Commit Graph

283 Commits

Author SHA1 Message Date
Benjamin Admin 79ad95e244 feat(ai-sdk): keep cyber/AI hazards out of the traditional CE hazard log
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InitializeProject created hazards for every matched pattern, so native
cybersecurity/AI topics (unauthorized access, firmware manipulation, missing
SBOM, ...) mixed into the ISO 12100 hazard log. Route the security categories
(frontend groups I. Cyber/Netzwerk + J. KI) to the CRA module instead —
generically for EVERY project, enforced centrally in InitializeProject.

The split is by the nature of the hazard, not the component: functional-safety
control faults stay in CE (software faults, lost safety functions, config
errors, bus failures, botched updates) — they are random/systematic faults,
not attacks, and feed the CRA safety-function bridge. This holds whether the
controller is a bought-in CE-marked PLC or the manufacturer's own control.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-24 20:20:15 +02:00
Benjamin Admin a6f1020b2c feat(ai-sdk): IACE warewashing hazard patterns + cross-domain gating
Add commercial-dishwasher hazard patterns (HP2200-HP2206): hot-water/steam
scald on door opening, hot surfaces, hot ware, corrosive detergent/rinse-aid
burn, respiratory irritation, door pinch and wet-floor slip — each gated by
dom_warewashing so they never leak into other machine classes. Add the
matching warewashing protective measures (M2200-M2208).

Tighten capability-domain gating: emit dom_flame/dom_glue and add welding
surface-form gate terms (schweissarbeitsplatz, schweissfunke, lichtbogenzone,
...) so the welding/flame/glue burn patterns stop leaking into thermal-capable
machines such as a dishwasher.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-24 20:20:15 +02:00
Benjamin_Boenisch e50892a2aa feat(ai-sdk): searchControls — recall control sources on implementation questions (#39)
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2026-06-24 12:08:29 +00:00
Benjamin_Boenisch 9cfe6f83b1 feat(ai-sdk): source_role control-pool (controls != only technical_standard) (#38)
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2026-06-24 11:12:22 +00:00
Benjamin_Boenisch df7966656a feat(ai-sdk): classify NIST/OWASP/Grundschutz as technical_standard (#37)
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2026-06-24 10:15:17 +00:00
Benjamin_Boenisch 05d75e8039 feat(ai-sdk): control-intent — technical_standard may win implementation questions (#36)
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2026-06-24 09:58:35 +00:00
Benjamin_Boenisch e24a551ee4 fix(ai-sdk): make interpretation-intent override reliably win (#35)
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2026-06-24 09:31:58 +00:00
Benjamin_Boenisch f11b2e035f feat(ai-sdk): controlled interpretation-intent guidance override (#34)
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2026-06-24 09:01:25 +00:00
Benjamin_Boenisch 230dc05287 feat(ai-sdk): legal-corpus coverage + Phase-2 citation-graph assessment (#33)
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2026-06-24 06:37:22 +00:00
Benjamin_Boenisch b83c3e6e00 ci(go-lint): golangci-lint v1.64.8 (go1.24) + new-from-merge-base (#32)
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2026-06-23 10:58:48 +00:00
Benjamin_Boenisch a1f425d43a feat(ai-sdk): authority-aware re-ranking for legal RAG (Phase 1) (#31)
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2026-06-23 09:30:52 +00:00
Benjamin Admin 6b9c7984b4 fix(ci): regulatory_news Zeitbomben-Test entschaerfen — test-go + Deploy entsperren
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test-go failte seit 2026-06-19: VBR-OBL-001 ("Widerrufsbutton ab 19.06.2026") ist
seit dem Stichtag abgelaufen und faellt aus dem Zukunfts-Horizont von GetRegulatoryNews,
wodurch TestGetRegulatoryNews_FromRealFiles bricht. Fix: now-Referenz injizierbar
(GetRegulatoryNewsAt), Test nutzt fixes Datum -> deterministisch. Produktions-Caller
unveraendert (Wrapper). admin rag-query Marker, damit detect-changes admin mitbaut
(article_label-Rendering). go vet + alle ai-sdk-Tests lokal gruen.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-21 00:51:47 +02:00
Benjamin Admin e646091ba2 chore(deploy): ai-sdk + admin neu bauen — Legal-Zitatfelder (article_label) nach Prod-Re-Ingest aktiv
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Triggert CI + detect-changes fuer ai-compliance-sdk + admin-compliance, nachdem der
vorige Deploy am last-build/main Tag-Bug haengenblieb (Builds uebersprungen). Nur
Doku-Kommentare, Logik unveraendert. Daten-Merge (Qdrant) ist bereits live.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-21 00:15:48 +02:00
Benjamin Admin 017c9b3c12 feat(advisor): Legal-RAG Zitier-Metadaten — ai-sdk + Advisor/Drafting lesen article_label
ai-sdk (legal_rag_client/scroll/types) liest die gepinnten Spec-Felder
article_label/regulation_code/article/paragraph/sub/citation_style/is_recital
mit Fallback auf alt-ingestierte Chunks (regulation_id, section); neuer getBool-Helfer.
Advisor + Drafting-Engine bilden die Quellenzeile primaer aus article_label
("BDSG § 38 Abs. 1"), sonst aus den strukturierten Feldern. 17 Tests gruen, tsc sauber.
Vertrag: docs-src/development/rag_reingest_spec.md (§2/§7). Deploy an den Re-Ingest
gekoppelt — neue Felder sind bis dahin leer (graceful Fallback).

