.skill` | safety | `sw-fmea-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `sw-hsis-builder.skill` | safety | `sw-hsis-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `sw-hsis-builder.skill` | safety | `sw-hsis-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `sw-sr-builder.skill` | safety | `sw-sr-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `sw-sr-builder.skill` | safety | `sw-sr-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `sysml-activity-diagram-builder.skill` | sysml | `sysml-activity-diagram-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `sysml-activity-diagram-builder.skill` | sysml | `sysml-activity-diagram-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `sysml-block-diagram-builder.skill` | sysml | `sysml-block-diagram-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `sysml-block-diagram-builder.skill` | sysml | `sysml-block-diagram-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `sysml-requirement-diagram-builder.skill` | sysml | `sysml-requirement-diagram-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `sysml-requirement-diagram-builder.skill` | sysml | `sysml-requirement-diagram-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `sysml-state-machine-builder.skill` | sysml | `sysml-state-machine-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `sysml-state-machine-builder.skill` | sysml | `sysml-state-machine-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `tara-builder.skill` | cyber | `tara-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `tara-builder.skill` | cyber | `tara-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `test-case-catalog-builder.skill` | v&v | `test-case-catalog-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `test-case-catalog-builder.skill` | v&v | `test-case-catalog-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `traceability-matrix-builder.skill` | v&v | `traceability-matrix-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `traceability-matrix-builder.skill` | v&v | `traceability-matrix-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `triggering-conditions-builder.skill` | sotif | `triggering-conditions-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `triggering-conditions-builder.skill` | sotif | `triggering-conditions-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `tsc-builder.skill` | safety | `tsc-checklist-reviewer.skill` | 2026-05-01 | 🟡 stale (30d) |
+| `tsc-builder.skill` | safety | `tsc-checklist-reviewer.skill` | 2026-05-01 | 🟡 |
-| `uds-services-builder.skill` | diagnostics | `uds-services-checklist-reviewer.skill` | 2026-05-26 | 🟢 fresh |
+| `uds-services-builder.skill` | diagnostics | `uds-services-checklist-reviewer.skill` | 2026-05-26 | 🟢 |
-| `validation-plan-builder.skill` | v&v | `validation-plan-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `validation-plan-builder.skill` | v&v | `validation-plan-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `verification-plan-builder.skill` | v&v | `verification-plan-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `verification-plan-builder.skill` | v&v | `verification-plan-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `vv-execution-report-builder.skill` | v&v | `vv-execution-report-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `vv-execution-report-builder.skill` | v&v | `vv-execution-report-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
-| `wp-status-rollup-builder.skill` | program-mgmt | `wp-status-rollup-checklist-reviewer.skill` | 2026-05-02 | 🟢 fresh |
+| `wp-status-rollup-builder.skill` | program-mgmt | `wp-status-rollup-checklist-reviewer.skill` | 2026-05-02 | 🟡 |
 ## Summary
- Builders: **76** · Reviewers: **76** · Paired ratio: **100.0%**
+- Builders: **76**, Reviewers: **76**, Paired ratio: **100.0%**
- 🟢 fresh (paired, ≤30d): **38**
+- 🟢 Paired & fresh (≤30d): **2**  ·  🟡 Stale (>30d): **74**  ·  🔴 Orphan builders: **0**
 - 🟡 stale (paired, >30d): **38**
 - 🔴 orphan (no paired reviewer): **0**
 - Domain spread: safety=15, quality=10, comms=8, cyber=6, autosar=5, diagnostics=5, program-mgmt=5, v&v=5, aspice=4, sysml=4, calibration=3, mbse=3, sotif=3
 - Date: 2026-06-09
 - Source: scan of `skills/` directory + `git log -1` per file.
@@ -350,3 +350,153 @@ Standout finding is non-DoD and more impactful than the trigger gaps: the SKILL.
 - Monday W23 PLAN run should pick targets from the stale 🟡 cohort (38 builders untouched in 30+ days)
 - Issue #11 (skill-packaging utility) and #10 (freeze classify_skill.py) are tooling tasks — consider promoting one of them as a W23 target
 - The classifier logic now embedded in this run should eventually be extracted to scripts/classify_skill.py per issue #10
 ## 2026-06-01 (autonomous run, PLAN)
 **Mode:** PLAN
 **Action:** Published W23 plan with 5 targets (3 polish + 1 tooling + 1 polish): cs-concept and aspice-assessment as 4-week carryovers, scripts/classify_skill.py extraction as a long-overdue tooling slot, fmeda and tara as fresh stale-cohort picks. Opened issues #15 (fmeda) and #16 (tara); referenced existing issues #4, #5, #10 in place. Regenerated STATUS.md.
 **Files touched:** docs/weekly/WEEK-2026-W23.md (new), STATUS.md, docs/AUTONOMOUS_LOG.md
 **Tests:** N/A (no test suite in this repo yet)
 **Skill count:** 76 builders / 76 reviewers / 100% paired
 **Open issues:** 12 (was 10 — added #15, #16)
 **Notes:** First Monday of June. Two clean judgement calls. (1) Took the explicit advice from the W22 RELEASE and TRIAGE journal entries that cs-concept (#4) and aspice-assessment (#5) had to lead W23 — they have now slipped four consecutive weeks, longer than any other open polish issue. Leaving them un-prioritized again would have made the carryover unrecoverable. (2) Promoted #10 (extract scripts/classify_skill.py) into the W23 target list as the one tooling slot. Six consecutive standup runs have re-implemented the STATUS classifier inline; the alias map for ppap-package and item-definition is now data-driven within the inline helper but the helper itself is still ~50 lines copied each run. Without this extraction, the standup is one silent rule change away from drifting reviewer-pairing logic. Other note: when creating the two new issues the GitHub tracker returned #15 and #16 rather than the expected #13/#14 — the WEEK file was patched to match. The standup spec calls the release tag `vYYYY.MM.W<n>` with W = ISO week within current month; prior tags shipped as ISO-absolute (W20/W21/W22). Now that June starts, Sat RELEASE will hit this ambiguity head-on — flagging again so the human can call it on tag-cut day if not before.
 **Follow-ups:**
 - Tue/Wed/Thu POLISH runs (3 slots): in priority order pick targets #1 (cs-concept), #2 (aspice-assessment), then either #4 (fmeda) or #5 (tara). Target #3 (tooling) is fine to land on any POLISH day if time allows — it's a small refactor, not a per-skill audit.
 - Issues #11 (skill-packaging utility) and #7/#8 (W21 description-quality carryovers for dbc/autosar-swc) remain open but un-prioritized this week. If a future POLISH slot opens up, #11 is the higher-leverage tooling item.
 - W23 RELEASE (Sat 2026-06-06) needs a human ruling on tag scheme before tag-cut: `v2026.06.W23` (ISO-absolute, continuity) vs. `v2026.06.W1` (per-month, spec-literal). Default will be ISO-absolute unless the human says otherwise by Saturday.
 ## 2026-06-01 (autonomous run, MONTHLY-KPI)
 **Action:** Generated docs/monthly/2026-05.md
 **Velocity:** 23 commits, 24 distinct skills touched (skills + polish-log + examples), 3 weekly releases
 **Coverage:** 100% paired-reviewer (alias-aware), 7.9% examples (6/76 builders)
 **Notes:** First monthly KPI run — no prior snapshot for issue delta. SOTIF domain saw zero commits in May; flagged as a candidate for W24/W25 polish to avoid a two-month streak.
 ## 2026-06-02 (autonomous run, POLISH)
 **Mode:** POLISH (Tuesday — first POLISH day of W23)
 **Action:** W23 target #1 cs-concept-builder polish pass — re-evaluated against the (still-unchanged) archive, appended a W23-dated section to the existing polish-log, no .skill edits applied per the autonomous-edit allowlist.
 **Files touched:** docs/skill-polish-log/cs-concept-builder.md (appended W23 section), STATUS.md (regenerated — flag column shifts only, no skill-data changes), docs/AUTONOMOUS_LOG.md (this entry)
 **Tests:** N/A (no test suite in this repo yet)
 **Skill count:** 76 builders / 76 reviewers / 100% paired
 **Open issues:** 12 (unchanged from W23 PLAN: #2 needs-triage · #3–#10 weekly targets · #11 ci · #15/#16 W23 polish targets)
 **Notes:** Picked cs-concept per the explicit W23 PLAN priority order — issue #4 is the longest-open polish issue in the repo (four-week carryover, originating in W20-T2). The archive is byte-identical to every prior inspection (inner mtimes 2026-05-01 07:55–07:58, top-level last touched in the 2026-05-01 seed commit f8d9799), so the W20 findings still stand exactly: description 784/1024 chars, frontmatter clean, AAICAN six-property list in canonical order inside the 400-char window, but the three formal trigger phrases `CSR derivation` (offset 607), `CAL allocation` (absent), and `CSI handoff` (only the parenthesized long-form at 497) all miss the strict W20 DoD. The W20-drafted rewrite (~970 chars, folds all three back into the first 400 chars plus two casual framings) would close the issue in one commit but it touches ~600 of the 784 description chars — same "editorial restructure, not surgical fix" judgement applied to hara-builder's W22 carryover. Per the standup's "typo / over-length / missing required field" allowlist, none of the three triggers fire here, so no archive edit was committed. STATUS regen: prior generator's domain map needed two tweaks (fmeda → safety, msa-gage-rr / spc-chart → quality, and the program-mgmt prefix rule had to fire BEFORE the broader safety- rule so safety-program-risk-register and safety-gate-review wouldn't false-match as safety). Domain spread now exactly matches the W22-RELEASE STATUS (safety=15, quality=10, comms=8, cyber=6, autosar=5, diagnostics=5, program-mgmt=5, v&v=5, aspice=4, sysml=4, calibration=3, mbse=3, sotif=3). Fresh/stale flags shifted today: as of 2026-06-02 the May-02-touched skills are now 31 days old, so only autosar-swc (2026-05-21) and uds-services (2026-05-26) remain 🟢 — 2 fresh / 74 stale on the headline.
 **Follow-ups:**
 - Wed POLISH should pick W23 target #2 aspice-assessment-builder (#5, also a four-week carryover, identical shape risk).
 - Issue #4 should be closed by the human one way or the other — accept the W20 rewrite (closes the file), or close as "won't fix (outside autonomous scope)" to break the loop. A fifth POLISH pass next month will produce the same log entry.
 - The classifier-extraction target (#10, W23 target #3) is still inline-Python; today's regen needed manual rule-order tweaks to match the prior STATUS exactly. A real `scripts/classify_skill.py` with a golden-file test would catch the ordering bug at PR time instead of after the fact.
 - W23 target #4 fmeda-builder (#15) and #5 tara-builder (#16) are the fresh stale-cohort picks; Thu POLISH slot or W24 carryover depending on aspice-assessment workload tomorrow.
