Second-pass review of this session's work by another agent. It corrected several
real mistakes of mine and finished F06 gaps I had left open. Reviewed, verified
and committed as-is.
THE MISS THAT MATTERS
`job_scout/state/applications.json` — the authoritative application registry
introduced by F02 — was never actually tracked. `job_scout/state/*` in
.gitignore silently excluded it, so my checkpoint commit afdef7e claimed to add
it and did not. Only `application_cohort.json`, the GENERATED projection, was
version-controlled; the source of truth and the migration history backup were
not. .gitignore now carries explicit negations for both.
MY ERRORS, CORRECTED
- "kastellaun" was in CH_LOCATION_KEYWORDS. Kastellaun is in Rhineland-Palatinate.
I took it from a Bundeswehr reserve listing and filed it under Switzerland -
precisely the class of bug F12 existed to fix.
- The F12 fix only widened the keyword list; SmartRecruiters still discarded the
structured country, which was the concrete case the review named
(city=Baar, country=CH). The adapter now preserves it, and a COUNTRY_NAMES
mapping gives country precedence over a bare town name.
- F15 was applied to Taleo and Prospective only. Greenhouse still wrote
`updated_at` into `posted`; it now uses `published_at` and carries provenance.
- My negation guard `\b(no|not|...)\b[^.;]{0,60}$` was too loose - an unrelated
"not" within 60 characters could mask a real claim. Tightened to require the
negation to govern the term.
- F18's retirement of the macro-count rule missed "Four to six compact skills
lines" in the workflow; removed now.
F06 GAPS I LEFT OPEN, NOW CLOSED
Date-format validation on education/employment periods (the 2035-99 case named
in the review), evidence-structure validation, referential integrity on evidence
source files, and the missing-identity KeyError.
F10 TAKEN FURTHER, AND RIGHTLY
I demoted the US-GPA fields to *_orientation_only. They are now removed
entirely, with grade_output_rule saying what to do instead: use the German grade
and scale, and if a recipient requires a US GPA, use THEIR method and record it.
Keeping a number derived by a non-recognised method invites its use.
Also: the Capgemini omit-preference now sits in experience_capgemini.md itself,
alongside the instruction not to fill or explain the intentional gap.
BIS BASEL - REJECTED 2026-09-11
jr100429, applied 2026-07-10, no interview, no reason given. Recorded in the
registry with a dated event and in the decision log; the "prep interview brief
when screening lands" next action is cleared. This also settles the 2026-09-04
observation that the req had vanished from the BIS board - it was a real
rejection, not just a closed posting.
VERIFICATION I RAN MYSELF BEFORE COMMITTING
49/49 tests. Validator PASS with 0 advisory warnings. Package manifest and
registry views current. All 12 F12 location cases still correct, including
Kastellaun now rejecting. The F05 counter-proof still catches all 9 violations.
SBB, NVIDIA, RUAG and Kdo Cy resumes still scan clean. Diffs are net-additive
across every reference file - the deletions are replacements, not losses.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Qej5SBvhcbGXHwLqNWiskM
4.5 KiB
Shared Operations — All Application Skills
Canonical Evidence Preflight
Before generation, editing or critique:
- Read
resume_builder/canonical/claims.jsoncompletely. - Read
config.md,AGENTS.mdcorrections andresume_builder/reference/current_applications.md. Application status is authoritative injob_scout/state/applications.json; the Markdown view and old cohort JSON are generated projections. Historical events are not current instructions. - Run
python resume_builder/helpers/validate_resume_system.py. - Treat canonical claims as higher authority than extractions, experience files, bundles, sessions or outputs.
- Never use a file under
output/as source content for a new application. Consultresume_builder/canonical/historical_outputs.json. - Omit or ask about anything absent, ambiguous or unverified.
JD Integrity
- Use the real posting text verbatim.
- A URL is not a JD; retrieve the visible posting body first.
- Do not reconstruct, infer or complete a missing posting.
- If the real JD cannot be obtained, stop and ask the user to paste it.
- Record source, retrieval method, retrieval date and posting status in the session.
- Recheck that a live role still exists before investing in a package.
For JavaScript-heavy boards, use the in-app Browser skill or the existing Playwright environment under job_scout. Save the retrieved text in the output folder.
Fit Before Writing
Read resume_builder/reference/application_strategy.md and critique_framework.md. Complete the Evidence Fit and hard-gate assessment before planning bullets.
- Core: proceed.
- Adjacent: proceed selectively and state the serious gap.
- Stretch: confirm user intent before full generation and state the gap plainly. There is no cohort capacity to check -- the slot caps were dropped 2026-09-05 (
application_strategy.md). - No-go: record the decision; do not generate a package unless the user explicitly overrides after seeing the gate.
Audience and Cover-Letter Decisions
Select the appropriate profile in resume_reference.md before writing, including Denmark/Norway when applicable. International Tech is the default for international tech recruiting; employer requirements take precedence.
Apply cl_reference.md and record Cover Letter Decision: YES/NO. A deliberately omitted letter is a valid complete package.
Session Files
Store each application at output/<Folder>/session_<name>.md; use session_file_template.md for new sessions.
Derive <name> from company and role using lowercase underscores. Related files use the same key:
session_<name>.mde2e_<name>_resume.tex- optional
e2e_<name>_cover_letter.tex critique_<name>.md
To find a session from a .tex path, strip e2e_ and the document suffix, search the same folder, then output/**/session_*<company>*.md.
Re-read the session at the start of each phase and resume from its Status. Do not restart completed work.
Folder Creation
At the start of an approved application:
- Create
output/<Folder>/. - Copy the verbatim JD into it.
- Create the session file.
- Copy
resume.clsand the selected template only when generation begins.
Do not copy a prior application resume.
Validation and Visual QA
After creating or editing a document:
- Run
python resume_builder/helpers/validate_resume_system.py --document <file.tex>. - Compile with the local LaTeX distribution.
- Inspect the PDF at normal size.
- Extract text with
pdftotextand verify heading/employer/title/date order. - Check page count, clipping, overlap, page breaks and contact information.
Character counts may diagnose an unwieldy bullet, but there are no target character bands and no page-fill quota.
Finalization
After explicit approval:
- Verify the session, resume source/PDF and critique exist.
- Verify the cover-letter source/PDF only when the session decision is YES.
- Run the canonical validator again on every submitted document.
- Copy final PDFs to
Dennis_Thiessen_Resume.pdfand, when applicable,Dennis_Thiessen_Cover_Letter.pdf. - Record submission date, fit class, Evidence Fit, hard gate, channel and outcome status.
- Add the application to the active cohort with
cohort_tracker.py add.
Progress and Recovery
Give short progress updates at major steps. Before ending or clearing context, update session Status and the application registry through the tracker; regenerate its views. Do not duplicate status in AGENTS or CLAUDE. If interrupted, add a Resume Point describing completed work and the exact next action.