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-20 14:34:15 +02:00
Benjamin Admin cd3e0b15ad fix(advisor): Compliance-Advisor auf prod reparieren — RAG via ai-sdk (bge-m3) + OVH-LLM
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Der Floating-Compliance-Advisor war auf prod kaputt (502): RAG ging ueber
rag-service:8097 (auf prod nicht vorhanden) und der Chat ueber
OLLAMA_URL=ollama-embed (embedding-only, kein qwen2.5vl).

- RAG laeuft jetzt ueber die ai-compliance-sdk /sdk/v1/rag/search (bge-m3,
  prod-erreichbar) statt rag-service -> profitiert vom reicheren Embedding.
  (lib/sdk/agents/advisor-rag.ts)
- LLM-Kaskade: OVH/LiteLLM (gpt-oss-120b) zuerst, Ollama als Dev-Fallback.
  (lib/sdk/agents/advisor-llm.ts; OVH-Env via orca-infra admin-Block)
- ai-sdk: bp_compliance_recht in AllowedCollections ergaenzt (Whitelist war
  inkonsistent — die Fehlermeldung listete es bereits als erlaubt).
- Route auf die Module umgestellt (duenn); Controls-Augmentation unveraendert.
- Tests: advisor-rag + advisor-llm.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-19 09:22:44 +02:00
Benjamin Bönisch 43e02f794a feat(cra): SBOM- + DAST-Findings aus dem Scanner-MCP konsumieren
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Sharangs compliance-scanner-agent exponiert SBOM (sbom_vuln_report) + DAST
(list_dast_findings) als eigene MCP-Tools (nicht via list_findings). Neuer
fetch_all_findings(repo_id) zieht list_findings + SBOM + DAST in EINER
MCP-Session und normalisiert ins Finding-Schema:
- SBOM: ein Finding pro verwundbarem Paket (nicht pro CVE), cwe=CWE-1395
  -> deterministisch CRA-AI-22 (robust gegen Paketnamen wie "sqlite").
- DAST: cwe/endpoint/vuln_type uebernommen -> Mapping via cwe/keywords.
assess-from-scanner nutzt fetch_all_findings + liefert source.breakdown
(code/sbom/dast). DAST hat im MCP keinen repo_id-Filter -> dast_repo_scoped:false
(deployment-weit, transparent geflaggt).

Echte MCP-Daten: Kitchenasty 58 code + 35 sbom + 81 dast -> 174 gemappt
(Coverage 94,3%, alle 35 SBOM -> CRA-AI-22).

Enthaelt zusaetzlich das Qdrant->Prod-Kopierскript (#42, verbatim macmini->prod).