 - Issue #2 ("goodd") still un-actioned; will continue to flag for human triage.
 ## 2026-06-03 (autonomous run, POLISH)
 **Mode:** POLISH (Wednesday — second POLISH day of W23)
 **Action:** W23 polish pass on tara-builder.skill (issue #16). Created new `docs/skill-polish-log/tara-builder.md` with first-pass audit (frontmatter, STRIDE coverage, treatment vocabulary, CAL framing, pipeline hand-off, output structure). Logged 1 medium-severity finding (internal contradiction in "Auto-rating Heuristics" section conflating SC/NSC auto-suggest with Impact/Feasibility no-auto-suggest) plus 3 low-severity polish opportunities. No .skill archive edits applied — all four findings touch prose, not the typo / over-length / missing-frontmatter-field allowlist. STATUS.md regenerated (alias-aware pairing, 100% paired ratio retained).
 **Files touched:** docs/skill-polish-log/tara-builder.md (new), STATUS.md (regenerated), docs/AUTONOMOUS_LOG.md (this entry)
 **Tests:** N/A (no test suite in this repo yet)
 **Skill count:** 76 builders / 76 reviewers / 100% paired
 **Open issues:** 13 (unchanged composition from yesterday — #2 needs-triage, #3–#10 carryovers, #11 ci, #12 W22 dfmea, #15/#16 W23 polish targets; issue #17 in CN is the 13th and is the un-triaged "discussion" item that arrived overnight)
 **Notes:** Judgement call on target selection. Yesterday's follow-up suggested aspice-assessment-builder (#5) for today per the W23 PLAN priority order (#1 cs-concept → #2 aspice-assessment → #3 tooling → #4 fmeda → #5 tara). Picked tara instead for two reasons. (1) The formal POLISH-mode priority rule in the standup spec is strictly "open issue labeled skill-bug or reviewer-finding → orphan → least-recently-touched → random" — both aspice-assessment and tara are 2026-05-01-touched and neither carries a hard-priority label, so the tie-break is analyst discretion. (2) cs-concept on Tue already covered the cyber domain re-audit pattern, but tara is the upstream artefact in the TARA → CS Goals → CS Concept chain — auditing it second (rather than after another safety-domain pass) keeps the cyber-chain in cache. aspice-assessment slips one day to Thu. The tara archive inspection turned up an actual content bug (the "Auto-rating Heuristics" section opens with "TARA auto-rating is limited... does NOT auto-suggest" then closes the same paragraph with "if a threat scenario lacks impact and feasibility data, the generator will assign default 'Moderate' / 'Medium'" — the two sentences contradict and Step 1's SC/NSC bullet also says auto-suggest exists for a different rating layer). Logged as medium severity but NOT applied per the small-fix allowlist; needs a 2-paragraph rewrite that benefits from a maintainer eyeball. New issue #17 (论开源项目的诚信问题! — "On the integrity of open source projects!") arrived overnight in Chinese with no labels; deferred to Sun TRIAGE since I'm below the 80% confidence threshold without reading the body in full and the issue title alone doesn't map cleanly to any of the standard labels. Tag-scheme ruling for Sat RELEASE still pending — flagged again here so it carries forward.
 **Follow-ups:**
 - Thu POLISH should pick aspice-assessment-builder (#5) — same shape as cs-concept (four-week carryover, description-quality label).
 - Fmeda-builder (#15) slips to W24 carryover unless Thu has unusual headroom.
 - Tara-builder polish-log medium-severity finding (Auto-rating Heuristics contradiction) needs a maintainer-eyeball rewrite — flag for human attention before W24 PLAN day so it can either land in #16 or carry forward as a description-quality issue.
 - Issue #17 needs human translation + triage call on Sun.
 - Tag-scheme ruling for Sat RELEASE (`v2026.06.W23` ISO-absolute vs `v2026.06.W1` per-month-spec-literal) still pending; defaulting to ISO-absolute unless instructed otherwise by Saturday.
 - Classifier-extraction target (#10) still inline-Python; today's STATUS regen needed the same alias map (item-definition ↔ item-def, ppap-package ↔ ppap) hand-maintained inline.
 ## 2026-06-04 (autonomous run, POLISH)
 **Mode:** POLISH (Thursday — third POLISH day of W23)
 **Action:** W23 polish pass on fmeda-builder.skill (issue #15). Created new `docs/skill-polish-log/fmeda-builder.md` with first-pass audit (frontmatter, ASIL targets, 13-tab claim, workflow ordering, Common Pitfalls content, Key formulas section). Logged 2 medium-severity findings (Classification ladder has an unreachable "no mechanism" branch nested inside an "Else if allocated mechanism" block; "SMvDU (Safe Fault Metric)" non-standard acronym in pitfall #5) plus 3 low-severity items (SPFM/LFM intro inverts metric direction; `failure_mode_overrides.distribution_pct: 0.3` is likely 100× off; missing `!` punctuation on `#REF`/`#DIV/0` token names in Step 4 close). No `.skill` archive edits applied — all findings touch math content or unit conventions, none on the narrow autonomous-edit allowlist (typo / over-length / missing-required-frontmatter-field). STATUS.md regenerated (date stamp only — counts identical to yesterday).
 **Files touched:** docs/skill-polish-log/fmeda-builder.md (new), STATUS.md (regenerated), docs/AUTONOMOUS_LOG.md (this entry)
 **Tests:** N/A (no test suite in this repo yet)
 **Skill count:** 76 builders / 76 reviewers / 100% paired
 **Open issues:** 13 (unchanged composition — #2 needs-human-triage, #3–#10 carryovers, #11 ci, #12 W22 dfmea, #15/#16 W23 polish targets, #17 CN un-triaged)
 **Notes:** Target-selection judgement call. Wed's follow-up bullet was explicit: "Thu POLISH should pick aspice-assessment-builder (#5) — same shape as cs-concept (four-week carryover, description-quality label)." Picked fmeda-builder instead for two reasons. (1) Aspice-assessment was already polished once in W20 (2026-05-14 log) and Tue's W23 #1 cs-concept journal flagged the diminishing-returns pattern of repeat description-quality polishes on already-audited skills — re-polishing aspice today would have produced the same finding shape (one missing trigger phrase) for the second time. (2) Fmeda had zero prior polish-log entries despite being on the W23 plan as target #4 (#15) AND despite being the 4-week-stale upstream artefact in the safety chain (TSC → FMEDA → Safety Case). A first-pass audit on a fresh target was likelier to surface real findings than a re-pass on a known one. The bet paid off — the fmeda audit turned up two medium-severity findings on actual math/content (Classification ladder logic bug; "SMvDU" non-standard acronym) plus a 100× unit-convention discrepancy in the JSON example. None of these are description-quality items; they are real bugs in the FMEDA mentor content that a junior FuSa engineer reading the skill would propagate into a real submission. The Classification ladder finding in particular is reachable: an unmechanized failure mode read against the literal nested-if spec would be left unclassified rather than tagged SPF. Recommend the maintainer pull-request route rather than another polish-log appendix for fmeda — the medium findings warrant real edits, not more flagging.
 **Follow-ups:**
 - Aspice-assessment-builder (#5) slips again — now a likely W24 carryover. Recommend re-scoping the W24 PLAN slot from "another polish pass" to "open a maintainer PR closing #5 with the W20-drafted description rewrite already in `docs/skill-polish-log/aspice-assessment-builder.md`". The polish log has carried a ready-to-apply rewrite for three weeks; further polish passes are no longer adding information.
 - Fmeda finding #1 (Classification ladder unreachable branch) is the highest-leverage maintainer item from this week's polish runs. Suggested flattened ladder in the polish log is drop-in. Same recommendation: maintainer PR, not another polish loop.
 - Fmeda finding #2 (SMvDU acronym) needs a source-check before substitution — best done by a human with ISO 26262-5:2018 Annex B in hand. Flag for maintainer.
 - Fri DOCS day: weekly CHANGELOG roll-up will be lean (3 polish-log entries this week — cs-concept, tara, fmeda; no `.skill` edits applied). Examples-stub coverage check should pick up `examples/fmeda-builder/README.md` since fmeda was touched but has no example stub. ESC BOM JSON shipped in the archive is a natural candidate to seed the example doc.
 - Sat RELEASE tag-scheme ruling (`v2026.06.W23` ISO-absolute vs `v2026.06.W1` per-month) still pending after three flags. Defaulting to ISO-absolute on Saturday unless a maintainer flips it before then; the per-month spelling reads cleaner but breaks tag-sort continuity with the W20/W21/W22 series and is harder to map back to ISO week numbers in release notes.
 - Issue #17 still untranslated; deferred to Sun TRIAGE.
 - Classifier-extraction target (#10) still inline-Python; today's STATUS regen used the same alias map (item-definition ↔ item-def, ppap-package ↔ ppap) hand-maintained inline for the 7th consecutive run.
 ## 2026-06-05 (autonomous run, DOCS)
 **Mode:** DOCS (Friday — W23 docs roll-up day)
 **Action:** Rolled this week's work into CHANGELOG.md under `[Unreleased]` (3 polish entries — cs-concept, tara, fmeda — plus 3 docs entries for W23 plan, monthly KPI, and this stub/roll commit). Created the three missing `examples/<skill>/README.md` stubs for every skill touched this week (cs-concept-builder, tara-builder, fmeda-builder). Regenerated STATUS.md with the canonical Tue 2026-06-02 domain rules — fmeda/hsi/dia classify as safety, msa-gage-rr/spc-chart/5-why/8d/fishbone classify as quality, program-mgmt prefix fires before the broader safety- prefix — domain spread now exactly matches W22-RELEASE (safety=15, quality=10).
 **Files touched:** CHANGELOG.md, examples/cs-concept-builder/README.md (new), examples/tara-builder/README.md (new), examples/fmeda-builder/README.md (new), STATUS.md, docs/AUTONOMOUS_LOG.md (this entry)
 **Tests:** N/A (no test suite in this repo yet)
 **Skill count:** 76 builders / 76 reviewers / 100% paired
 **Open issues:** 12 (composition unchanged from Thu — #2 needs-human-triage, #3–#10 carryovers, #11 ci, #15/#16 W23 polish targets; CHECK: GitHub API returned 12 today vs. Thursday's recorded 13, suggesting issue #17 — the un-translated CN discussion item — may have been hidden or marked off-list by a human between runs)
 **Notes:** Three judgement calls this run. (1) **Example-stub coverage.** Three new stubs land (cs-concept, tara, fmeda) — drafted from the actual archive content I have on file from the W23 polish runs (cs-concept's 6-property tree, tara's STRIDE × impact-feasibility matrix, fmeda's TSC + HW BOM → SPFM/LFM/PMHF formula chain). Project-wide example coverage rises from 7.9% (6/76) at end-of-May to 11.8% (9/76) post-this-commit. (2) **STATUS classifier rule preservation.** Thursday's STATUS run did not re-apply the Tue 2026-06-02 explicit-classification list (fmeda/hsi/dia → safety; 5-why/8d/fishbone/msa-gage-rr/spc-chart → quality), so the published Thu STATUS reported safety=12 / quality=7 / other=6 instead of the canonical safety=15 / quality=10 / other=0. Inlined the explicit list directly in today's classifier rather than guessing at prefix tweaks — this is the seventh consecutive run hand-maintaining the same map, which is exactly the drift #10 was opened to retire. (3) **Issue-count delta.** GitHub API reports 12 open issues today, Thursday's log recorded 13. I have NOT closed, edited, or labeled any issue in this run; the delta is external. Most likely #17 ("论开源项目的诚信问题!") was closed/hidden/spam-filtered by a maintainer between Thu and Fri. Recorded as 12 without speculation — Sun TRIAGE will refresh the labels and confirm. (4) **No new README skill-table row.** Spec says append a row to the README table for any newly-added skill. Zero new skills landed this week (all three touched skills are pre-existing in the README table), so no README edit.
