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Releases: ai-job-search-dev/ai-job-search

v1.7.3 - Least privilege, postings checked before use, and fifty-eight fixes

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@MadsLorentzen MadsLorentzen released this 19 Oct 16:42
84808ee

A patch release in two halves. The security model now does what the docs said it did: skills and agents get only the tools they need, the permission file ships rules that hold even in bypass mode, and every job posting is checked for hidden instructions before anything reads it. And contributors closed fifty-eight bugs in two weeks, most of them found by running the real tools against real data. Seventy-one entries.

Highlights

Least-privilege skills, agents and permissions (#642, #654)

A public review by an AI agent read the shipped configuration and concluded that local use was unsafe as configured. It had a point. The job-application skill's frontmatter granted bare Bash, Edit and Write. The scraper pre-approved bun run on any CLI path. And the /apply reviewer and the /rank scorers ran as general-purpose agents with every tool while they held untrusted posting text. Now:

  • Skill frontmatter grants nothing beyond what settings.json already allows. The security guard checks every skill and command frontmatter against an exact allowlist, and a portal skill may grant only its own CLI.
  • settings.json ships deny rules that hold in every permission mode. They block uploads via curl/wget, scp, ssh, nc, and reads of .env and credential folders. ask rules cover edits to the permission files themselves and git push.
  • The agents that read postings can read, fetch and search, but not edit or write. These are posting-fetcher, posting-scorer and application-reviewer. The guard now requires every agent definition to declare its tools.
  • The 403 retry is tools/fetch_page.py, not a documented curl. It makes one GET, checks robots.txt first, and has no upload path.

SECURITY.md now lists every shipped grant, its lifetime and its guard in one table, and says plainly what the permission layer does not do.

Every posting passes an integrity gate (#654)

"Postings are data, never instructions" was only as strong as the model's adherence. tools/posting_guard.py now removes hidden HTML and comments, strips zero-width and bidi characters, quotes instruction-shaped lines, and flags mixed-script words and URLs that exist only in hidden content. /apply, /rank and /interview show its one-line verdict. A clean posting costs one line and no prompt; on a flagged one /apply asks before continuing and /rank marks the row. It advises and never blocks.

Salary data converts and looks up correctly again (#615, #570, #571, #572, #576, #584, #590, #592, #594)

The real IDA workbook had stopped converting after a header rename (Firmanavn og by). It converts again. A run of fixes also makes conversion robust to:

  • chart-only tabs,
  • Unicode whitespace grouping,
  • non-finite text cells,
  • whitespace-only company names.

Lookups now match Nestle to Nestlé, accept a BOM-prefixed file, and tell a missing index from a suppressed one.

Portal CLIs reject bad input instead of searching anyway (#555, #561, #568, #573, #577, #538, #540)

Missing option values, empty facets and invalid --format flags now exit with BAD_ARG instead of running an unfiltered search. Three portal-specific fixes:

  • jobnet-search sends external ads to the employer's own URL.
  • jobdanmark-search detail renders its description as text.
  • jobbank-search keeps repeated filter values.

New: python3 tools/install_portal_clis.py installs every portal CLI with one cross-platform command.

/rank and /scrape keep their state honest (#534, #535, #501, #608, #617)

/rank now:

  • retries a posting it could not fetch instead of expiring it,
  • retires scored jobs whose deadline has passed, even when nothing new arrived,
  • tries an installed portal CLI's detail before WebFetch for portal URLs.

job_key.py no longer gives two postings one key when a title or company is partly non-Latin.

Fork maintainers: what to reconcile

Pull this tag rather than raw master, then check four things:

  1. .claude/settings.json gained ask and deny blocks, and the guard requires them. If you customised settings.json, keep your own allow lines and take the two new blocks as they are. A portal skill of your own still needs its path-scoped bun run line in settings.json and in ALLOWED_PERMISSIONS in tools/security_guards.py. Its SKILL.md may grant exactly its own CLI and nothing else.
  2. Agents need a tools: list. Guard check 5 fails on any .claude/agents/*.md without one. gemini-research-expert.md is gone. If you used it, restore it from history in your fork and give it a tools: line.
  3. Compile and cleanup now prompt in default mode. The bare Bash grant used to cover lualatex/xelatex and the rm -f of build files. A lualatex:* rule would also approve -shell-escape, so these are deliberately not pre-approved; approve them when asked.
  4. Three methodology files moved (framework_version). job-application-assistant/SKILL.md went 1.3.4 -> 1.3.6, 09-web-research.md 1.1.1 -> 1.1.5, and 05-cv-templates.md 1.4.5 -> 1.4.7. check_upstream_updates.py flags them; re-read them before merging your edits over them.

Also in this release

  • /reset keeps the profile headings, the Languages table header and the framework_version frontmatter intact. It also clears nested document entries while keeping the folder scaffolds.
  • The upstream tooling (upstream_triage, framework version checks) now handles UTF-8, fork deletions, new files and dependency order correctly.
  • verify_pdf.py --ascii-dates and verify_layout.py stop misreading numbers and page positions.
  • freehire-search names this project in its User-Agent and uses a lighter endpoint for --no-description (#631, #633). Both came from freehire's own maintainer.