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-18 12:05:05 +02:00
Benjamin Admin 48709bc595 data(iace): fold second NASA harvest into source register (164 docs)
Cumulative resume run added 64 new NASA NTRS docs (query/page pool then
exhausted): 164 total, 73 applicable failures, all public-use licensed.
NASA stays a generic component failure-mode library; not scaled further.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-13 17:01:41 +02:00
Benjamin Admin c8a1a40554 feat(iace): make FMEA harvest cumulative + resumable
Load the prior manifest, seed the seen-set from it + anthropic.jsonl, and add
MAX_DOCS NEW docs per run (100->200->...) instead of re-processing the first
batch and overwriting the register. Widen NTRS paging to page.from 0..400 so
enough fresh usable docs are found after the skip.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-13 15:23:13 +02:00
Benjamin Admin 7273245054 data(iace): fold 100-doc Haiku FMEA harvest into source register
100 NASA NTRS docs processed (Claude Haiku 4.5), 55 applicable failures
extracted with verbatim source quotes; all licences public-use-permitted
(NTRS GOV_PUBLIC_USE_PERMITTED / PUBLIC_USE_PERMITTED), each passes the
failure-knowledge allowlist. Register now serves the real corpus in the
FMEA "Quelldokumente" panel.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-13 14:30:28 +02:00
Benjamin Admin 445079cfb2 feat(iace): FMEA source-document register + Anthropic extraction (Haiku)
Quote-verifiable failure extraction via Claude (Haiku 4.5): PDF sent
directly, tool-schema forces verbatim source quotes + applicable flag +
confidence — replaces the unreliable local llama run. Only applicable=true
tuples ingest into bp_iace_failure_kb; every processed doc lands in the
source manifest.

Frontend: FMEA tab now shows a "Quelldokumente" register (every document we
use, with source + licence + link + what was extracted) served from the
embedded manifest via GET /iace/failure-knowledge/sources. Manifest is
placeholder until the 100-doc Haiku run is folded in.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-13 13:34:41 +02:00
Benjamin Admin 0148d55304 feat(iace): overnight NASA NTRS failure-knowledge harvester
Unattended, bounded (MAX_DOCS), resumable pipeline: NTRS lessons-learned →
public-reuse licence gate → download PDF → pdftotext / abstract / vision-OCR
fallback → Ollama tuple extraction → results.jsonl + bp_iace_failure_kb,
tagged verified=false + provenance for morning review. Never touches the
curated Go set.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-13 00:36:44 +02:00
Benjamin Admin d27c1b9e7d feat(iace): NTRS harvester + licence gate (FMEA P2 stage 1)
Stage 1 of the FailureKnowledge bulk loader: harvest NASA NTRS
lessons-learned with a strict public-reuse gate (NTRSUsable: public
release, not export-controlled/EAR/ITAR, not CUI, PUBLIC_USE_PERMITTED,
no third-party copyright). NTRSPDFURL prefers the PDF download for
downstream text/OCR extraction. GET /iace/failure-knowledge/ntrs runs
the live harvest and returns only the licence-clean records.

Pure parse/gate helpers are fixture-tested (usable vs ITAR / third-party
/ restricted / video-only); accepted licences also pass the FK allowlist.

Next: tuple extraction (abstract -> FailureKnowledge) + Playwright/OCR for
scanned PDFs -> bp_iace_failure_kb.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-13 00:16:41 +02:00
Benjamin Admin fa8ad030cb feat(iace): unified FailureKnowledge ontology + NASA starter (FMEA P2)
The source-agnostic failure ontology shared by the FMEA library and the CE
hazard side: Component → FailureMode → Mechanism → Effect → Hazard → Harm →
Control, each row source+licence tagged. A licence ALLOWLIST
(FailureKnowledgeLicenseAllowed) rejects copyrighted/proprietary/NC sources
up front (© IITRI, DIN/ISO, AIAG, OREDA, CC-BY-NC) — the discipline learned
from the FMD-91/NPRD-91 licence finding.

Seeded with a curated NASA NTRS lessons-learned starter (5 real entries,
public domain). GET /iace/failure-knowledge (+ ?domain=). Tests pin the
governance invariant: every entry must carry a commercially-usable licence.

Next: Playwright+OCR bulk loader (NTRS API → PDF/OCR → tuple extraction) to
grow the corpus from NASA/OSHA/CPSC/MAUDE/NTSB.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-13 00:05:52 +02:00
Benjamin Admin cb82ff74c8 fix(iace): correct FMD-91/NPRD-91 licence — NOT public domain
Verified the actual PDF cover pages: FMD-91 (ADA259655) and NPRD-91
(ADA242083) carry "© 1991, IIT Research Institute. All Rights Reserved"
plus a DoD "distribution unlimited" statement. The distribution statement
permits obtaining/reading the document, NOT reproducing its tables in a
commercial product — treat like DIN/ISO. The earlier P1 docs wrongly
labelled them "public domain" (an unverified research claim).

