The review's key point is that the error ran BOTH ways.
Overstatement, narrowed to canonical scope:
- BS-1 variants claimed "eliminated manual wafer inspection", "no manual
intervention" and "unattended quality monitoring". Canonical BS-1 supports a
qualitative reduction whose size is unverified. Reworded; the scope limit is
now stated inline where the variants are written.
- bundle_data_platform called BS-1 a "zero-downtime constrained deployment".
Integration into a fab that runs continuously is not a measured zero-downtime
property.
- experience_swisscom carried "grounded retrieval" as a skill and ATS keyword
while SW-8 records retrieval implementation as explicitly unknown, and its
reframing note invited "evaluation discipline" although formal model
evaluation is a globally forbidden pattern. Both removed.
- PyTorch sat in bundle_ml_ai_engineer as a bold tool and an ATS must-include
with no certification context - the exact way the context gets lost.
Undervaluation, the half that quietly costs him roles:
- BS-6 (Linux administration, intensive Ansible incl. self-written extensions)
has been canonical since 2026-08-27 but appeared in NO bundle, so the normal
selection paths could not see it. Added to the data-platform and data-engineer
bundles with its currency limit (employer-side ended Dec 2022; PP-3 is
personal) and the standing GitOps prohibition.
- Linux, Ansible and Bash were missing from skills_taxonomy entirely.
- skills_taxonomy still said the IBM certification year was "not recorded" and
that PyTorch needed verification; both were settled on 2026-08-27.
Not rewritten, deliberately: the NVIDIA and RUAG cover letters state the
production line could not be stopped. That exceeds the canonical record but is
plausible and both are already submitted. Recorded as an OPEN ITEM in
experience_bosch.md to be confirmed with the user before any reuse.
Validator PASS, 31/31 tests.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Qej5SBvhcbGXHwLqNWiskM
RUAG C5I - AI Engineer C5I (Thun, app ID 18027): SUBMITTED 2026-08-27.
Evidence Fit 74/100, fit class Stretch, title-capability hard gate FAIL
(R1 build/operate the AI-LLM platform and R2 in-house LLM/retrieval are
Adjacent, not Direct) - all knowingly accepted under the user's explicit
Phase 0 override. Consumes the cohort's sole Stretch slot: cohort is now
6/10, Stretch 1/1.
Critique ran twice. Round 1 scored the documents 85/100 and raised three
Tier 1 items; Round 2, after the fixes, scores 93/100 with truth and
provenance 24/25 and zero Tier 1 findings. Evidence Fit did not move and
was not allowed to: PP-3 is a personal project and cannot convert an
Adjacent title-capability into a Direct one.
Documents (.tex is the deliverable; PDFs are gitignored):
- resume 2pp/13 bullets, letter 1pp/295 words, both validators PASS
- headline is now the canonical title "Staff Data, Analytics & AI
Engineer", which puts the req's own word above the fold
- PP-3 added as a Projekte section - the only current Linux/hardening
evidence, since BS-6 ended Dec 2022
- the letter names the AI-platform gap in one sentence, then connects
SW-5 to C5I's stated DevSecOps model
- "governte" -> "governance-konforme"; JD term coverage 18/22 -> 22/22
claimable, with all six gap terms still correctly absent
Two defects found and fixed that the first critique missed:
- the resume never loaded babel, so a German document was hyphenated
with English patterns (Hal-bleiterfertigung, Tran-skription). Fixed
with babel[ngerman] plus a Transkription exception; this also cleared
an overfull box. Check this on every future German package -
resume_template.tex likely has the same omission.
- IBM AI Engineering had no primary-source record. Certificate read
directly (IBM via Coursera, 4 Jun 2020, verify 3ZBZFVAL6A34), recorded
as entry #8; it also proves PyTorch, now evidence: certification.
Also included: the submitted Kdo Cy DevOps Engineer III package, the
Capgemini omit rule promoted into config.md, BW-1 canonicalized in
experience_bundeswehr.md, and a scout.py comment correcting the
telenorgroup slug from "near-empty" to a claimed board serving stale
phantom listings that DEMO_TITLES would not catch.
Compensation, PSP/project eligibility and role level were never resolved
before sending and are now live screening topics.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01JMcHCsTKWvVzqyLChF5ckk
Aker BP ASA — Data Product Architect (FINN 469067315): archive the finalized
resume/CL sources, JD, session and critique. Submitted 2026-07-30 ahead of the
2026-08-02 deadline; logged as applied in the scout decision log and marked
SUBMITTED in Active Sessions.
KB: record Atlassian Compass as Swisscom's metadata/catalogue platform for data
products and lineage (user-confirmed 2026-07-29). Practitioner use only —
claims.json forbids claiming administration, rollout or ownership, and it is
explicitly not a substitute claim for Purview, Collibra or Alation.
Also: close out the Google Business Home session (no interview), extend the job
scout, and allow the job-board domains used during the Aker BP research.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Add BIS Basel and NATO JWC Stavanger application output (resume/CV, cover letter,
session file, critique) plus the Bundeswehr experience file backing the NATO
package; update session status tables in AGENTS.md/CLAUDE.md; record two new
Bash allowlist entries for the job scout venv. tmp/ is scratch working files,
now gitignored.
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
BS-5 was a thin "C# extensions" note; now records the verified reality
(Playwright scrape of community.spotfire.com, 2026-06-15): co-ownership
of Bosch's Spotfire analytics platform and the TAF 2022 co-presentation
"Understanding Spatial Variability in Semiconductor Products with
Spotfire Map Charts". Reframing bumped to MED-HIGH for BI-bridged JDs;
new 1L/2L variants. First consumed by the Microsoft ISE package (merged
BS-3+BS-5 bullet; TAF talk reserved for the CL).
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
dennisthiessenandClaude Opus 5