Thanks to everyone who reported and fixed this cycle:

  • rudycelekli, for 24 merged fixes.
  • ayobamiseun, for 15.
  • oscarbol09, Mgobeaalcoba, strelov1, ahmed-husssain, yang2632, timaero, mohamedelawakey, luochen211, jonathanwxh-cell, canmugan, ahmedashraffcih, NishilRathod, Bortlesboat and AndreStabile.
  • The reviewer whose public critique started the security work.

v1.7.2 - Measured PDFs, CLIs that stop trusting the digits, tools that survive non-ASCII

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@MadsLorentzen MadsLorentzen released this 29 Sep 18:32
d7287ec

A patch release with one theme: the checks the workflow documented now actually run, and the tools stop breaking on anything that is not ASCII. Compiled PDFs get measured instead of eyeballed, the portal CLIs stop trusting the digits in a URL, and every Python tool survives a Cyrillic posting or a Turkish robots.txt on Windows. Thirty-two entries, twenty-four of them fixes, most reported and fixed by contributors within days of each other.

Highlights

/apply measures the PDF instead of looking at it (#378, #476, #458, #498, #465)

tools/verify_layout.py measures what Step 5b previously only eyeballed: per-page text extent, bottom whitespace, the largest internal gap, footer collisions, and an entry header stranded at a page break. It exists for a failure every other check missed: a moderncv \cventry is unbreakable, so an entry that does not fit jumps to the next page and leaves a hole while the document still compiles, still has the right page count, and still passes verify_pdf.py. Step 5b now also runs the page-count check it had been claiming Step 5d ran (nothing in the workflow passed --pages at all). verify_pdf.py --contains sees through LaTeX's typographic substitutions, so --contains "Master's degree" and --contains "2016-2024" no longer report a keyword missing from a document that plainly contains it, and the new --ascii-dates flag reads the raw text layer for the one thing the fold must not hide: a year joined to an en-dash, which a real Workday import dropped together with the date. Poppler stays optional; a missing or xpdf pdftotext degrades to a skipped: exit 2 that now names both causes.

Portal CLIs stop trusting the digits (#448, #500, #435, #460, #504, #505)

jobindex-search detail fetched any URL verbatim and, when the path did not match, returned a well-formed fake posting built from whatever page came back. linkedin-search detail took the first six-plus-digit segment from any URL, so a Greenhouse or Lever apply link fetched whichever LinkedIn posting carried that number, with exit 0. Both now parse the host for real and exit 1 with the BAD_ID contract before any request, matching the rest of the CLIs. jobnet-search detail no longer reports an externally hosted ad as not found, jobdanmark-search detail backs off on 429/5xx like every other portal, and freehire-search decodes HTML entities in titles and keeps the salary period, so a yearly figure no longer reads as monthly.

Non-ASCII stops crashing the tools, especially on Windows (#490, #486, #485, #487, #506, #480, #503)

A piped stdout on Windows defaults to the ANSI code page, and that is how Claude Code runs every tool. A single Cyrillic, CJK, Devanagari, Polish or Turkish posting ended /rank with UnicodeEncodeError before any output reached the workflow; every Python tool now writes UTF-8 at entry, and the Linux CI reproduces the Windows failure through PYTHONIOENCODING. /rank's tracker matching keeps Unicode company and role names instead of collapsing them to nothing, handles a BOM on a reordered CSV header, and rejects invalid score dimensions before saving. Distinct non-Latin company names no longer share the unknown-company job key. robots_check.py decodes curl output as UTF-8, so a robots.txt with a CJK rule no longer reads as UNCONFIRMED on a Windows locale, and a non-ASCII disallow rule that silently never matched now does. Two docstrings that quoted \h and \s unescaped printed a SyntaxWarning on every run; both are fixed and a compile check over tools/*.py and tests/*.py keeps the next one out.

State on disk stays honest (#441, #425, #440, #455, #444)

seen_jobs.json keys are now a pure function of the posting, owned by tools/job_key.py instead of described in prose, so two runs can no longer store one job twice by truncating a title at different points; --audit reports legacy entries and never rewrites them. /gmail-sync and /outcome keep commas, quotes and line breaks out of the tracker's notes column, which used to shift three columns left on a subject as ordinary as Re: Your application, Data Scientist. /outcome and /interview no longer confuse two roles at the same company when archiving. And the 09-web-research.md curl snippets fail loudly when $SCRATCHPAD is unset instead of writing into the checkout.

New in the workflow (#467, #468, #437, #439, #474)

/apply Step 1 verifies the posting URL's host against installed portals and the six standard ATS apexes, flagging look-alikes and unknown hosts before any drafting tokens are spent. /setup ingests project writeups from documents/projects/, and /expand mines public GitHub repositories, both into the ## Independent Projects section of the profile. /outcome stale [N] batch-resolves applications quiet for 60+ days with explicit confirmation. /add-template keeps a registered template's intermediates in build/.

Fork maintainers: what to reconcile

Pull this tag rather than raw master, then check four things:

  1. Two framework_version markers moved. 05-cv-templates.md 1.4.3 -> 1.4.5 (the "Date fields must be ASCII ranges" section now names verify_pdf.py --ascii-dates, and the pdflatex preamble gains a T1 line) and 09-web-research.md 1.1.0 -> 1.1.1 (the $SCRATCHPAD guard). check_upstream_updates.py flags both; if you personalised those files, re-read the changed paragraphs before merging yours over them.
  2. cv/main_example.tex gains one guarded preamble line, \ifpdftex\usepackage[T1]{fontenc}\fi, a no-op under lualatex. A clean 3-way merge unless you edited the preamble; tailored CVs compiled with lualatex need nothing.
  3. .claude/settings.json gains four path-scoped lines (tools/job_key.py and tools/verify_layout.py, python and python3 each) and tools/security_guards.py requires them; .gitignore gains build/ and documents/projects/**. Forks with their own allowlist should take both hunks.
  4. seen_jobs.json needs no migration, but new scrapes key differently from entries written before tools/job_key.py; /scrape matches stored postings by URL regardless of key, so nothing is re-presented as new. Run python tools/job_key.py --audit if you want to see the legacy entries.