- Correct the licence in fmea_data_sources.go note + mil_std_1629a_fmeca.md
  + fmd91_nprd_failure_modes.md (read-reference only; tables NOT reproduced).
- The bp_iace_fmea_kb collection was deleted from Qdrant (the mislabelled
  doc removed); methodology docs (MIL-STD/NASA, genuine PD) not re-ingested
  pending review. The Go methodology module (own scales, MIL-STD-anchored)
  is unaffected and stays.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-12 23:41:13 +02:00
Benjamin Admin de140e564e feat(iace): FMEA P1 — open methodology anchors + bp_iace_fmea_kb
P1 of the auto-FMEA build plan: establish the public-domain methodology
foundation (no AIAG-VDA/SAE/IEC tables reproduced).
- fmea_data_sources.go: MIL-STD-882E severity (Cat I-IV→1-10) + probability
  (A-F→1-10 with per-hour λ bands), OccurrenceFromRate(λp·α), SeverityForCategory,
  MIL-STD-1629A CriticalityCm = λp·α·β·t. Own 1-10 projection, government-anchored.
- 4 versioned source docs (MIL-STD-1629A, MIL-STD-882E, NASA RCM, FMD-91/NPRD-91)
  ingested into the new RAG collection bp_iace_fmea_kb (whitelisted).
- Tests for all scales/mappings/criticality (green).

Next (P1 step 2): fetch FMD-91/NPRD-91 bulk λ/α tables from DTIC.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-12 22:59:01 +02:00
Benjamin Admin 755ea44343 feat(iace): refresh architecture tab + data-flow diagram + E1 ingest script
- architecture.go: DataSources now reflect the real ingested set (ESAW 2023,
  BLS CFOI, OSHA OTM, PRISM, cobot CC-BY, HSE) with their RAG collections;
  risk stage cites BLS + the searchable RAG layer; matrix stage now mentions
  the distance-benchmark dimension.
- Architektur & Datenfluss tab: new DataFlowDiagram — 4 lanes (input →
  knowledge/RAG-evidence → deterministic engine → outputs) with live counts.
- scripts/ingest_iace_kb.sh: idempotent E1 ingest — creates the 2 collections
  and uploads the 6 datasources docs against a configurable RAG_URL (for prod
  Qdrant), with retry.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-12 09:18:03 +02:00
Benjamin Admin c35977c925 docs(iace): verify cobot biomech limits against CC-BY papers
Cross-checked cobot_biomech_limits.md against both source papers:
- Behrens et al. 2022 (Frontiers): 10 body regions spot-checked, force
  values match the paper EXACTLY in both columns (pinching + impact).
- Park et al. 2019 (PLOS ONE): lowest/highest/range pressure values exact.
Fix: 28 -> 29 body locations; add a verification stamp. Threshold VALUES
were already correct (no data change), so no RAG re-ingest needed.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-11 20:50:58 +02:00
Benjamin Admin b0ceae4350 feat(iace): open-source safety KB sources + bp_iace_safety_kb (Thema 2)
Versioned, license-tagged source docs for the multi-layer GT knowledge base,
ingested into the new core RAG collection bp_iace_safety_kb (whitelisted in
the RAG search handler):
- prism_risk_methodology.md — OPSS PRISM v2 (OGL v3): full severity(4)×
  probability(8) → risk-level matrix (Serious/High/Medium/Low), RAPEX-aligned.
- cobot_biomech_limits.md — CC BY 4.0 papers (Behrens 2022 / Park 2019):
  force (N) & pressure (N/cm²) pain thresholds by body region (the data behind
  ISO/TS 15066, cited from the open papers — standard tables NOT reproduced).
- hse_example_risk_assessments.md — HSE (OGL v3): qualitative hazard→control.
- osha_robot_safety.md — OSHA OTM (public domain): 250 mm/s teach anchor,
  robot hazard taxonomy, safeguarding hierarchy.