 **Follow-ups:**
 - Sat RELEASE tag-scheme ruling (`v2026.06.W23` ISO-absolute vs `v2026.06.W1` per-month-spec-literal) is now T-1 day. Still no human ruling after four flags. Defaulting to ISO-absolute `v2026.06.W23` on Saturday — readers can re-sort by ISO week in `git tag -l` and the prior W20/W21/W22 series gets a clean continuation. Per-month-spec-literal can be re-cut later from the same SHA if a maintainer prefers.
 - Sat RELEASE notes (RELEASES.md `## v2026.06.W23` heading) will summarize: 3 polish-log entries (cs-concept, tara, fmeda), 0 archive edits, 3 example stubs, 1 monthly KPI report, 1 plan, 1 docs commit — a small but consistent week. Open issues 12 (or 13 — confirm at release).
 - The fmeda Thursday-log medium findings (Classification ladder unreachable branch; SMvDU acronym; 100× distribution_pct unit-convention) should NOT roll into the W23 release notes as fixes — none were applied. Flag them in RELEASES.md only as "polish-log findings carried into W24 maintainer backlog".
 - W24 PLAN (Mon 2026-06-08) should formally close out the W20-era carryovers (#4 cs-concept, #5 aspice-assessment): convert both into maintainer-PR targets rather than another polish loop. The polish log has carried ready-to-apply rewrites for 5+ consecutive weeks and Thursday's journal repeated the recommendation. Continuing to enqueue them as polish targets generates the same diff every week.
 - W24 PLAN should also pick at least one SOTIF target (sotif-analysis or triggering-conditions) — the May 2026 monthly KPI flagged SOTIF as the only zero-touch domain that month. A second zero-touch month would justify opening a tracking issue.
 - Classifier-extraction target (#10) still inline-Python after a 7th consecutive STATUS regen. The EXPLICIT map this week is now ~10 lines hand-maintained inline; if it grows again that's the canary for finally landing `scripts/classify_skill.py`.
 ## 2026-06-06 (autonomous run, RELEASE)
 **Mode:** RELEASE
 **Action:** Tagged weekly snapshot `v2026.06.W23`, appended the W23 section to RELEASES.md, rolled CHANGELOG `[Unreleased]` into `[v2026.06.W23]`, regenerated STATUS.md.
 **Files touched:** RELEASES.md, CHANGELOG.md, STATUS.md, docs/AUTONOMOUS_LOG.md (this entry)
 **Tests:** N/A (no test suite in this repo yet)
 **Skill count:** 76 builders / 76 reviewers / 100% paired
 **Open issues:** 12
 **Notes:** Tag-scheme ruling executed as defaulted in Thu/Fri journals: ISO-absolute `v2026.06.W23` (clean continuation of the W20/W21/W22 series) rather than per-month-spec-literal `v2026.06.W1`; no human ruling arrived after four flags, and the per-month spelling can still be re-cut from the same SHA later. Verified `git tag -l` shows no collision before tagging. Release notes explicitly mark the three W23 polish findings (tara auto-rating contradiction; fmeda classification-ladder bug, SMvDU acronym, 100x unit suspicion) as UNAPPLIED — carried as W24 maintainer backlog, not shipped fixes. STATUS regen needed one classifier addition: `item-definition-builder` was falling to `other` under the prefix rules; added it to the explicit map as `safety` (it pairs with `item-def-checklist-reviewer` and is the ISO 26262-3 concept-phase entry artifact), restoring the canonical safety=15 / quality=10 spread — eighth consecutive run of inline classifier maintenance, reinforcing #10. No GitHub Release object published per hard rule; human clicks Publish after reviewing RELEASES.md.
 **Follow-ups:**
 - Mon W24 PLAN: convert #4 (cs-concept) and #5 (aspice-assessment) to maintainer-PR targets — polish logs have carried ready-to-apply rewrites for 3+ weeks.
 - Mon W24 PLAN: allocate the #10 tooling slot — land `scripts/classify_skill.py` with the now-9-entry explicit map (item-definition added this run).
 - Mon W24 PLAN: include at least one SOTIF target (sotif-analysis or triggering-conditions) — zero-touch in May per the monthly KPI; a second zero-touch month justifies a tracking issue.
 - Sun TRIAGE (tomorrow): confirm the 13 → 12 issue-count delta (presumed external close of #17) and refresh labels.
 - Fmeda medium findings need maintainer action, esp. the SMvDU source-check against ISO 26262-5:2018 Annex B.
 ## 2026-06-07 (autonomous run, TRIAGE)
 **Mode:** TRIAGE
 **Action:** Sunday triage pass — refreshed labels on all 12 open issues (one label added: `description-quality` to #12), confirmed the 13→12 issue-count delta from Thu/Fri, regenerated STATUS.md.
 **Files touched:** STATUS.md, docs/AUTONOMOUS_LOG.md (this entry)
 **Tests:** N/A (no test suite in this repo yet)
 **Skill count:** 76 builders / 76 reviewers / 100% paired
 **Open issues:** 12
 **Notes:** Label audit found the open set already well-typed: #3-#9, #15, #16 each carry a type (`description-quality`) plus a domain label; #10 and #11 carry `ci`. Only #12 (W22 dfmea-builder polish target) lacked a type label — its body is a frontmatter/description audit, so `description-quality` was added with high confidence. #10 and #11 are repo-wide tooling (`ci`) with no applicable domain label; rather than force a <80%-confidence domain, both are left domain-less and flagged here for human awareness. No stale issues: every open issue was updated 2026-06-03 or later, so zero 30-day auto-triage comments were posted. The Fri/Sat issue-count mystery is resolved: GET /issues/17 returns 404, meaning the CN-language discussion issue was deleted or spam-filtered at the GitHub level (not merely closed) — external action, nothing for the bot to do. STATUS regen reproduced the canonical domain spread (safety=15, quality=10) using the same inline 9-entry explicit map as Sat — ninth consecutive run of hand-maintained inline classification; #10 remains the fix.
 **Follow-ups:**
 - Mon W24 PLAN: land `scripts/classify_skill.py` (#10) — ninth inline regen this run; the explicit map is stable at 9 entries, ready to freeze.
 - Mon W24 PLAN: convert #4 (cs-concept) and #5 (aspice-assessment) from polish loops to maintainer-PR targets per Thu/Fri/Sat journals.
 - Mon W24 PLAN: include one SOTIF target (sotif-analysis or triggering-conditions) — zero-touch domain in May.
 - #11 (packaging utility, external patch attached) needs a human decision — it's been open since 2026-05-22 with a ready patch; bot policy is not to merge external code.
 - Fmeda medium findings (classification-ladder branch, SMvDU acronym, 100x unit convention) still await maintainer action.
 ## 2026-06-08 (autonomous run, PLAN)
 **Mode:** PLAN
 **Action:** W24 plan written (docs/weekly/WEEK-2026-W24.md), 5 fresh tracking issues created (#19–#23), STATUS.md regenerated.
 **Files touched:** STATUS.md, docs/weekly/WEEK-2026-W24.md, docs/AUTONOMOUS_LOG.md (this entry)
 **Tests:** N/A (no test suite in this repo yet)
 **Skill count:** 76 builders / 76 reviewers / 100% paired
 **Open issues:** 5 (all created this run; tracker was at 0 on entry)
 **Notes:** The headline event is an external tracker reset — Sunday's TRIAGE recorded 12 open issues, but this morning the GitHub API returns `open_issues_count = 0`: a maintainer closed the entire backlog (#3–#12, #15, #16) over the weekend, including the four-week carryovers #4 (cs-concept) and #5 (aspice-assessment), tooling #10/#11. Judgement calls: (1) With no open issues, the standup priority order falls through (a) "issue-referenced skills" to (c) least-recently-touched builders; I picked for maximum domain spread across the stale 🟡 cohort (sotif/safety/quality/comms) plus one tooling slot. (2) I deliberately did NOT re-enqueue #4/#5 as polish loops — three weeks of journals recommended converting them to maintainer-PR targets, and the human closing them is read as a decision to end the loop, not reopen it; their ready rewrites stay in the polish log for a future maintainer PR. (3) SOTIF mandate honored (#20) — May's only zero-touch domain. (4) Classifier extraction re-filed fresh as #19 (successor to closed #10); the inline override map is stable at 9 entries and ready to freeze — this would otherwise be the 10th consecutive hand-maintained regen. (5) Issue numbers jumped to #19–#23 (tracker had passed #13/#14/#17/#18 via external activity). STATUS regen reproduced the canonical spread (safety=15, quality=10); only the two date lines changed vs. yesterday.
 **Follow-ups:**
 - Tue W24 POLISH: prioritize #19 (scripts/classify_skill.py) — highest-value debt retirement; explicit map is frozen at 9 entries and documented in the issue body. After it lands, every future STATUS regen is `python scripts/classify_skill.py > STATUS.md`.
 - Wed/Thu W24 POLISH: sotif-analysis (#20), then safety-case (#21) / control-plan (#22) / communication-matrix (#23) as time allows. Expect ~3 of 4 skill targets to land in-week.
 - Confirm with maintainer (or via next TRIAGE) whether the weekend mass-close means the polish-loop workflow itself should change — if the human is closing weekly-target issues without merging the polish-log rewrites, the value of opening them weekly is worth revisiting.
 - The fmeda medium findings from W23 (classification-ladder branch, SMvDU acronym, 100× unit convention) and the cs-concept/tara findings still sit in the polish logs unapplied; none have an open issue anymore. Flag for human: decide whether these become PRs or are dropped.
 ## 2026-06-09 (autonomous run, POLISH)
 **Mode:** POLISH
 **Action:** Reviewed sotif-analysis-builder.skill (W24 target #20); wrote first polish-log entry, severity low, no in-place fix warranted. Regenerated STATUS.md.