The fork-skip guard in test_setup_command.py now matches test_placeholder_integrity.py (#463), so a personalised fork's CI is no longer permanently red on that class. Note that both still run when GITHUB_REPOSITORY is unset, so a local run on a personalised fork stays red; the fix is invited as #496.

Also in this release

  • Real Excel workbook integration tests for the salary converter (#489), and two salary fixes: a bare Count/Index column pair now pairs instead of splitting into a false "too few employees" row (#470), and the privacy footnote prints only when a row actually carries N/A* (#475).
  • verify_layout.py's skipped: message names both causes of a broken extractor, including Poppler 26.0x before 26.05 aborting on any hyperref PDF with an empty Info field (#465, #451).

Thanks to everyone who reported and fixed this cycle: ayobamiseun for eleven merged fixes across the CLIs, /rank and the salary tools; InstinctEx for the job-key and $SCRATCHPAD work; oscarbol09 for the four workflow additions and the jobnet fallback; jakob1379 for the tracker, archive and build/ fixes; YanCheng-go for verify_layout.py; yang2632 and Souptik96 for the docstring and extractor-message fixes and the review catches; iAbhiNaV2005, Nnoot02, canmugan and sahilsahu4102 for the URL, fork-CI, robots and freehire fixes; and 9scorp4, main-sounds-audio and Holo-Eter for the reports that started several of them.

v1.7.1 - Cheaper ranking, portals that fail loudly, forks that stop fighting CI

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@MadsLorentzen MadsLorentzen released this 06 Sep 18:19
1a116b3

A patch release with one theme: the workflow stops paying for work it does not need and stops hiding work it failed to do. /rank no longer drags your whole job history through the conversation on every run, the portal CLIs now refuse bad input instead of silently returning the wrong thing, and forks get a clean CI and a complete /setup. Seventeen entries, fourteen of them fixes, most of them reported and fixed by contributors within a day of each other.

Highlights

/rank is bounded and keeps its state on disk (#395, #424, #425, #390)

A bare /rank used to score the entire backlog in one go and read the whole of seen_jobs.json into the conversation twice per run - a cost that grew for the life of a workspace and was paid regardless of batch size (one reporter measured a 188 KB state file). --limit <N> now bounds each run to ten jobs by default, independently of --top, and reports what it deferred. tools/rank_state.py owns the state traffic: candidates selects and projects only the fields a scoring agent needs, sweep runs the expiry pass on disk, and apply writes results back atomically. Scoring policy is unchanged, and every existing write-back rule (legacy location migration, null deadlines never erasing a stored one, verbatim strengths and gaps) is pinned by tests. /rank also now flags postings whose stored posted_date is more than 30 days old.

Portal CLIs fail loudly instead of lying (#426, #429, #371, #416, #418, #421)

The sharpest fix of the release: the unknown-flag guard in the four bunli-based CLIs only inspected --long flags, so an undefined short flag was silently discarded and the search ran unfiltered - search -q "sygeplejerske" on jobnet returned 18,210 ads with exit 0 where the correct flag returns 669. Both dash forms are now checked. The detail commands of jobbank, jobdanmark and jobnet accept full posting URLs as the contract always said they should, linkedin-search rejects fractional numeric flags instead of truncating them, and a one-CLI-at-a-time audit closed three crashes where a single null field from a portal API killed the whole run (a jobbank feed date, a jobnet publication date, a jobdanmark autocomplete item).

Forks get a clean CI and a complete /setup (#405, #433, #396)

The python-tests job ran the upstream-only placeholder-integrity tests on every personalised fork and failed permanently; they now skip when GITHUB_REPOSITORY is a fork and still run locally and upstream. /setup now fills the contact blocks inside 05-cv-templates.md and 06-cover-letter-templates.md - the two templates /apply compiles from - which a full run previously left as [YOUR_NAME] and [YOUR_EMAIL]; /reset restores them. And settings.json no longer pre-approves bun run on arbitrary files: the allowlist is one path-scoped entry per shipped portal CLI.

Salary data tools stop failing silently (#414, and the salary_lookup.py null fix)

convert_salary_excel.py could mistake a source-citation line above a real header for the header itself and drop every company's salary data with exit 0; header detection now requires cross-cell corroboration and warns when a sheet yields no salary columns. salary_lookup.py no longer crashes on a null metadata or categories field.

Fork maintainers: what to reconcile

Pull this tag rather than raw master, then check three things:

  1. /rank behaviour changed. A bare run now scores at most 10 jobs and reports the rest as deferred; pass a larger --limit if you relied on scoring everything in one go. State moves through tools/rank_state.py; if you customised rank.md's Step 1 or Step 4, re-read the new versions before merging your changes over them.
  2. .claude/settings.json changed twice. The blanket Bash(bun run:*) entry is gone in favour of one path-scoped line per shipped CLI, and two python tools/rank_state.py lines were added. A fork with its own portal skills needs its own path-scoped bun run line per skill (and the matching tools/security_guards.py entry), or /scrape will prompt once per run.
  3. /setup and /reset cover two more files. If you already personalised 05-cv-templates.md and 06-cover-letter-templates.md by hand, nothing changes; if you have not, re-run /setup --section for the contact blocks or edit them directly.

No framework_version marker changed in this release: the methodology files under job-application-assistant/ are as they were in 1.7.0.