No DIN/EN/ISO/IEC/DGUV content reproduced; each doc states its license + attribution.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-11 19:46:57 +02:00
Benjamin Admin dbb15dbb78 feat(iace): add BLS CFOI fatal-injury source doc (D1)
US severity anchor complementing ESAW: BLS Census of Fatal Occupational
Injuries (public domain), event/exposure distribution 2023-24 + the
machine-relevant "Contact incidents" breakdown (struck/caught/compressed
by running powered equipment: 226/213). Key finding: in MANUFACTURING,
contact is the leading fatal event (104/353 = 29.5%) — independent support
for the model's mechanical-contact emphasis. Ingested into the core RAG
collection bp_iace_accident_stats.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-11 15:57:31 +02:00
Benjamin Admin 0f443b6a9c fix(iace): roadmap group B — citation/license/tier cleanup
C1: drop the misleading OSHA §1910.212(a)(5) fan-guard citation from M602
    (overhead lift clearance) — EN 349 + EN ISO 13854 already cover it.
C2: frame M237's 25/500 mm as Richtwerte to be determined per EN ISO 13854
    (single factual values in prose are facts, not table reproduction — but
    keep the conservative caveat).
C3: keep ergonomic W=2 deliberately and document why — ESAW ranks it the most
    frequent non-fatal mode (24.7%) but that population doesn't transfer to an
    acute machine point-hazard; the machine GT governs.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-11 15:21:25 +02:00
Benjamin Admin 86c0ea6f63 fix(iace): wire M605/M606 into lift patterns so they fire
Adding M605 (drive-limited general speed) and M606 (limited descent on
energy loss) to the library wasn't enough — measures only get suggested
if a pattern's SuggestedMeasureIDs references them. Add M605 to the three
lift crush patterns and M606 to the floor-stop descent pattern (HP2100),
so a re-seed actually attaches them and the distance benchmark closes the
≤150 mm/s gap.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-11 15:06:33 +02:00
Benjamin Admin 0d7194ef89 feat(iace): add distance dimension to GT benchmark
CompareBenchmark now also compares the engine's numeric dimensions
(mm gaps, mm/s speeds) against the professional's GT measures: parses
distance tokens from both sides (German thousands/decimal aware),
reports matched / gt_only (gaps) / engine_only + an agreement %.
Surfaces as result.distances on the existing benchmark endpoint.

Deterministic, no LLM. On the GT-derived seed sessions it mainly guards
DRIFT; its real value is new sessions. Real-GT test pins that the engine
covers the Bremse (250 mm/s, 250/850 mm) and Kistenhub (25/120 mm,
150/75 mm/s) headline dimensions.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-11 14:59:47 +02:00
Benjamin Admin b63f49344a feat(iace): fill lift-measure distance gaps vs GT (M603/M605/M606)
The GT distance benchmark surfaced three Fachmann lift values the engine
carried no measure for: general lift/lower speed (≤150 mm/s), the low-zone
inching regime (<200 mm floor clearance, ≤75 mm/s), and limited descent on
power loss (≤100 mm). Extend M603 (inching) and add M605 (drive-limited
general speed) + M606 (load-holding on energy loss). Values framed as
generic hoist recommendations with EN 1570-1 reference, not GT-memorised.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-11 14:47:21 +02:00
Benjamin Admin 6b41eec176 feat(iace): surface OSHA distance anchor in Maßnahmen tab (name-resolved)
Makes the OSHA minimum-distance anchor visible per measure in a project
without a DB schema change or re-seed: persisted mitigations store the
measure NAME verbatim (not the catalog ID), and measure names are unique
across the 578-entry library (pinned by test), so a name→ID resolver
bridges the gap.

Backend: MeasureIDByName + MinimumDistancesForMeasureName/LinksForMeasureName;
/iace/minimum-distances now accepts ?measure_name=; link table enriched with
measure_name for one-request UI matching.
Frontend: useMinimumDistances loads the link table once and keys it by name;
OshaDistanceNote renders the anchor (value/CFR/license/EU-hint/relation) on the
matching measure group in the Maßnahmen tab.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-11 13:39:48 +02:00
Benjamin Admin 5e18df63b1 feat(iace): ESAW accident-stats RAG pipeline + real 2023 risk anchors
Executes the accident-statistics pipeline for the risk anchors:
- Refresh contactModeEvidence with real Eurostat ESAW figures
  (dataset hsw_ph3_08, reference year 2023): impact 24.0%/21.4%,
  struck-by 13.0%/23.8%, sharp 14.5%, trapped/crushed 13.8% (fatal),
  + new physical/mental-stress mode 24.7% → ergonomic. GT-calibrated
  tier VALUES unchanged; the real data confirms the ordering.
- Add the versioned source document (datasources/esaw_accident_stats_2023.md,
  ESAW CC BY 4.0 + OSHA public-domain context) that is ingested into the
  core RAG collection bp_iace_accident_stats for searchable evidence.
- Whitelist bp_iace_accident_stats in the RAG search handler so seeding
  can full-text search the statistics with citation at seed time.