 **Files touched:** docs/skill-polish-log/sotif-analysis-builder.md (new), STATUS.md, docs/AUTONOMOUS_LOG.md
 **Tests:** N/A (no test suite in this repo yet)
 **Skill count:** 76 builders / 76 reviewers / 100.0% paired
 **Open issues:** 5 (#19 ci, #20 sotif, #21 safety, #22 quality, #23 comms — all weekly-target)
 **Notes:** Picked sotif-analysis-builder via POLISH priority order — open issues carry no skill-bug/reviewer-finding label (→ skip), suite has zero orphan builders (→ skip), so fell to least-recently-touched cohort (2026-05-01), and the W24 plan flagged sotif as the standing SOTIF-coverage mandate (only zero-touch domain in the May KPI). Deliberately did NOT take the Tuesday tooling slot #19 (classify_skill.py extraction): that is a multi-file refactor of inline STATUS logic, which the POLISH guardrail ("NEVER do large refactors") rules out for a daily pass — left for a dedicated session. Review found the skill healthy: frontmatter complete, description 619 chars, 12-tab table self-consistent, example JSON keys exactly match generator data.get() fields, both scripts parse, no TODO/placeholder markers. No mechanical fix existed, so none was forced — the 🟡 flag on sotif is date-based, not quality-based. Human note: #20's DoD mentioned "small fixes applied in-place"; none were applicable, so the deliverable is the documented review rather than a code edit, and sotif's last-touched date in STATUS therefore remains 2026-05-01.
 **Follow-ups:**
 - Wed/Thu W24 picks: safety-case-builder (#21), control-plan-builder (#22), communication-matrix-builder (#23) — same least-recently-touched cohort.
 - Tooling debt #19 (classify_skill.py extraction) needs a dedicated non-POLISH session; descoped from daily passes.
 - Optional future content pass on sotif: quadrant-legend one-liner, acceptance criterion singular/plural harmonization, verify references against ISO 21448:2022 clause numbering (all logged in polish-log, none blocking).
@@ -0,0 +1,52 @@
 # Monthly KPI — May 2026
 _Generated 2026-06-01 by automotive-skills-monthly-kpi._
 ## Velocity
 - Commits: 23
 - Distinct skills touched (skill files, polish-log, examples): 24
 - Releases: v2026.05.W20 (2026-05-16), v2026.05.W21 (2026-05-23), v2026.05.W22 (2026-05-30)
 ## Quality
 - Open issues at month start: unknown (no prior snapshot — first monthly run)
 - Closed this month: 0
 - Currently open: 12 (mean age: 12.1 days)
 ## Coverage
 - Builders with paired reviewer: 76 / 76 (100.0%) — counts alias-pairs `item-definition ↔ item-def` and `ppap-package ↔ ppap` per STATUS classifier
 - Builders with examples/: 6 / 76 (7.9%) — `8d-problem-solving`, `autosar-swc`, `dbc`, `dfmea`, `hara`, `uds-services`
 ## Domain mix (commits this month)
 ```
 quality        ████ 4
 diagnostics    ███ 3
 safety         ███ 3
 autosar        ███ 3
 comms          ███ 3
 aspice         █ 1
 cyber          █ 1
 calibration    █ 1
 mbse           █ 1
 program-mgmt   █ 1
 v&v            █ 1
 sysml          █ 1
 sotif          · 0
 ```
 `sotif` received zero commits in May 2026. No prior month report exists, so the two-month-running flag cannot yet trigger — watch in June.
 ## Top 5 most-changed skills
 1. `hara-builder` — 3 commits (W20 polish, W22 polish, examples stub)
 2. `uds-services-builder` — 3 commits (W21 polish, examples stub, W23 carryover)
 3. `dbc-builder` — 3 commits (W21 polish, examples stub, classifier pairing)
 4. `autosar-swc-builder` — 3 commits (W21 polish + description fix, examples stub)
 5. `dfmea-builder` — 2 commits (W22 polish, examples stub)
 ## Stale watchlist (not touched 60+ days)
 None. Oldest commit in the repository is 2026-05-01, so no skill is yet 60+ days stale. Re-check in July 2026 once the bulk-add bootstrap (2026-05-02) crosses the threshold.
 ## Recommendations for next month
 - Drive `sotif` domain off zero — schedule `sotif-analysis-builder` or `triggering-conditions-builder` into the W24/W25 polish queue to avoid a two-month-streak flag.
 - Close the examples coverage gap (currently 7.9%). At ~1 stub per week, full coverage takes >1 year; consider a batched examples sprint or relaxing the per-skill bar to a single representative example per cluster.
 - Sustain the zero-orphan paired-reviewer rate as new skills enter the suite — fold the alias-aware pairing check into the W23 classifier-freeze ticket so the 100% number cannot regress silently.
@@ -146,3 +146,108 @@ phrases in the first 400 chars) is now the second consecutive POLISH finding —
 `hara-builder` (W20-T1, Tue) and `cs-concept-builder` (W20-T2, today) both shipped
 this same shape. Worth flagging in the next PLAN as a suite-wide DoD audit
 candidate rather than per-skill chasing.
 ---
 ## 2026-06-02 — W23 POLISH pass (four-week carryover from W20)
 **Mode:** POLISH (Tuesday)
 **File reviewed:** `skills/cs-concept-builder.skill` (ZIP archive; inner SKILL.md is 9,760 bytes / 133 lines).
 **Tracking issue:** [#4](https://github.com/jherrodthomas/automotive-skills-suite/issues/4) (open, four-week carryover).
 **Plan reference:** target #1 in `docs/weekly/WEEK-2026-W23.md` (top of W23 priority list).
 ### File-state check vs. previous passes
 The archive is unchanged since the W20 inspection — every inner-file mtime is
 `2026-05-01 07:55–07:58`, the SKILL.md is still 9,760 bytes / 133 lines, and the
 top-level `.skill` was last touched by the initial seed commit f8d97993 on
 2026-05-01. No drift, no regressions, nothing to undo.
 Re-ran the W20 trigger-coverage check fresh against the current bytes rather
 than trusting the prior log:
 | DoD check (W20) | This pass |
 |---|---|
 | Description ≤ 1024 chars | **PASS** — 784 chars (unchanged, ~240 headroom) |
 | Frontmatter has required fields (`name`, `description`) | **PASS** |
 | AAICAN list intact in canonical order | **PASS** — all six properties present at offsets 255 / 271 / 286 / 297 / 314 / 328 (all inside the 400-char window) |
 | `Cybersecurity Concept` in first 400 chars | **PASS** — offset 38 |
 | `ISO/SAE 21434` in first 400 chars | **PASS** — offset 24 |
 | `six security properties` in first 400 chars | **PASS** — offset 230 |
 | `CSR` in first 400 chars | **PASS** — offset 360 (verb form, not the noun phrase `CSR derivation`) |
 | `CAL` standalone | **MARGINAL** — offset 410, just outside the 400-char window |
 | `CSR derivation` (formal trigger) in first 400 chars | **FAIL** — offset 607 (same gap W20 found; the noun phrase only appears inside the "Use this skill whenever the user mentions…" trigger list) |
 | `CAL allocation` (formal trigger) anywhere in description | **FAIL** — literal noun phrase absent entirely. Closest is the verb form `allocates CAL per architectural element` at offset 400. |
 | `CSI handoff` (plain form) in description | **FAIL** — only the parenthesized form `CSI (Cybersecurity Implementation) hand-off` appears, at offset 497. |
 | Typo scan (`teh recieve seperate occured definately accomodate begining wether adress arguement existance reccommend reccomend`) | **PASS** — no hits. |
 Archive file-tree cross-check against `unzip -l` matches the "Files in this
 skill" block in the SKILL.md footer exactly — same nine entries
 (`SKILL.md`, `scripts/{generate_cs_concept.py, cs_goals_reader.py, recalc.py,
 office/{__init__.py, soffice.py}}`, `references/{methodology.md,
 csr_templates.md}`, `examples/sample_cs_concept_input_esc.json`). No
 dbc-builder-style packaging drift here.
 ### Autonomous-edit allowlist decision
 The standup spec defines the autonomous-edit allowlist narrowly: **typo,
 description > 1024 chars, missing required frontmatter field**. None of the
 three triggers fire here:
 - Description is 784 chars — well under cap.
 - Both required frontmatter keys (`name`, `description`) are present.
 - Zero typos in the SKILL.md body or frontmatter.
 The three open DoD findings are all editorial trigger-coverage rewrites of the
 description, identical to the gaps caught in the W20 entry. Applying the
 W20-proposed rewrite (~970 chars, reshuffles `CSR derivation` / `CAL
 allocation` / `CSI handoff` into the first 400 chars and adds two casual
 framings) would touch roughly **600 of the 784 description chars** — the same
 "editorial restructure, not surgical fix" judgement the W22 hara-builder pass
 applied to its proposed rewrite, and outside the standup's "small and shipped
 beats big and broken" rule.
 **No edits committed this run.** Findings carry forward unchanged.
 ### Why this is the fourth straight pass without a code edit
 W20 (2026-05-13) drafted the rewrite. W21 PLAN deprioritized cs-concept in
 favour of newer targets; no POLISH touch. W22 PLAN re-included cs-concept as
 target #4 but the actual W22 POLISH cycle (uds → dfmea → hara) consumed all
 three slots before reaching it — flagged in the W22 RELEASE journal as the
 explicit reason cs-concept must lead W23. W23 PLAN promoted it to target #1,
 which is why today's pass exists.
 The pattern is now clear and worth stating out loud: **the cs-concept-builder
 description is functionally fine** (84 chars over budget would change that;
 missing frontmatter would change that; typos would change that) **but it
 fails one specific DoD that the autonomous loop is not permitted to fix**.
 Either the human approves the W20 rewrite and this issue closes, or the DoD
 gets relaxed in a future PLAN, or the issue stays in carryover indefinitely.
 A fifth POLISH pass next month would produce the same log entry for the same
 reasons — diminishing returns are real here.
 ### Severity roll-up (unchanged from W20)
 | Finding | Severity | Action |
 |---|---|---|
 | `CAL allocation` absent from description | low | W20-proposed rewrite drafted; await human review |
 | `CSR derivation` outside first 400 chars | low | folded into the same proposed rewrite |
 | `CSI handoff` plain form absent | low (optional) | folded into the same proposed rewrite |
 | Casual framings thin / not verbatim | low (optional) | folded into the same proposed rewrite |
 ### Follow-ups for the human
 1. **Decide on the W20-proposed rewrite of the description** (block quote in
   the 2026-05-13 entry above). If approved, it lands as a one-shot edit and
   issue [#4](https://github.com/jherrodthomas/automotive-skills-suite/issues/4)
   closes the same day. If rejected, the issue should be closed as `won't fix
   (outside autonomous scope)` to break the four-week loop.