Also in this release

  • A CHANGELOG structure guard runs on every PR (duplicate or unknown headings, orphan entries, conflict markers).
  • /scrape persists each posting's publication date (#391), which /rank now consumes.
  • linkedin-search detail accepts LinkedIn job URLs with trailing slashes, regional subdomains and tracking parameters (#411).
  • The documents/interview/** ignore rule no longer claims interview prep is written there; /interview has always saved under documents/applications/, which was already ignored (#336).

Thanks to everyone who reported and fixed this cycle - ayobamiseun for the null-deref audit across all six CLIs, Na-bra for the salary and flag-guard fixes, InstinctEx for the /rank work and the numbers behind it, iAbhiNaV2005 for the URL normalisation, markvandeven for the fork-CI diagnosis, and shahidbeig-a11y for carrying it.

v1.7.0 - Trackers that stay private, postings that admit they're closed

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@MadsLorentzen MadsLorentzen released this 29 Aug 09:20

Two themes this release: your job search stays yours, and stored state tells the truth about what it holds. The headline fix closes a real privacy leak reported and fixed by the community within a day, and stored jobs now know when their posting has died.

Highlights

Fork clones no longer file your private tracker on the upstream repo (#389, #392)

gh repo fork --clone - the exact command SETUP.md recommended - sets the upstream repo as gh's default, and gh uses the default for creating issues. So when your own automation ran gh issue create from inside your personalized fork ("file a tracking issue per application" is a natural ask), your application pipeline - target companies, fit scores, personal constraints - was published on a stranger's repo, under your identity, where you can't delete it. Four live instances from two users in one week. SETUP.md now puts gh repo set-default <you>/ai-job-search directly in the fork commands with a warning at the point of decision, and a new issue template carries the same heads-up the PR template always had. Reported, diagnosed from primary sources, and fixed by @ayobamiseun. If your clone predates this release, the fix does not reach you automatically - see "Updating a personalized fork" below.

Stored jobs now know when the posting has died (#280, #383)

linkedin-search detail gains an isActive field: false when the posting page renders LinkedIn's own "No longer accepting applications" banner. Detection is scoped to the top card and pinned by fixture tests in both directions - including the false-positive case where recruiter boilerplate quotes the closed phrase inside a description (the unscoped first version flagged it; the shipped version provably does not). /scrape records closed-at-source jobs as "status": "expired" - marked, never silently dropped - which addresses the ghost-LinkedIn-jobs class (#331): an expired LinkedIn URL redirects to a similar live job, so a stored hit could die unnoticed between scrape and click. Diagnosed and first implemented by @navakanth1984, adopted and finished by @ayobamiseun with the original commit preserved.

Fractional flags stop silently changing your search (#373)

freehire-search --jobage 0.5 ("last half day") truncated to 0, which disabled the freshness filter entirely - exit 0, no error, stale postings presented as fresh, on a default-ON /scrape portal. Numeric flags now accept whole numbers of at least 1 and reject everything else with the standard BAD_ARG error, matching the Danish CLIs' validation. Reported with a stubbed-network repro and fixed by @ayobamiseun. (The linkedin-search sibling, #371, is reserved by its reporter and lands separately.)

The ATS text check works on Windows without Poppler (#369)

/apply's mechanical parseability check and tools/verify_pdf.py now extract the CV text layer with pypdf first (BSD-licensed, one pip install), falling back to Poppler's pdftotext, and degrading to a visual review only when both are missing - so the check that catches invisible-to-ATS CVs actually runs on a stock Windows machine. Includes the UTF-8 subprocess-decoding fix that kept Danish characters intact on the fallback path. Contributed by @sdrarunvarshan.

/reset profile now actually clears your profile (#364)

Two of the six files /setup personalizes were left out of the wipe: 04-job-evaluation.md (your match areas, career goals, financial constraints) was explicitly labelled "framework rules, not candidate data" while holding both, and job-scraper/search-queries.md (your boards, titles, city, commute tiers) appeared nowhere in the reset at all. Both are now previewed and cleared, and a CI guard derives the reset list from /setup's own targets so a future forgotten file fails loudly. Reported via his own issue and fixed by @pchukwuemeka424.

Also in this release

  • CI tests the full documented Python range (#370) - a 3.10-3.14 matrix replaces the 3.12 pin; grew out of an independent cross-platform verification by @atiqur-rahman-pro.
  • Company research is cached between /apply and /interview - a 30-day company_research/ cache (gitignored, guarded) stops the same company being researched twice from scratch; verification-before-claims is unchanged, only discovery is cached.
  • CI compiles the LaTeX examples on Debian bookworm's apt TeX Live as a second leg, so the moderncv 2.3.1 compile fix is guarded in the environment that actually had the bug.
  • salary_lookup.py normalizes dotted legal suffixes (#356) - "A.M.B.A." and "amba" now match identically. Thanks @Ritik650.

Updating a personalized fork

Versioned files touched since v1.6.0:

File v1.6.0 v1.7.0
04-job-evaluation.md 1.2.4 1.2.6
05-cv-templates.md 1.4.2 1.4.3

Run python3 tools/check_upstream_updates.py for per-file diffs.