Two-layer design: the small license-tagged code table stays the deterministic
tier/citation lookup; the RAG holds the searchable source evidence.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-11 12:12:02 +02:00
Benjamin Admin 6846ca6b28 feat(iace): wire OSHA minimum-distance library into measures + endpoint
The May-built OSHA distance library (minimum_distances.go, 29 CFR 1910,
US public domain) was dead code — zero callers, no route, no test, while
the mm values that actually appear in measures are independent hand-prose
(some carrying ISO 13854/13857 values, not OSHA).

This surfaces it without touching the measures response contract:
- GET /iace/minimum-distances (+ ?measure_id=) returns the distances, the
  curated measure→distance link table and the licensing note.
- AllMeasureDistanceLinks/MinimumDistancesForMeasure resolve only the
  defensible links (M600 value_source; M254/M065 public-domain crossref to
  ISO), with the relation made explicit so the join stays honest.
- architecture.go lists the OSHA library so it shows in the audit explainer.
- Tests: inch→mm conversion + license completeness, link integrity, and a
  consistency test pinning that a value_source measure's prose still
  matches the OSHA source (codifies the audit finding as a regression gate).

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-11 11:17:56 +02:00
Benjamin Admin 32ba8d16b1 feat(iace): add data-driven Architektur & Datenfluss explainer tab
Adds an auditor-facing view of the IACE engine: a clickable 10-stage
pipeline flow (Grenzen-Formular → ParseNarrative → Pattern-Gates →
Relevanz → Caps → Gefährdungen → Maßnahmen → Risiko → Normen → Matrix),
plus live library counts, the data-source/license register (incl. the
DIN/Beuth + DGUV exclusions), and the norm-matching logic that reconciles
DIN/ISO/OSHA machine-type vocabulary via canonicalMachineType folding.

Backend: BuildArchitecture() with LIVE counts so the diagram can never
drift; GET /iace/architecture; collectAllNorms() extracted from
SuggestNorms as the single source of truth for the norm-library count.
Frontend: useArchitecture hook + page + new IACE nav tab.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-11 09:35:37 +02:00
Benjamin Admin ee64b7e95c feat(iace): cite ESAW source + license on risk-frequency anchors
Surfaces the public-statistics provenance for the contact-mode probability
tiers so generated risk numbers are auditable and attributed (not RAG —
~a dozen stable aggregate facts are better as a license-tagged code table).

- risk_data_sources.go: RiskEvidence register (Eurostat ESAW figures + CC BY
  4.0 attribution) for the documented contact modes; RiskDataSourcesNote.
- risk_suggestion.go: the W justification now cites the actual ESAW share +
  license where documented; RiskSuggestion gains a data_source field.
- GET /iace/risk-data-sources returns the evidence register + attribution.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-11 09:14:36 +02:00
Benjamin Admin 577ceae4e6 feat(iace): project-wide risk matrix (Severity × Probability)
Adds GET /projects/:id/risk-matrix — a confidence-aware risk view computed
on read from each hazard's category/scenario/lifecycle using the SAME model
as the GT benchmark (no persistence, so it never goes stale against the
model; the hand-defaulted iace_hazards risk columns stay untouched).

- risk_matrix.go: EstimateHazardRisk (single source of truth for S/F/W/P +
  range + level + confidence) and BuildRiskMatrix (per-hazard list + a 5×5
  Severity×Probability aggregation grid with dominant level per cell).
- Frontend: RiskMatrix grid in the Risikobewertung tab (muted colours per
  the confidence-aware tonality), level counts + tool-confidence summary,
  fed by useRiskMatrix. Shows risk for EVERY project, not only GT ones.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-11 08:54:47 +02:00
Benjamin Admin a7dc12f30f feat(iace): risk as confidence range + label in benchmark tab
Report the tool's risk number as a plausible range with a confidence
label instead of a false-precision point value (confidence-aware
tonality — the assessment is confirmed by the DSB / safety expert).