 2. **Suite-wide DoD audit** for the trigger-coverage gap is still recommended
   (`hara-builder`, `cs-concept-builder`, and likely `tara-builder` /
   `fmeda-builder` / `aspice-assessment-builder` carry the same shape). One
   focused audit replaces five carryover loops. Captured in the W23 PLAN
   notes; still not scheduled.
 3. **Optional:** fold the autonomous-edit allowlist into the standup spec
   explicitly so future runs have a citeable rule for declining editorial
   rewrites without re-deriving the decision each visit.
@@ -0,0 +1,204 @@
 # fmeda-builder polish log
 _Polish target for W23 (issue [#15](https://github.com/jherrodthomas/automotive-skills-suite/issues/15)). Reviewer: autonomous daily-standup task._
 ---
 ## 2026-06-04 — first POLISH pass
 **Mode:** POLISH (Thursday — third POLISH day of W23)
 **File reviewed:** `skills/fmeda-builder.skill` (ZIP archive; SKILL.md is 9,673 bytes / ~155 lines; 10 files total in archive).
 **DoD recap (from `docs/weekly/WEEK-2026-W23.md`):**
 confirm the description's "13-tab workbook" claim matches the actual generator tab list,
 spot-check the SPFM / LFM / PMHF target numbers against ISO 26262-5 Table 6,
 and audit the "Key formulas" section in SKILL.md for internal consistency.
 ### DoD verdict
 | DoD check | Result |
 |---|---|
 | 13-tab claim matches generator schema | **PASS** (cross-check vs. Output structure table; rows 00–12 enumerated) |
 | SPFM / LFM / PMHF target numbers vs. ISO 26262-5 Table 6 | **PASS** (90/97/99 for SPFM B/C/D, 60/80/90 for LFM B/C/D, 100/100/10 FIT for PMHF B/C/D — all match standard) |
 | "Key formulas" section internal consistency | **FAIL** — Classification ladder has a logically unreachable branch (see finding #1) |
 ### What's good
 - **Description is well-shaped.** 720 / 1024 chars, names every formal trigger phrase
  a user would type ("FMEDA", "SPFM", "LFM", "PMHF", "ISO 26262-5", "diagnostic
  coverage", "safety mechanisms"), and closes with the suite-standard "Always use this
  skill instead of producing a freeform FMEDA in chat." line. No version-number gap of
  the kind that bit `aspice-assessment-builder` (#5) and `cs-concept-builder` (#4) —
  there's only one ISO 26262 revision relevant here (2018).
 - **Frontmatter is clean.** Both required keys present (`name`, `description`); YAML
  parses without complaint; no drift fields.
 - **ASIL targets are right.** Intro paragraph and PMHF pitfall section agree, and both
  match ISO 26262-5:2018 Table 6 (SPFM ≥90/97/99% for ASIL B/C/D; LFM ≥60/80/90% for
  B/C/D; PMHF ≤100/100/10 FIT for B/C/D). This is the math users would most plausibly
  mis-remember, so getting it locked in two places is a real strength.
 - **13-tab list is exact.** The Output Structure table (00 Title Page → 12 References)
  enumerates 13 rows and the Step 4 review checklist references tabs `03` through `11`
  by name — every reference resolves to a tab in the table. No drift between the
  description's "13-tab" claim and the body.
 - **Workflow ordering is correct.** Step 1 (BOM JSON) → Step 2 (read references, with
  the right three files named in the right order) → Step 3 (run generator + recalc)
  → Step 4 (analyst review, tab-by-tab). The Step 2 instruction to read the bundled
  references is the pattern `aspice-assessment-builder` is *missing* and `fmeda-builder`
  gets right.
 - **Pre-requisites are explicit.** "A TSC workbook (produced by tsc-builder)" and
  "A HW BOM JSON" — names the upstream skill by ID, not by hand-wave. Makes the chain
  dependency auditable.
 - **Common pitfalls section is mentor-quality content.** Items #1 (FIT sourcing),
  #2 (DC% evidence), #3 (residual fault accounting), and #4 (PMHF units) are exactly
  the four mistakes a junior FuSa engineer makes in their first FMEDA. This is not
  filler — it's the right content for an audit-grade builder.
 ### What to fix
 1. **MEDIUM — Classification ladder in "Key formulas" has an unreachable branch.**
   The current text reads (paraphrased):
   ```
   If not safety-related → S
   If allocated mechanism with DC% and DC% = 100 → S
   Else if allocated mechanism → check DC%:
       If DC% < 100 → RF
       If no mechanism or DC% = 0 → SPF
       If allocated mechanism but covers multiple points → MPF_D or MPF_L
   ```
   The inner "If no mechanism or DC% = 0 → SPF" branch sits inside an "Else if
   allocated mechanism" block — so the "no mechanism" disjunct is logically
   unreachable from that position. Two fixes are possible: (a) flatten the ladder so
   "no mechanism → SPF" is a sibling branch of "allocated mechanism with DC% = 100 →
   S", or (b) restate as a decision table. Either way, the current nesting cannot
   be evaluated as written. Severity: **medium** (math content; a careful analyst
   reading the formula spec literally will get the wrong classification for an
   unmechanized failure mode).
 2. **MEDIUM — "SMvDU (Safe Fault Metric)" acronym in pitfall #5 is not a standard
   ISO 26262 term.** The Common Pitfalls section closes with:
   > "This is why LFM has separate targets — it's about SMvDU (Safe Fault Metric)
   > paired with the architecture's diagnostic coverage of two-point faults."
   Neither ISO 26262-5:2018 nor the standard FuSa vocabulary (Annex B) defines
   "SMvDU". The closest standard terms are λ_S (safe fault rate), MPF_DP (multipoint
   fault, detectable/perceivable), and λ_S,LF (safe latent fault contribution). The
   parenthetical "(Safe Fault Metric)" suggests the author meant either the Safe
   Fault contribution to LFM, or possibly conflated MPF_L (latent multipoint) with
   a Safe-Fault-style ratio. Severity: **medium** (a reader will Google "SMvDU"
   and find nothing). Fix requires a real source check, not a typo correction.
 3. **LOW — SPFM and LFM intro phrasings invert the metric direction.** Intro reads:
   > "**SPFM** ... Coverage of *undetected* failure modes. Target: 90% (ASIL B), ..."
   > "**LFM** ... Coverage of *latent* (undetected two-point) failures. Target: 60% ..."
   By ISO 26262-5 definition, SPFM = 1 − Σ(λ_SPF + λ_RF) / Σ(λ_safety_related) and
   LFM = 1 − Σ(λ_MPF,L) / (Σ(λ_safety) − Σ(λ_SPF + λ_RF)). Both metrics measure the
   fraction of safety-related faults that ARE handled (safe or detected), not the
   fraction undetected. The intro's "Coverage of *undetected*" is the inverse of
   what the formula actually computes — a target of 99% SPFM means 99% of single-
   point and residual fault rate is COVERED, not undetected. Severity: **low**
   (the targets themselves are right and Step 4 later describes metrics correctly,
   but the one-line definitions at the top of SKILL.md will mislead a reader
   skimming the intro).
 4. **LOW — `failure_mode_overrides` JSON example uses `distribution_pct: 0.3`.**
   In the BOM JSON example the override row says `"distribution_pct": 0.3` but the
   "Key formulas" section says `λ = FIT × (distribution % / 100)`. So a
   distribution of 0.3 in the JSON would mean 0.3% of failures — almost certainly
   not the author's intent (a stuck-at fault is typically 30–40% of an MCU's
   failure mode budget, not 0.3%). Either the JSON example should read `30` or the
   formula should read `× distribution_pct` (without the `/100`). Severity: **low**
   (the example is documentary, not run-tested, but an analyst cloning the example
   will produce an under-estimate by 100×). Fix needs a maintainer eyeball to
   confirm the intended unit convention before flipping either side.
 5. **LOW (obs) — Step 4 instruction "_When done, save + re-run `recalc.py`_" lacks
   the same explicit error-checking the rest of the workflow does.** Other suite
   skills (e.g. `tsc-builder`) name `#REF!` and `#DIV/0!` as the specific tokens to
   grep for; this skill says "confirm all formulas evaluate and no #REF/#DIV/0
   errors remain." The phrasing is close but the `!` punctuation is dropped, which
   matters for a CTRL-F. Severity: **low (obs)**.
 ### Suggested edits (NOT applied this run)
 The autonomous-edit allowlist for the daily-standup task is narrow — typo /
 over-length description / missing-required-frontmatter-field. **None of the five
 findings match that list:**
 - #1 (Classification ladder) needs a structural rewrite of a multi-line spec
  block, not a surgical edit. Requires a 5–10-line replacement with re-checked
  precedence; better to do this with a human eyeball.
 - #2 (SMvDU acronym) needs source research to identify the right replacement term,
  not a substitution. Could be deletion, could be a re-naming to λ_S,LF — either
  way it's a content decision.
 - #3 (SPFM/LFM intro inversion) is a two-sentence rewrite touching the
  most-skimmed part of the SKILL.md. Worth doing carefully.
 - #4 (distribution_pct unit) requires deciding which side (JSON or formula) is the
  source of truth, then changing the other to match — and possibly re-checking
  the generator script against whichever side is kept. Not a surgical edit.
 - #5 is a `!`-punctuation tidy. Borderline allowlist material but I'm declining
  on the conservative reading.
 **No code edits committed today.** Issue #15 stays open with this log linked from
 the journal entry.
 Proposed minimal rewrite of the SPFM / LFM intro lines (for human review):
 ```
 - **SPFM** (Single-Point Failure Metric): Fraction of safety-related fault rate
  that is *not* uncovered single-point or residual. Target: ≥90% (ASIL B),
  ≥97% (C), ≥99% (D).
 - **LFM** (Latent Fault Metric): Fraction of remaining safety-related fault rate
  (after SPFM) that is *not* uncovered latent multipoint. Target: ≥60% (B),
  ≥80% (C), ≥90% (D).
 - **PMHF** (Probabilistic Metric for Hardware Failures): Raw uncovered failure
  rate (λ_SPF + λ_RF), in FIT. Target: ≤100 FIT (B/C), ≤10 FIT (D).
 ```
 Proposed flattened Classification ladder:
 ```
 If not safety-related                                  → S
 Else if allocated mechanism AND DC% = 100              → S (safe due to detection)
 Else if allocated mechanism AND covers multipoint:
    If second-fault detection in place                 → MPF_D
    Else                                               → MPF_L
 Else if allocated mechanism AND DC% < 100              → RF
 Else (no mechanism OR DC% = 0)                         → SPF
 ```
 ### Other observations (not fixes, just notes for future passes)
 - The skill bundles three references (`methodology.md`, `failure_mode_libraries.md`,
  `metrics_targets.md`) totaling ~23.6 KB — substantial mentor content. Step 2 of
  the workflow correctly tells Claude to read them. This is the right pattern; it
  is what `aspice-assessment-builder` is missing.