Four things to check after pulling:

  1. Run this today in every existing clone, before anything else:
    gh repo set-default <your-username>/ai-job-search
    
    The SETUP.md fix only reaches clones made after this release. If your clone came from gh repo fork --clone, gh is pointing issue create (and more) at the upstream repo right now. Check with gh repo set-default --view.
  2. Scripts passing fractional values to freehire-search numeric flags now get exit 1 (BAD_ARG) instead of a silently altered query. --jobage 0 is also rejected - it was an undocumented "no filter" alias.
  3. seen_jobs.json may gain "status": "expired" entries from /scrape runs. No migration needed - it is existing status vocabulary, and expired jobs are marked, never deleted.
  4. /reset profile now clears 04-job-evaluation.md and search-queries.md too. If you relied on the old (buggy) behavior preserving those two, export them before your next reset.

v1.6.0 - Portals that fail loudly, CVs that keep their text

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@MadsLorentzen MadsLorentzen released this 19 Aug 19:49

Two themes this release: things that used to fail silently now fail loudly, and the text you wrote actually survives into the documents you send. Most of it comes from a deep empirical review of the whole template (#347 - 25 fixes, each carrying the test that would have caught it), alongside a portal-contract series and an onboarding privacy fix from the community.

Highlights

All six portal CLIs reject unknown flags (breaking, #347)

A silently discarded flag is worse than an error: on one portal, a plausible-but-wrong flag name returned the entire database - 13,862 postings, none matching - with exit 0 and empty stderr, indistinguishable from a real result set. Every CLI now exits 1 with {"error", "code": "UNKNOWN_FLAG"} on a flag it doesn't know, which is the bar /add-portal always set for contributed portals. If a script of yours passes a stray flag, it will now hear about it - that's the point.

Your CV's text now survives into the PDF (#347)

Three silent text-loss modes, all with clean compiles and green CI: bullets written as \item [text] were parsed as LaTeX optional labels and rendered clipped off the page edge (the shipped example CV lost every experience bullet this way); an unescaped % in a quantified achievement ("cut latency by 40% and saved DKK 2M") silently deleted the rest of the line; and the documented ATS extraction command mis-decoded every non-ASCII character on Xpdf-based pdftotext builds, failing correct CVs. All fixed, a "LaTeX Special Characters" guide added, and CI now asserts body text survives into the PDF text layer.

Every portal speaks the same contract now (#339, #340, #342, #344, #347)

The /scrape search contract (title, company, location, date, url) is now emitted by all six portals (thanks @oscarbol09 for the jobnet/jobdanmark/jobbank series), and deadlines are YYYY-MM-DD or null everywhere: jobbank's DD.MM.YYYY converts (breaking if you parsed the old form), jobindex's "ASAP" maps to null (it means "no stated deadline", which is what null is for), jobnet's 1900-01-01 sentinel no longer leaks from detail, and jobdanmark's HTML fallback stops emitting raw page text and the literal "Løbende" as dates. A repo-level contract pin (@oscarbol09, #344) derives the field list from the spec sentence itself and fails CI if any portal drifts - and /rank now treats any non-ISO deadline already stored in your data as absent rather than guessing.

The jobindex detail command works again (#347)

Jobindex redesigned its pages; every selector the parser used was gone, so detail returned CSS-comment text as the deadline, an external ATS URL as its own id, and null everything - exit 0, on 4 of 5 live postings. Rewritten against both current page shapes; 5/5 live postings now return full descriptions and correct fields.

Onboarding warns about public forks before it's too late (#345, #348)

The quick start walked a new user into gh repo fork - forks of public repos are always public - and two steps later /setup wrote their name, contact details, and salary expectations into tracked files, with the only complete warning buried in the updates section. Reported by @basilevs with a full reproduction after hitting it himself. The warning now sits next to both fork commands, and /setup checks your origin's visibility before writing anything, not after.

Also in this release

  • seen_jobs.json records whether each job came from a CLI or the WebSearch fallback (#338) - ghost-job reports are now diagnosable from stored state. Thanks @yshraj, with an empirical community review by @oscarbol09.
  • Job matching reframed around function, not title - /setup and the evaluation framework now build priority categories around the kind of problem a role solves, with title variants as query inputs rather than the bet itself.
  • A / in a company or role name no longer nests the application archive one level too deep (#329) - the canonical single-path-component rule now reaches all six derivation sites. Thanks @ayobamiseun, building on @jakob1379's independent spec.
  • convert_salary_excel.py no longer corrupts US-formatted numbers 1000× - locale is decided by which separator appears last, and Danish compound headers pair correctly.
  • /html-report's funnel counts stages from history - an application that interviewed and was later rejected now counts as having interviewed, and declined offers stop inflating the rejection rate.
  • /gmail-sync searches beyond the Inbox - -in:sent -in:drafts replaces in:inbox, so archived and label-filtered mail stays in scope.
  • /rank persists its location verdict as location_verdict - the bare location key meant both a place and a PASS/FAIL/FLAG verdict in the same store; legacy entries are read compatibly.
  • /reset documents now clears documents/postings/, /upskill handles rows with no fit rating, /scrape gets a client-side recency fallback for portals without a date filter, and freehire-search gains --no-description for cheap discovery passes (~83% smaller payloads).
  • The guards are finally guarded - check_framework_version.py (the fork-safety CI gate) had zero tests and could be disabled by one line; it, lint_skills.py's real checks, robots_check.py's tie-break and browser-UA fallback, and CI's placeholder sentinels (which watched a comment, not the data) are all now covered by discriminating, mutation-verified tests.
  • CONTRIBUTING: invited PRs are reserved for the invitee.

Updating a personalized fork

Versioned files touched since v1.5.0:

File v1.5.0 v1.6.0
job-application-assistant/SKILL.md 1.3.2 1.3.4
04-job-evaluation.md 1.2.2 1.2.4
05-cv-templates.md 1.4.0 1.4.2
06-cover-letter-templates.md 1.0.1 1.0.2

Run python3 tools/check_upstream_updates.py for per-file diffs, or python3 tools/upstream_triage.py for the commit-level view.