- risk_estimation.go: EstimateConfidence (hoch/mittel/niedrig from how the
  contact mode resolved), EstimateRiskRange (S±1 and aggregate L=F+W+P ±1,
  the empirically validated per-parameter accuracy), RiskLevelRange; share
  the riskBandLabel thresholds with EstimateRiskLevel.
- risk_benchmark.go: RiskComparisonPair gains eng_risk_point/low/high +
  level + level_range + confidence; RiskAgreement gains high_confidence_pct.
- RiskComparison.tsx: per-hazard range "low–high (level range)" + point,
  confidence chip, and an aggregate confidence line; types in useBenchmark.ts.
- Unit tests for the range/confidence helpers.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-10 23:04:56 +02:00
Benjamin Admin 005a2ed711 feat(iace): generic cross-domain leak gates + norm vocab reconciliation
- Domain-gate ~15 foreign machine classes (pool, amusement, paint booth,
  tank farm, reactor, lathe/chips, saw, film/carton, robot, mobile cab,
  asbestos, playground swing) in pattern_domain_gates.go so ungated hazard
  patterns stop leaking into unrelated machines; matching emit keywords
  added in keyword_dictionary.go (gate+emit share one vocabulary).
- Extend the cross-domain precision guard to 6 machine classes (press,
  cobot, motor, welding + the 2 GTs) with per-case homeDomains, so a
  machine's own domain terms are never flagged. GT coverage stays 100%.
- Reconcile the fine-grained norm machine-type vocabulary (455 keys) with
  the 68 canonical dropdown keys via canonicalMachineType() family folding
  in matchNorm — welding 0->17, robotics_cobot 0->6, press 8->13,
  circular_saw 1->35 machine-specific C-norms. Pattern gating left strict.
- Fix initialize?force=true summary index-shift that mislabeled counts
  (reported matched-patterns as "hazards"); now uses named step vars.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-10 22:29:10 +02:00
Benjamin Admin 3aa49f9553 Merge origin/main into iace precision/component-review work
Resolved .claude/rules/loc-exceptions.txt: removed the temporary
iace_handler_init_helpers.go exception — the file is now split to 455 lines
(< 500) in commit afb3f83, so the exception is no longer needed (per the note
the other session left on that entry).

[guardrail-change]
2026-06-10 17:24:49 +02:00
Benjamin Admin afb3f83f30 feat(iace): cross-domain precision overhaul + component review + schema reconcile
Engine precision (stop foreign-machine patterns leaking into a project):
- Wire project.MachineType into the engine machine-type gate (empty input no
  longer fires every machine class — press/cnc/excavator/crane/medical...).
- Capability-domain gating extended by 7 domains (outdoor, ventilation,
  machining, bulk, palletizer, playground, fitness) so domain-specific hazards
  only fire when the narrative names that domain; emitted via keyword_dictionary.
- Relevance backstop moved into iace (single gating contract, testable), and its
  dominant false-anchor class removed (a long pattern word no longer matches a
  short common token; prepositions/leitung added to the generic stoplist).
- New guard tests: TestCrossDomainPrecision (full pipeline, 0 foreign per GT) and
  TestPatternReachability now asserts 0 dead patterns. Both GTs keep coverage 1.0.

Reachability fix: the 51 dead patterns required electrical/pneumatic/hydraulic
tags nothing produced — renamed to the canonical electrical_energy/
pneumatic_pressure/hydraulic_pressure/hydraulic_part.

Component review (negation is best-effort + expert-correctable):
- Parser surfaces negated components (ComponentMatch.Negated) instead of dropping
  them; negated contribute no tags/energy → no phantom hazards.
- presence_status (vorhanden|nicht_vorhanden|geloescht) + ce_marked on components;
  only `vorhanden` feed matching. CE+safety-relevant flags the PL/SIL obligation.
- Force re-seed preserves the expert's component decisions instead of wiping them.
- Tag-based component→hazard assignment (was: all on the first component).
- Negation-aware narrative parsing ("keine Pneumatik" no longer extracts it).

Local-dev DB: ai-sdk sets search_path=compliance,core,public; reconcile migrations
152-156 bring the consolidated local iace tables to the current schema + add the
presence_status/ce_marked columns. Machine-type vocabulary endpoint for the form.

[migration-approved]

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-10 17:15:55 +02:00
Benjamin Admin 3e2bd91209 fix(ci): unblock deploy on main — test-go vet, loc-budget, build-sha
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test-go (go vet runs as part of go test) failed on two pre-existing iace spots:
- cmd/iace-audit/main.go: 6x fmt.Println with redundant trailing \n
- internal/iace/document_export_sources.go: duplicate `r == ';'` clause

build-sha-integrity failed because the alpine job installs python3 but not
pyyaml, so `import yaml` raised ModuleNotFoundError. Add py3-yaml to apk.

loc-budget flagged iace_handler_init_helpers.go (530 lines, committed state).
The other session already split it to 455 in the working tree (uncommitted);
grandfather it until that split lands, then remove the exception.

Verified locally: go test ./... all ok, go vet clean, check-loc.sh exit 0.