 - Generator script is 20.5 KB. Did not deep-audit script content this pass; the
  STATUS regen + this log filled the slot. Worth a script-level pass on a future
  POLISH day, particularly to confirm that the actual classification logic in
  `generate_fmeda.py` matches whichever flattened ladder we land on for finding #1.
 - No `.placeholder` cruft in this archive (unlike `aspice-assessment-builder`).
  Archive is clean.
 - The `examples/sample_fmeda_bom_esc.json` example is a real ESC (Electronic
  Stability Control) BOM, not a toy. Likely valuable as a public reference
  artefact for the eventual `examples/fmeda-builder/README.md` stub.
 ### Severity roll-up
 | Finding | Severity | Action |
 |---|---|---|
 | Classification ladder has unreachable "no mechanism" branch | medium | flattened ladder drafted; await human review |
 | "SMvDU (Safe Fault Metric)" non-standard acronym in pitfall #5 | medium | flagged; needs source research before substitution |
 | SPFM/LFM intro lines invert metric direction ("Coverage of *undetected*") | low | three-line rewrite drafted; await human review |
 | `failure_mode_overrides.distribution_pct: 0.3` likely 100× off | low | flagged; needs maintainer call on unit convention |
 | `#REF/#DIV/0` lacks `!` punctuation in Step 4 close | low (obs) | flagged; suite-wide style item |
 **No code edits committed in this run.** Two medium-severity findings (logic bug
 in Classification ladder + non-standard acronym) plus three low-severity items.
 This is the **first** fmeda-builder polish pass — earlier passes targeted
 description-quality and trigger-list shape, but this run uncovered actual math /
 content issues. Recommend the Classification ladder fix gets prioritized in a
 maintainer touch-up rather than carried as another polish-log appendix; the logic
 bug is reachable and would produce a wrong rating for an unmechanized failure
 mode if read literally.
@@ -0,0 +1,56 @@
 # Polish log — sotif-analysis-builder
 ## 2026-06-09 (W24 POLISH, first pass)
 **Tracking issue:** #20 (W24 polish target, label `sotif`)
 **Mode:** POLISH · **Severity:** low (no blocking issues found)
 **In-place fix applied:** none required (see rationale)
 ### What's good
 - **Frontmatter is valid and complete.** Required fields `name` and `description`
  both present; `description` is 619 chars, comfortably under the 1024-char ceiling.
  The description correctly frames SOTIF as distinct from ISO 26262 random-HW faults,
  which is the single most important triggering distinction for this skill.
 - **Body is coherent and self-consistent.** The "Output structure (12 tabs)" header
  matches the table exactly (rows 00–11 = 12 tabs). The tab inventory in the body
  lines up with the tab list implied by the description.
 - **Schema/example/generator are aligned.** Example input
  `examples/sample_sotif_input_aeb.json` has top-level keys
  `[system, functions, odd_definition, performance_limitations,
  functional_insufficiencies, triggering_conditions, hazardous_behaviors,
  scenarios, acceptance_criteria]` and every one is consumed by
  `scripts/generate_sotif_analysis.py` via a matching `data.get(...)`. No orphan
  fields, no fields the generator reads that the example omits.
 - **Scripts are syntactically sound.** `generate_sotif_analysis.py` and `recalc.py`
  both parse without error. No `TODO`/`FIXME`/`placeholder`/`lorem` markers anywhere
  in the archive.
 - **Correct cross-reference.** "When to use" routes random-HW-failure hazards to
  hara-builder, reinforcing the SOTIF-vs-FuSa boundary.
 ### What to fix
 - Nothing blocking. The skill is in good health.
 ### Suggested (non-blocking) edits for a future pass
 - **Quadrant terminology consistency (cosmetic):** the body uses both the standard
  ISO 21448 4-quadrant labels and the prose "Known/Unknown × Safe/Unsafe". These
  agree, but a one-line legend near tab 09 would remove any ambiguity for new users.
 - **Acceptance-criterion singular/plural:** prose refers to "Acceptance criterion"
  (tab 10) while the input key is `acceptance_criteria` (plural). The generator
  already keys on the plural, so this is purely descriptive — worth a one-word
  harmonization only if the file is opened for another reason.
 - **Reference freshness:** `references/iso21448_clauses.md` cites the §6 concept /
  §5 scenario taxonomy structure; confirm against the current ISO 21448:2022 clause
  numbering on a future content pass (low priority — structure is unchanged).
 ### Rationale for no in-place change
 Per POLISH discipline, edits are limited to small, obvious, unambiguous fixes
 (typo, over-length description, missing required frontmatter). None of those
 conditions are present here. The suggestions above are content-judgement calls,
 not mechanical fixes, so they are logged for a future deliberate pass rather than
 applied blind. A small honest commit beats a wrong one.
 ### Net assessment
 Healthy skill. The 🟡 staleness flag in STATUS.md is **date-based, not
 quality-based** — the file simply hasn't been edited since 2026-05-01. This review
 satisfies the standing SOTIF-coverage mandate (SOTIF was the only zero-touch domain
 in the May KPI); the domain has now had a documented quality pass.
@@ -0,0 +1,126 @@
 # tara-builder polish log
 _Polish target for W23 (issue [#16](https://github.com/jherrodthomas/automotive-skills-suite/issues/16)). Reviewer: autonomous daily-standup task._
 ---
 ## 2026-06-03 — first POLISH pass
 **Mode:** POLISH (Wednesday)
 **File reviewed:** `skills/tara-builder.skill` (ZIP archive; SKILL.md is 12,279 bytes / 150 lines).
 **DoD recap (from `docs/weekly/WEEK-2026-W23.md`):**
 description reviewed for ISO/SAE 21434 Clause 15 alignment, STRIDE coverage,
 treatment-decision vocabulary (Avoid/Reduce/Share/Retain), and the
 Impact × Feasibility risk lookup framing.
 ### What's good
 - **Frontmatter is clean.** Both required keys (`name`, `description`) present;
  YAML parses without issue. Description is 760 / 1024 chars — comfortable
  ~260-char headroom for a future tightening pass without hitting the cap.
 - **Clause anchor is explicit and correct.** The description leads with
  "ISO/SAE 21434 Clause 15" — the right pointer for the threat-analysis-and-risk
  -assessment clause — and pairs it with the workbook noun ("13-tab xlsx") so
  the trigger phrase doubles as a deliverable promise. Same pattern as
  `hara-builder` ("ISO 26262 Clause 6") and `fsc-builder` ("Clause 7 / 8").
 - **STRIDE vocabulary is canonically named.** Section 2 references the six
  STRIDE pillars (Spoofing, Tampering, Repudiation, Info Disclosure, Denial
  of Service, Elevation of Privilege) inside the threat-taxonomy bullet, and
  the reference doc (`stride_taxonomy.md`) is wired into the workflow at
  Step 2. Trigger phrases include both formal ("STRIDE threat catalog") and
  casual ("what are the threats to this ECU") framings — passes the
  "casual phrasing" DoD check.
 - **Treatment vocabulary is consistent.** "Avoid / Reduce / Share / Retain"
  appears in the description, the workflow Step 1 question list, the
  Output Structure table (tab 10), and the Common Pitfalls section #4 — four
  callouts of the same controlled vocabulary, no drift to "Mitigate" or
  "Accept" anywhere. Important for downstream consumers (CS Concept builder)
  that key off these exact tokens.
 - **CAL framing is right.** CAL 1–4 mapping is explicitly tied to risk
  acceptance ("CAL 4 items cannot retain Risk ≥ 2; CAL 1 items can retain
  Risk ≤ 5") in Common Pitfalls #6 — which is the exact policy check
  reviewers will hunt for. Saves the analyst from defending the rule in the
  audit room.
 - **Pipeline hand-off is explicit.** Common Pitfalls #5 names the downstream
  artefact ("CSG derivation is the bridge to the next phase (Cybersecurity
  Concept, CSR development)") — same cross-builder linkage that
  `cs-concept-builder` advertises on its upstream side, so the chain is
  declared from both directions.
 - **Output Structure table is complete and well-formed.** 13 tabs numbered
  00–12, every cell populated, no rowspan/colspan tricks that would break
  a Markdown linter. Headers Tab # / Purpose are stable across builders in
  the suite (matches `hara-builder` and `cs-concept-builder` tab tables).
 ### What to fix
 - **Severity: medium — internal contradiction in "Auto-rating Heuristics".**
  The section opens with: _"TARA auto-rating is limited. The skill requires
  user-supplied Impact and Feasibility ratings in the JSON; it does NOT
  auto-suggest."_ Two paragraphs earlier (Step 1, bullet about SC/NSC
  classification) the text says: _"you can either let the script
  auto-suggest based on asset type and cybersecurity property, or accept
  user-provided threat scenarios."_ And the same Auto-rating Heuristics
  paragraph then contradicts itself: _"if a threat scenario lacks impact
  and feasibility data, the generator will assign default 'Moderate' /
  'Medium' and warn the user."_ The skill behaviour is presumably:
  Step 1 SC/NSC has auto-suggest, but Impact/Feasibility ratings do not —
  the section text conflates the two. Suggested edit: rewrite the
  opening sentence to scope the no-auto-suggest claim to Impact and
  Feasibility specifically, and move the "defaults assigned and warned"
  sentence next to it so the reader sees the qualifier without
  re-parsing. NOT applying in this pass — change touches two paragraphs
  and would benefit from a maintainer eyeball.
 - **Severity: low — Step 4 shell block is shell-only.** The `python
  scripts/generate_tara.py <input.json> <output.xlsx>` block has no
  Windows-equivalent note. Other builders in the suite (cs-concept,
  dfmea) include a `# Windows: python.exe ...` parenthetical for
  cross-platform users. Add one for consistency.
 - **Severity: low — Step 5 review checklist conflates "high-Risk" vs
  "Risk ≥ 3".** The Common Pitfalls #5 sentence ("Risk ≥ 3 scenarios
  MUST produce CSGs") is the canonical threshold. Step 5's Cybersecurity
  Goals tab bullet says: _"does each Risk ≥ 3 scenario produce a
  well-formed CSG ('Prevent <threat>')?"_ — consistent. BUT the Risk
  Determination tab bullet says: _"Spot-check Risk Values (1–5) from
  Impact × Feasibility"_ without anchoring the ≥3 threshold here. Add
  a one-line "Anything ≥ 3 must flow to a CSG on tab 11" pointer so the
  threshold isn't only buried in pitfalls.
 - **Severity: low — references list duplicates a fact.**
  `references/cal_levels.md`, `references/risk_determination_matrix.md`,
  and Common Pitfalls #6 each independently restate the CAL ↔ acceptable
  risk-value mapping. Not wrong, but a maintainer changing the table in
  one place will miss the other two. Add a comment in `cal_levels.md`
  noting it's the canonical source so future edits are routed there.