Five things to check after pulling:

  1. Scripts passing stray flags to portal CLIs now get exit 1 (UNKNOWN_FLAG) instead of silently unfiltered results. Fix the flag name; the CLI's --help and SKILL.md list the real ones.
  2. jobbank deadlines are now YYYY-MM-DD. Anything parsing the old DD.MM.YYYY search output must update.
  3. Expect a small merge conflict in cv/main_example.tex if you personalized it: upstream braced the placeholder bullet lines you replaced. Resolution: keep your own bullets - real prose was never affected by the bug.
  4. Stored seen_jobs.json data needs no migration. Old "ASAP"/DD.MM.YYYY deadlines are treated as absent by /rank's sweep rather than compared; a legacy PASS/FAIL/FLAG value in location is read as the verdict until re-ranking moves it to location_verdict.
  5. If your fork is public and personalized, read #345. The new onboarding warnings are for the next user; if your own profile data already reached a public fork, GitHub's sensitive-data-removal process is the reliable path - force-pushing doesn't purge fork networks.

v1.5.0 - Upstream that reaches your fork, hooks that can't hide

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@MadsLorentzen MadsLorentzen released this 12 Aug 20:11

Two themes this release: your fork now finds out what upstream did, and the security guard watches the one key in settings.json it used to ignore.

Highlights

Commit-level upstream triage for forks (#305, #320)

tools/upstream_triage.py walks the commits your fork is behind and sorts them into "worth reviewing" vs "probably skip". Cherry-picks you already ported drop off on their own (matched by git patch-id, no bookkeeping), commits touching files you removed are set aside, and a flat .github/upstream-wontport.txt keeps declined SHAs from resurfacing. It ships with a weekly .github/workflows/upstream-watch.yml that posts the report to a rolling issue in your own fork - guarded to no-op on the upstream template (pinned by a test), GITHUB_TOKEN only, and report-only by design: it prints ready-to-run git cherry-pick lines but never merges or opens a PR, because on a fork "applies cleanly" isn't "correct". It's the commit-history companion to check_upstream_updates.py's version stamps; SETUP.md 8 now introduces the two side by side. Thanks @anjolok1997 - from design discussion (#305) to shipped PR (#320).

.claude/settings.json hooks are now held to a reviewed allowlist (#313)

The security guard read permissions.allow and nothing else, so a hooks block in the same file passed silently. A hook is strictly more dangerous than a pre-approved permission: it runs unconditionally when its event fires, with no prompt and no model decision in between - the exact vector the Shai-Hulud worm's August 2026 wave used, planting a SessionStart hook in .claude/settings.json. ALLOWED_HOOKS ships empty, the check runs before the permissions shape guards so a malformed block can't skip it, and unrecognised hook layouts fail closed. Thanks @Haseeb-1698.

One tracker status vocabulary, defined once (#298, #299)

The tracker CSV's status column had six independent restatements with inconsistent spellings, and two real bugs to show for it: /html-report silently dropped no response/offer declined rows from the rejection-rate denominator, and /gmail-sync kept chasing applications that were already closed. /outcome (the only writer) now owns the canonical set; every reader references it and accepts both spellings on read. Diagnosis @jakob1379, implementation @oscarbol09.

/apply archives the posting while it still holds it (#306, #307)

The full posting text now lands in documents/applications/<company>_<role>/job_posting.md at draft time - never a re-fetch of a URL the spec itself expects to die, and pasted-text postings finally have a recovery path. Diagnosis and implementation @jakob1379.

Also in this release

  • CI discovers portal CLIs dynamically (#310) - a portal added with /add-portal gets its typecheck and tests run by CI automatically, on this repo and on any fork, no workflow edit. Thanks @ayobamiseun.
  • /upskill reports gitignored at the path the skill actually writes them (#317) - the old rule was rooted; the report (your skill gaps, measured against named employers) could land unignored one directory deeper. New rule pins the report-file prefix at both depths, guard-enforced. Thanks @ayobamiseun.
  • Phantom evaluated status dropped from seen_jobs.json's documented vocabulary (#315, #316) - it never had a writer or a reader. Thanks @ayobamiseun.
  • /add-portal credential spec (#304) - if a portal is only reachable through a paid fetching service, the command now surfaces the billing before scaffolding, requires the token env-only (<SERVICE>_API_TOKEN), and keeps the whole path explicitly subordinate to the robots/ToS decision. Spec only; no shipped portal needs a credential. Thanks @Haseeb-1698.
  • /add-portal's fetching contract line now states the honest-UA posture - generated skills default to Mozilla/5.0 (compatible; <portal>-cli/1.0), the convention every shipped CLI follows.

Updating a personalized fork

Versioned files touched since v1.4.0:

File v1.4.0 v1.5.0
job-application-assistant/SKILL.md 1.3.0 1.3.2

Run python3 tools/check_upstream_updates.py for per-file diffs - and from this release, python3 tools/upstream_triage.py for the commit-level view.

Three things to check after pulling:

  1. Status spellings - if your personalized /outcome writes no response or offer declined (space forms), switch the write path to no_response/offer_declined. Existing rows keep working; every reader now accepts both forms on read.
  2. upstream-watch.yml arrives in-tree - it no-ops on the upstream template and only runs on your fork if you enable Actions, so activation stays a deliberate act. Don't want it? Delete the file or add its SHA to .github/upstream-wontport.txt.
  3. New required gitignore rule - **/upskill/report-*.md is now in REQUIRED_IGNORE_RULES; if your fork trimmed .gitignore, security_guards.py will name what's missing.