[guardrail-change]

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-10 14:17:27 +02:00
Benjamin Admin c4d9b1426f fix(iace): lower EstimateFrequency tiers — engine F was ~1 too high vs the GT
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Diagnosis: engine F mean 3.56 vs professional 2.56; the dominant disagreement was
normal-operation hazards getting F=4 where the professional assigned 2. Lowered
the lifecycle→F mapping (normal operation 4→3, occasional phases 3→2). New
TestGT_RiskComparison_CrossGT runs the exact production comparison on BOTH GTs:
F within±1 rose to 95% (robot cell) and 94% (lift) — generic, not lift-tuned.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-09 19:02:18 +02:00
Benjamin Admin 2677bca9ca feat(iace): benchmark risk comparison (traffic lights) + misuse pattern + 1:n matcher
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#1 Risk-number comparison in the benchmark: ComputeRiskComparison derives the
tool's S/F/W/P + Fine-Kinney per matched hazard and compares to the GT values;
exposed on the benchmark response and rendered in a new RiskComparison table
with GREEN/YELLOW/RED traffic lights on the risk number R (like the Excel),
plus per-axis within-1 agreement cards.

#2 Generic misuse pattern HP2103 "Personenbefoerderung auf Hebezeug" — gated to
lift-family machine types, fires for ANY lifting device (not machine-specific).

#3 Benchmark matcher is now 1:n — one broad engine hazard may cover several
fine-grained GT sub-scenarios (foot/hand/leg crush), so coverage reflects real
risk coverage rather than 1:1 wording matches.

Validated on BOTH ground truths (robot cell + lift): leakage 0, ghosts 0,
coverage held.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-09 17:24:52 +02:00
Benjamin Admin 0f04eee746 feat(iace): read ALL limits-form fields + always include universal lifecycles
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(1) extractNarrativeFromMetadata now reads every limits-form field generically
(no whitelist) — intended use, foreseeable misuse, all machine limits and all
four interface groups (electrical/mechanical/pneumatic/software). Field-schema
drift no longer silently drops hazard sources.

(2) withUniversalLifecycles always adds normal_operation/setup/maintenance/
cleaning to the matched lifecycle phases — these occur on virtually every
machine and the professional assesses them, so their hazards must be derived
even when the form omits them.

Kistenhubgeraet recall jumped 42.9% -> 74.3% (electrical 9% -> 82%) from the
field-name fix alone; this broadens it further.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-09 16:50:06 +02:00
Benjamin Admin 1ffdb99650 fix(iace): narrative extractor ignored most Grenzen fields (field-name mismatch)
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extractNarrativeFromMetadata looked for field names that don't exist in the real
limits-form schema (interfaces_description, control_system_description,
energy_sources, space_limits, foreseeable_misuse), so it effectively read only
general_description + intended_purpose. The electrical/mechanical/pneumatic/
software interface fields — each a hazard source — were silently dropped, which
is why electrical hazard coverage was 9% for the Kistenhubgeraet.

Now reads the actual schema fields incl. electrical_interfaces /
mechanical_interfaces / pneumatic_hydraulic_interfaces / software_interfaces /
energy_supply / spatial_limits / foreseeable_misuses, plus array fields
(operating_modes, person_groups, industry_sectors). Legacy names kept.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-09 16:44:29 +02:00
Benjamin Admin a48e919caa fix(iace): scan ZoneDE in domain gate (catches zone-only domain hints)
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A "Splitterflug bei Werkzeugbruch" pattern leaked into a lift re-seed because
its press hint ("Pressraum") lives in ZoneDE, which applyDomainGates did not
scan. Add ZoneDE to the gated text. Leakage stays 0, ghosts 0, coverage held.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-09 16:15:34 +02:00
Benjamin Admin 7b3a6f0dcd fix(iace): close domain-gate gaps — generic patterns with press/welding/glass text
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Observed on a real Kistenhubgeraet (lift) project: generic mechanical patterns
(e.g. HP1000 "Quetschen Arm zwischen Pressenteilen") carry NO machine type and
only generic tags (crush_point, rotating_part), so they fired for a lift; the
narrow domain-gate terms missed their press/welding/glass wording.

Broadens domainGateTerms (pressenteil, pressraum, blechbearbeitung,
punktschweiss, schweisselektrod, elektrodenspalt) and adds a dom_glass domain
(glasschneid/glasbearbeitung/...) with its emit keywords. New test pins that the
four observed leakers now require a dom_* tag. Ghost=0, Leakage=0, coverage held
on both GTs.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-09 16:08:02 +02:00