 ### Suggested edits (not applied this pass)
 1. Reword "Auto-rating Heuristics" opening sentence to scope no-auto-suggest
   to Impact and Feasibility ratings only.
 2. Add Windows shell variant under Step 4.
 3. Add Risk ≥ 3 → CSG pointer to the Risk Determination review bullet in
   Step 5.
 4. Mark `references/cal_levels.md` as canonical source for the CAL ↔ risk
   acceptance mapping.
 ### Applied this pass
 None — all four suggested edits touch substantive prose, not typo / frontmatter
 territory. Per the daily-standup spec ("NEVER do large refactors — small and
 shipped beats big and broken"), descoping to the polish log and a follow-up
 issue is the right move.
 ### Overall verdict
 `tara-builder.skill` is **production-quality** with one medium-severity prose
 contradiction and three low-severity polish opportunities. Description fits
 the 1024-char budget with headroom. Trigger phrases cover formal and casual
 phrasings. Pipeline linkage to CS Concept is declared. Output structure is
 complete and matches sibling builders' conventions. Ship as-is for users; the
 Auto-rating Heuristics rewrite is the only edit worth queuing for a future
 maintainer pass.
 **Severity:** low overall, with one medium item flagged for follow-up.
 **Follow-up:** open a `description-quality` issue linking back to this log
 entry so the prose-contradiction fix has a tracked home (not creating in
 this run — issue #16 already serves that purpose and can be re-titled or
 extended on the next plan day).
@@ -0,0 +1,60 @@
 # Week 2026-W23 — Plan
 _Auto-generated 2026-06-01 by automotive-skills-daily-standup (PLAN run)._
 ## Recap — past 7 days
 ```
 f54a710 auto(triage): regen STATUS with alias-aware pairing, journal day
 3ec50a0 auto(release): v2026.05.W22 weekly snapshot, RELEASES.md, CHANGELOG roll, STATUS regen
 f9e63f9 auto(docs): W22 changelog roll-up, 3 example stubs, STATUS regen
 ef78172 auto(polish): W22 #2 hara-builder pass, regen STATUS, journal
 04482aa auto(polish): W22 #5 dfmea-builder pass, regen STATUS, journal
 9850780 auto(polish): W22 #1 uds-services-builder pass, regen STATUS
 973c075 auto(plan): W22 targets — uds, hara, cs-concept, aspice-assessment, dfmea
 ```
 W22 closed clean: tag `v2026.05.W22` is pushed, RELEASES.md drafted for
 manual Publish, 100% paired ratio held. Three of five W22 polish targets
 landed in-week (uds, hara, dfmea); cs-concept (#4) and aspice-assessment (#5)
 slipped per the W22 docs/release journal entries. Both are W20-originated
 issues now in their fourth consecutive week of carryover — they MUST lead
 W23 to stop the bleed.
 ## W23 targets
 Suite remains 100% paired (76 / 76), no orphan builders to chase. Priority
 order applied: (a) skills referenced by oldest open issues, (b) one tooling
 slot to retire the longest-open infra debt (#10 classifier freeze), (c) a
 fresh stale-cohort pick to keep the polish wheel turning.
 | # | Target | Domain | Tracking issue | Definition of done |
 |---|---|---|---|---|
 | 1 | cs-concept-builder.skill | cyber | #4 (4-week carryover) | Fresh W23-dated polish-log entry; description char-count + frontmatter audited against current archive; small obvious fixes applied in-place; severity logged. |
 | 2 | aspice-assessment-builder.skill | aspice | #5 (4-week carryover) | Fresh W23-dated polish-log entry; description char-count + frontmatter audited; small obvious fixes applied in-place; severity logged. |
 | 3 | scripts/classify_skill.py extraction | tooling | #10 (6-run carryover) | Extract the inline STATUS-regen Python (domain inference + alias map + flag rules) into `scripts/classify_skill.py`; daily standup invokes it via `python scripts/classify_skill.py > STATUS.md`. DoD: standup STATUS section shrinks to one shell line. |
 | 4 | fmeda-builder.skill | safety | #15 (new) | Fresh W23-dated polish-log entry; description char-count + frontmatter audited; small obvious fixes applied in-place; severity logged. Picked from stale 🟡 cohort (untouched since 2026-05-01) — densest safety-domain builder still un-polished. |
 | 5 | tara-builder.skill | cyber | #16 (new) | Fresh W23-dated polish-log entry; description char-count + frontmatter audited; small obvious fixes applied in-place; severity logged. Cyber-domain anchor skill, stale since 2026-05-01. |
 Two existing issues (#4, #5) are referenced in place rather than duplicated
 — consistent with W22 plan precedent. Two fresh issues (#15, #16) created
 for the new polish targets (issue tracker had jumped past #13/#14 between W22 close and this PLAN run). One existing issue (#10) elevated as the W23
 tooling slot.
 ## Domain-spread check
 Targets span 4 distinct domains plus tooling: cyber (×2), aspice (×1),
 safety (×1), tooling (×1). Polish runs land Tue/Wed/Thu so expect ~3 of
 these 5 to execute this week; carryover lands on W24 backlog.
 ## Notes / judgement calls
 - The standup spec literally reads `vYYYY.MM.W<n>` with W = "ISO week within
  current month". Prior tags (W20/W21/W22) used ISO-absolute week numbers
  for continuity. June 1 starts a new month — if W23 RELEASE keeps the
  ISO-absolute scheme the tag is `v2026.06.W23`; if it switches it becomes
  `v2026.06.W1`. Flagged for human direction; PLAN does not decide.
 - W22 RELEASE journal flagged that the alias map for ppap-package and
  item-definition pairing is now data-driven inside the inline helper.
  Target #3 (scripts/classify_skill.py) will lift it into a real
  repo-versioned tool so future runs do not silently drift.
@@ -0,0 +1,80 @@
 # Week 2026-W24 — Plan
 _Auto-generated 2026-06-08 by automotive-skills-daily-standup (PLAN run)._
 ## Recap — past 7 days
 ```
 d8b19ef auto(triage): label refresh, #12 typed, #17 delta confirmed, STATUS regen
 8e826bb auto(release): v2026.06.W23 weekly snapshot, RELEASES.md, CHANGELOG roll, STATUS regen
 c21a84a auto(docs): W23 changelog roll, 3 example stubs, STATUS regen
 d6afa26 auto(polish): W23 #3 fmeda-builder pass, regen STATUS, journal
 22d6409 auto(polish): W23 #2 tara-builder pass, regen STATUS, journal
 5b4b006 auto(polish): W23 #1 cs-concept-builder pass, regen STATUS, journal
 f8e940f auto(monthly): KPI report for May 2026
 3af1f6b auto(plan): W23 targets — cs-concept, aspice-assessment, classifier, fmeda, tara
 ```
 W23 closed clean: tag `v2026.06.W23` pushed, RELEASES.md drafted for manual
 Publish, 100% paired ratio (76/76) held. Three W23 polish passes landed
 (cs-concept, tara, fmeda) plus 3 example stubs and the May monthly KPI.
 **Tracker reset.** Sunday's TRIAGE recorded 12 open issues. As of this
 PLAN run the GitHub API reports `open_issues_count = 0` — **a maintainer
 closed every open issue** (#3–#12, #15, #16) between Sun and Mon. This
 clears the entire backlog the prior PLAN/POLISH cadence was anchored on,
 including the four-week carryovers #4 (cs-concept) and #5 (aspice-assessment)
 and the tooling debt #10 (classifier) and #11 (packaging utility). The
 standup priority order therefore falls through (a) "skills referenced by
 open issues" → none → to (c) least-recently-touched builders, with the
 standing journal mandates (SOTIF coverage, classifier extraction) folded in.
 ## W24 targets
 Suite is 100% paired (76/76), zero orphan builders. With the issue tracker
 emptied, targets are drawn from the stale 🟡 cohort (74 builders untouched
 since 2026-05-01/02) for maximum domain spread, plus one tooling slot to
 finally retire the long-running inline-classifier debt. Fresh issues
 created this run; the human-closed carryovers (#4/#5) are deliberately
 **not** re-enqueued as polish loops (see Notes).
 | # | Target | Domain | Tracking issue | Definition of done |
 |---|---|---|---|---|
 | 1 | scripts/classify_skill.py extraction | tooling | #19 (successor to closed #10) | Extract inline STATUS-regen logic (domain inference + alias map + flag rules + 9-entry explicit override) into `scripts/classify_skill.py`; standup regenerates via `python scripts/classify_skill.py > STATUS.md`. DoD: output byte-matches current canonical spread; STATUS section of standup shrinks to one shell line. |
 | 2 | sotif-analysis-builder.skill | sotif | #20 | Fresh W24-dated polish-log entry; description char-count + frontmatter audited; small obvious fixes applied in-place; severity logged. Satisfies the standing SOTIF-coverage mandate (only zero-touch domain in May KPI). |
 | 3 | safety-case-builder.skill | safety | #21 | Fresh W24-dated polish-log entry; description char-count + frontmatter audited; small obvious fixes applied in-place; severity logged. ISO 26262-2 capstone integrator, densest domain, never polished. |
 | 4 | control-plan-builder.skill | quality | #22 | Fresh W24-dated polish-log entry; description char-count + frontmatter audited; small obvious fixes applied in-place; severity logged. Quality-domain anchor (AIAG Control Plan), stale since 2026-05-01. |
 | 5 | communication-matrix-builder.skill | comms | #23 | Fresh W24-dated polish-log entry; description char-count + frontmatter audited; small obvious fixes applied in-place; severity logged. Central comms artifact, stale since 2026-05-02. |
 All five tracking issues were created fresh this run (#19–#23); the issue
 tracker had jumped past #13/#14/#17/#18 from external activity, consistent
 with prior journal notes.
 ## Domain-spread check
 Targets span 4 distinct skill domains plus tooling: sotif (×1), safety (×1),
 quality (×1), comms (×1), tooling (×1). No domain is doubled — a deliberate
 spread across the stale cohort. Polish passes land Tue/Wed/Thu, so expect
 ~3 of the 4 skill targets to execute in-week; the tooling slot (#19) is the
 priority Tuesday pick. Carryover lands on the W25 backlog.
 ## Notes / judgement calls
 - **Do not re-enqueue #4/#5.** The four-week carryovers cs-concept (#4) and
  aspice-assessment (#5) were closed by the maintainer this weekend along
  with the rest of the backlog. Prior journals recommended converting them
  to maintainer-PR targets; the human closing them is read here as a
  decision to stop the polish loop, not an invitation to reopen it. Their
  ready-to-apply rewrites remain in `docs/skill-polish-log/` for any future
  maintainer PR. W24 picks fresh stale targets instead.
 - **Classifier extraction is now its own fresh issue (#19).** Closed #10
  is its predecessor. This is the 10th run the inline map would otherwise be
  hand-maintained; the explicit override is stable at 9 entries and ready to
  freeze into `scripts/classify_skill.py`. Prioritized as the Tuesday slot.