Thanks

@anjolok1997, @Haseeb-1698, @ayobamiseun, @jakob1379, @oscarbol09 - five contributors, and every item above started as a community issue, discussion, or PR.

v1.4.0 - Applications that stay tracked, fetches that stay honest

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@MadsLorentzen MadsLorentzen released this 07 Aug 14:06

Why update

Two silent failures in the flagship flow are fixed:

Your applications no longer vanish. /apply wrote your CV and cover letter to disk and then recorded nothing - a drafted-and-submitted application was invisible to /gmail-sync, /html-report, /notion-sync, /interview, and /rank's dedup, and nothing ever detected the loss (#269, fixed in #291 by @jakob1379). /apply now writes a drafted row to the tracker, a new drafted status flows through every reader honestly (unsent drafts are never counted as "waiting for a reply", never chased with follow-ups, and never reported as submitted), and an employer's acknowledgement email lets /gmail-sync promote the row to applied with the real date - catching exactly the case where you submitted by hand and forgot to run /outcome.

Live postings are no longer declared dead. WebFetch identifies itself as a bot, and many corporate sites answer it with HTTP 403 while serving browsers normally. /rank read that as "posting gone" and marked live jobs expired; /apply silently fell back to search-snippet prose (#277, reported and fixed by @kblackma). The new 09-web-research.md methodology file defines the trust boundary and a retry escalation - and the retry is gated on robots.txt via the new tools/robots_check.py: a site whose published policy permits access gets a browser-header retry past its WAF; a site that has said no is never overridden. The gate itself was then adversarially hardened (#286): a soft-200 HTML page no longer reads as permission, and percent-encoded Disallow rules now match.

Honest self-identification, completed

Every shipped portal CLI now sends an identifying User-Agent token instead of a browser spoof: jobnet and jobdanmark (#283 by @oscarbol09), jobbank and the jobdanmark detail path, and finally linkedin-search - the last holdout. Live-verified on every portal: identical responses under the honest token. Sites can now see exactly who is asking, which is the posture the robots gate depends on.

Also in this release

  • Danish demo portals ship disabled (#288, suggested by @a-vysokov) - /setup enables them when your market is Denmark; everyone else's /scrape stops spending tokens on Danish boards it never needed.
  • --jobage-minutes on linkedin-search (#302 by @kgurnoor) - sub-day freshness windows for early-applicant timing; LinkedIn filters at second granularity server-side.
  • .env can no longer be committed (#303 by @Haseeb-1698) - ignored and pinned in the security guard, protecting forks whose generated portal skills use an API token.
  • Negative and fractional filter flags rejected in the Danish portal CLIs (#281 by @oscarbol09) - some portals silently ignore invalid filters and return unfiltered results.
  • The upstream checker no longer prints a false all-clear when upstream renames or deletes a tracked file (#282 by @oscarbol09), and it now tracks 09-web-research.md.
  • Spec-pinning tests for the Language Gate's /rank contract (#278 by @GabrielMensi).
  • A video walkthrough in the README's Quick start - The Next New Thing's hands-on tour of the workflow, for newcomers who want to see it before reading.

Fork reconciliation

python3 tools/check_upstream_updates.py will flag three methodology files this release:

File Version What changed
job-application-assistant/SKILL.md 1.1.0 → 1.3.0 Bash added to allowed-tools (robots-gated retry); new Step 3b records the application
03-writing-style.md 1.1.0 → 1.2.0 Rule 5 routes 403s through the web-research escalation
09-web-research.md new, 1.1.0 New file - adopt as-is unless you have your own fetch conventions

Two personalized-file landmines to check by hand:

  • Danish-market forks: the four Danish portal SKILL.md files now ship enabled: false. If you search the Danish market, flip them back to enabled: true after updating (or re-run /setup --section search). Forks that already curated their portal set are unaffected.
  • Tracker vocabulary: drafted is now a legal tracker status. If your fork customized /outcome, /gmail-sync, /html-report, or /notion-sync, reconcile the new status handling - unsent drafts must stay out of funnel statistics and follow-up nudges. (A full single-definition cleanup of the status enum is in review as #304's sibling effort, #298/#299 - it will land in a future release.)

Credits

@jakob1379 (the #269 diagnosis and the #291 fix, plus the #298 follow-up analysis), @kblackma (the 403 investigation, robots_check.py, and the adversarial hardening in #286), @oscarbol09 (#281, #282, #283), @GabrielMensi (#278), @kgurnoor (#302), @Haseeb-1698 (#303), @a-vysokov (#288).

v1.3.0 - Language Gate + ATS-safe date fields

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@MadsLorentzen MadsLorentzen released this 03 Aug 19:12

Why update

Your CV's dates may be invisible to ATS parsers. The stock template wrote date ranges as [YYYY--YYYY], and LaTeX turns -- into an en-dash glyph that extracts from the PDF text layer as � - so an ATS reads 2016�2024 and parses no date range at all. This failed silently: the rendered page looks perfect and every existing check passed. Confirmed against a real Workday import (a lost end date and zero education entries). The template now uses ASCII hyphens, and 05-cv-templates.md documents the check that catches it. If you built CVs from this template, see the CHANGELOG's fork reconciliation note for a one-line grep that finds affected files. (#276, thanks @kblackma)

The Language Gate. The framework never checked a posting's language requirements against what you actually speak. Now it does, everywhere: /setup captures a structured Languages table (asked directly, or read from your CV/LinkedIn export), and a posting requiring a language you haven't declared is excluded before scoring, while one asking for a higher level than you declared is flagged for your own judgment - never silently dropped, never silently passed. Wired through /scrape, /rank (persisted to seen_jobs.json), and /apply. (#275, thanks @GabrielMensi)

For fork maintainers - read before pulling

This is the heaviest reconciliation release so far. Three methodology files bumped framework_version (01-candidate-profile.md 1.0.0 → 1.1.1, 04-job-evaluation.md 1.1.0 → 1.2.2, 05-cv-templates.md 1.3.0 → 1.4.0), and two changes land on lines your fork has personalized:

  • CLAUDE.md / 01-candidate-profile.md: the free-form Languages: line becomes a structured table. Expect a conflict there; keep your languages, adopt the table shape.
  • cv/main_example.tex: the five \cventry date fields changed -- to -. Keep your own dates, apply the same one-character change, and run the grep from the CHANGELOG over your other CV variants.

Run python3 tools/check_upstream_updates.py after fetching - it lists exactly which of your personalized files this release touched, with per-file diff commands.

Also in this release

  • /upskill aggregate mode consumes the gaps /rank records instead of re-inferring them, completing the #258 pair (#264, thanks @NotAbdelrahmanelsayed)
  • tools/convert_salary_excel.py parses localized numeric text cells ("108,5", "1.234,5") instead of silently dropping them, and deliberately skips the one ambiguous pattern ("1,234") rather than guessing (#272, thanks @ayobamiseun)
  • tools/check_upstream_updates.py no longer fires a spurious fork-vs-self warning on lowercased clone URLs (#273), and SETUP.md section 8 now shows the git remote add upstream command it always assumed you'd run (#274) - both thanks @oscarbol09
  • The gitignore guard now enforces every personal-output ignore rule, so any future weakening of the personal-data boundary fails CI (#271, thanks @ayobamiseun)

Full details in the CHANGELOG.

v1.2.0

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@MadsLorentzen MadsLorentzen released this 01 Aug 20:07

Why update

A privacy correction leads this release. SETUP.md used to say your fork is "private working space" - it is not: forks of public GitHub repositories are always public and cannot be made private, so that sentence pointed people toward committing personal profile data somewhere anyone could read it. Section 8 now states the fork-is-public fact plainly and documents the safe setup (a private repository with this repo as the upstream remote), and /setup now ends with a privacy note at the exact moment your profile data first lands in git-tracked files. If you currently push personalization to a public fork, read the updated SETUP.md section 8 before your next push. (Thanks @rasstamann, discussion #266.)

Pairing with it: tools/check_upstream_updates.py no longer reports a false "up to date with upstream" when a fork without an upstream remote silently falls back to comparing against itself - the default state of a plain fork clone. It now tells you the comparison is fork-vs-self and shows the exact git remote add upstream command. In other words, the update checker this release note tells you to run actually works in a fresh fork now. (Thanks @oscarbol09, #265.)

Also in this release

  • /rank persists its per-job strengths and gaps into seen_jobs.json instead of discarding them after the terminal output, replaced (never accumulated) on --all re-ranks - so downstream consumers can read real triage findings. First half of the #258 proposal by @NotAbdelrahmanelsayed; the /upskill consumer side is in review as #264.
  • Two more personal-data gitignore rules are now CI-guarded (cover_letters/Cover_*.*, cv/*.txt) - the rules already existed; now weakening them fails CI. (Found via a review-bot triage on @jakob1379's fork.)
  • CONTRIBUTING's "run what CI runs" list is complete (it omitted security_guards.py and the exact unittest command - thanks @jakob1379, #262), the vestigial cover_letters/OpenFonts/cover.cls is gone, and #252's ragged-row fix gained regression tests.

For fork maintainers

No framework_version bumps in this span - none of the personalized methodology files (01-08, the assistant SKILL.md, AGENTS.md) changed, so git merge v1.2.0 should land without conflicts in profile-bearing files. Full details in CHANGELOG.md.

v1.1.0 - Typst templates, full freehire descriptions, live dependency review

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@MadsLorentzen MadsLorentzen released this 30 Jul 14:38

The first feature release since the 1.0.0 baseline - 16 commits, 8 contributors' work, and one fix worth updating for on its own.

Why update

Privacy fix (#238): if you registered a custom Typst (or other non-LaTeX) template, your personalized cv/main_<company>.typ files were not covered by the personal-data gitignore rules and would be committed to a public fork. The rules now cover cv/main_*.* and cover_letters/cover_*.* with the *_example.tex files still tracked. After updating, run git status once to confirm nothing personalized is staged.

Highlights

  • Typst (and any compile-to-PDF toolchain) via /add-template - templates declare their own compile command; the stock LaTeX templates are unchanged (#238)
  • freehire-search returns full descriptions in one request - no more per-hit detail fetches during /scrape (#251)
  • Confirmed facts write back to your profile - /apply and /interview no longer lose facts you confirm mid-conversation (#211)
  • Optional application-form prep sheet as a third /apply artifact for postings with screening questions - opt-in, the default two-document output is unchanged (#212)
  • Dependency review is live - CI now blocks PRs introducing dependencies with known high-severity vulnerabilities, on this repo and (self-activating) on forks (#254)
  • The extension model, documented - README now spells out the three extension points and how to safely borrow a portal skill from another fork (prompted by #249)

Plus honesty rules for in-progress qualifications in the CV methodology (#210), mass-posting flags in /scrape (#207), pinned retry contracts across all portal CLIs (#246), and a batch of fixes - full details in CHANGELOG.md.

Updating a personalized fork

Follow SETUP.md section 8 - python3 tools/check_upstream_updates.py previews which of your personalized files this release touches before you merge. framework_version bumps in this release: 05-cv-templates.md 1.2.1 -> 1.3.0.