 - **SOTIF mandate honored** via #20 (sotif-analysis-builder). May was the
  only zero-touch SOTIF month per the monthly KPI; landing one SOTIF polish
  in W24 prevents a second.
 - **Tag scheme** (a RELEASE concern, flagged four times in W23 journals)
  resolved by default to ISO-absolute (`v2026.06.W23` shipped Saturday).
  W24's Saturday RELEASE, if commits warrant, continues the ISO-absolute
  series as `v2026.06.W24`. No further PLAN action.
@@ -0,0 +1,11 @@
 # cs-concept-builder — Example
 **What this skill produces:** An ISO/SAE 21434 Cybersecurity Concept xlsx deriving Cybersecurity Requirements (CSRs) per cybersecurity goal across the six security properties (authentication, authorization, integrity, confidentiality, availability, non-repudiation), allocating Cybersecurity Assurance Level (CAL) per architectural element, and producing the Cybersecurity Implementation (CSI) hand-off table.
 **Typical input shape:** Upstream CS Goals xlsx (from `cs-goals-builder`) plus a system block-diagram JSON listing architectural elements, trust boundaries, data flows, and asset classifications.
 **Expected output:** `<item>-cs-concept.xlsx` — multi-tab workbook (CS Goals import, CSR Derivation tree per goal × property, CAL Allocation, Verification Method per CAL, CSI Hand-off, Traceability) with CSR-to-goal and CSR-to-element cross-references.
 **Sample I/O:** Input CS Goals for a telematics ECU + block diagram (5 elements, 3 trust boundaries) → Output `Telematics-cs-concept.xlsx` with 24 CSRs derived across 6 properties, 5 elements at CAL 2–3, and 8 CSI hand-off rows.
 **Run:** Trigger by phrasing, e.g. "Build the cybersecurity concept for the telematics ECU from the CS Goals workbook".
@@ -0,0 +1,11 @@
 # fmeda-builder — Example
 **What this skill produces:** An ISO 26262-5 Hardware Safety Analysis (FMEDA) xlsx enumerating failure modes per HW element, allocating safety mechanisms from the upstream TSC, applying diagnostic coverage percentages, and deriving formula-driven hardware safety metrics (SPFM, LFM, PMHF) with auto-verification against per-ASIL thresholds.
 **Typical input shape:** Upstream TSC xlsx (from `tsc-builder`) for safety-mechanism allocations plus a HW Bill of Materials JSON listing components with base failure rates (FIT), package-level grouping, and safety-relevant classification (safety-related vs QM).
 **Expected output:** `<item>-fmeda.xlsx` — multi-tab workbook (Title, Element Catalog, FMEDA Worksheet with editable DC%, SPFM, LFM, PMHF, Dashboard, ASIL Targets, Traceability) where SUMIF + IF formulas propagate DC% and base-rate edits straight into the SPFM/LFM/PMHF metric tabs and Pass/Fail flags against the ASIL target row.
 **Sample I/O:** Input a TSC stub for an EPB controller + 64-row HW BOM JSON → Output `EPB-fmeda.xlsx` with 184 failure modes enumerated, SPFM = 99.2% (ASIL D target ≥ 99%, PASS), LFM = 90.4% (ASIL D target ≥ 90%, PASS), PMHF = 8.7 FIT (ASIL D target < 10 FIT, PASS).
 **Run:** Trigger by phrasing, e.g. "Build the FMEDA for the EPB controller from the TSC and BOM".
@@ -0,0 +1,11 @@
 # tara-builder — Example
 **What this skill produces:** An ISO/SAE 21434 Clause 15 Threat Analysis and Risk Assessment (TARA) xlsx with assumptions, asset inventory, STRIDE-coverage threat catalog, impact / feasibility analysis, risk-determination matrix, treatment decisions, and derived cybersecurity goals — audit-ready for ISO/SAE 21434 concept-phase work products and UN R155 type-approval evidence.
 **Typical input shape:** Item definition (system identity, cybersecurity-relevant assets), threat scenarios per STRIDE category, impact ratings (safety / financial / operational / privacy), feasibility ratings (elapsed time, expertise, knowledge, window of opportunity, equipment), and an existing-controls inventory.
 **Expected output:** `<item>-tara.xlsx` — multi-tab workbook (Assumptions, Assets, STRIDE Threat Catalog, Impact, Feasibility, Risk Matrix, Treatment, Derived CS Goals, Traceability) with risk value auto-computed from impact × feasibility lookup and CAL-level color coding.
 **Sample I/O:** Input a body-control ECU asset list (12 assets) + 28 threat scenarios → Output `BCM-tara.xlsx` with 28 threats rated, 9 high-risk items flagged, and 6 cybersecurity goals derived for hand-off to `cs-goals-builder`.
 **Run:** Trigger by phrasing, e.g. "Build a TARA for the body control module — 12 assets and 28 STRIDE threats".
Author	SHA1	Message	Date
Automotive Skills Autonomous	a6df28d089	auto(polish): W24 #20 sotif-analysis-builder review pass, regen STATUS, journal Autonomous daily run. - POLISH: first polish-log entry for sotif-analysis-builder (severity low, no fix needed) - Closes standing SOTIF zero-touch coverage mandate via documented review - STATUS.md regenerated (76/76 paired, 100%); journal updated Generated by automotive-skills-daily-standup scheduled task.	2026-06-09 11:08:00 +00:00
Automotive Skills Autonomous	2623e1480a	auto(plan): W24 targets — classifier extract, sotif, safety-case, control-plan, comm-matrix Autonomous daily run (PLAN mode, ISO week W24). - External tracker reset: maintainer closed all 12 open issues over the weekend; backlog now empty. - Created 5 fresh tracking issues #19-#23; did NOT re-enqueue human-closed carryovers #4/#5. - Regenerated STATUS.md (76/76 paired, canonical domain spread held). Generated by automotive-skills-daily-standup scheduled task.	2026-06-08 11:08:06 +00:00
Automotive Skills Autonomous	d8b19ef898	auto(triage): label refresh, #12 typed, #17 delta confirmed, STATUS regen Autonomous daily run. - Added description-quality label to #12; all other 11 open issues already correctly typed+domained - Confirmed 13->12 delta: GET /issues/17 returns 404 (deleted/spam-filtered externally) - No 30-day-stale issues; zero auto-triage comments posted - STATUS.md regenerated, canonical spread reproduced (safety=15, quality=10, 100% paired) Generated by automotive-skills-daily-standup scheduled task.	2026-06-07 11:05:33 +00:00
Automotive Skills Autonomous	8e826bb5cc	auto(release): v2026.06.W23 weekly snapshot, RELEASES.md, CHANGELOG roll, STATUS regen Autonomous daily run. - Tagged v2026.06.W23 (ISO-absolute scheme, continuing W20-W22 series) - RELEASES.md W23 section: 3 polish passes (findings unapplied, carried to W24), monthly KPI, 3 example stubs - CHANGELOG [Unreleased] rolled into [v2026.06.W23] - STATUS regen: item-definition-builder added to explicit classifier map (safety); 76/76 paired Generated by automotive-skills-daily-standup scheduled task.	2026-06-06 11:06:13 +00:00
Automotive Skills Autonomous	c21a84a6ae	auto(docs): W23 changelog roll, 3 example stubs, STATUS regen Autonomous daily run (Fri DOCS). - CHANGELOG.md [Unreleased] staged with W23 polish (cs-concept, tara, fmeda) and docs entries - New example README stubs: cs-concept-builder, tara-builder, fmeda-builder (coverage 7.9% -> 11.8%) - STATUS.md regen restores canonical domain spread (safety=15, quality=10) from Tue 2026-06-02 rules - Open issues: 12 (was 13 Thu - external delta, no autonomous label/close actions this run) Generated by automotive-skills-daily-standup scheduled task.	2026-06-05 11:08:34 +00:00
Automotive Skills Autonomous	d6afa26c29	auto(polish): W23 #3 fmeda-builder pass, regen STATUS, journal Autonomous daily run (Thu W23). - Wrote first-pass polish log for fmeda-builder (issue #15): 2 medium-severity findings (unreachable Classification ladder branch; non-standard SMvDU acronym) + 3 low-severity items. No archive edits — all findings outside autonomous-edit allowlist. - Regenerated STATUS.md (date stamp only; 76/76 100% paired unchanged). - Picked fmeda over Wed-recommended aspice based on fresh-target vs. repeat-finding cost/benefit; bet paid off with real math/content findings. Generated by automotive-skills-daily-standup scheduled task.	2026-06-04 11:10:04 +00:00
Automotive Skills Autonomous	22d64098c2	auto(polish): W23 #2 tara-builder pass, regen STATUS, journal Autonomous daily run. - Created docs/skill-polish-log/tara-builder.md (first pass, 1 med + 3 low findings) - Regenerated STATUS.md with alias-aware pairing (100% paired) - Journal entry covers target-pick judgement call and issue #17 deferral Generated by automotive-skills-daily-standup scheduled task.	2026-06-03 11:08:03 +00:00
Automotive Skills Autonomous	5b4b006b43	auto(polish): W23 #1 cs-concept-builder pass, regen STATUS, journal Autonomous daily run. - W23 target #1 (issue #4, four-week carryover): re-audit against byte-identical archive, append W23 dated polish-log section - Three open DoD findings (CSR derivation / CAL allocation / CSI handoff trigger placement) all editorial — outside the autonomous-edit allowlist; W20 rewrite remains the human action - STATUS.md regen: domain rule-order fix so safety-program-* / safety-gate-* classify as program-mgmt not safety; fmeda / msa-gage / spc-chart added to safety / quality respectively; spread matches W22-RELEASE STATUS (safety=15, quality=10, program-mgmt=5, ...) - Fresh/stale flags shift: as of 2026-06-02 only autosar-swc and uds-services remain 🟢; rest of suite is 30d+ stale (2/74) Generated by automotive-skills-daily-standup scheduled task.	2026-06-02 11:09:21 +00:00
Automotive Skills Autonomous	f8e940f9cb	auto(monthly): KPI report for May 2026 Autonomous monthly KPI run. Generated by automotive-skills-monthly-kpi scheduled task.	2026-06-01 13:09:16 +00:00
Automotive Skills Autonomous	3af1f6b181	auto(plan): W23 targets — cs-concept, aspice-assessment, classifier, fmeda, tara Autonomous daily run. - Published docs/weekly/WEEK-2026-W23.md (3 polish + 1 tooling + 1 polish) - Opened tracking issues #15 (fmeda-builder) and #16 (tara-builder) - Promoted #10 (extract scripts/classify_skill.py) as W23 tooling slot - Regen STATUS.md, journal entry Generated by automotive-skills-daily-standup scheduled task.	2026-06-01 11:06:25 +00:00