Local-first job search workspace: sourcing, scoring, case tracking, applications and interview prep.
  • Python 98%
  • Shell 2%
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Kjell Tore Guttormsen c2ee7b6788 docs(m1): correct the install block for external adopters
The install block was written under the assumption that this project has no
users but its author. It has two, so every claim in it is now load-bearing.

Three corrections, each measured rather than reasoned:

- The guard's host is reachable. `git.fromaitochitta.com` resolves to a public
  address, serves a valid certificate and answers `git ls-remote` with no
  credentials, no global git config and no terminal prompt; a non-existent
  repository on the same host fails, so the query can distinguish. A full
  anonymous `pip install` of the pinned `v1.3.0` builds a wheel and imports at
  1.3.0. The old text told a third party they probably could not reach it.
- The Claude Code route did not work. `claude plugin install` resolves only
  through a marketplace and `jobbsok` is not among the catalog's twelve
  plugins, so the documented command failed at its first step. It is marked as
  landing with milestone 2 instead of being printed as if it worked.
- Windows is named as unsupported, with the specific reason: the entry points
  are shell scripts and `.mcp.json` starts the tool server through `bash`. The
  Python underneath is already platform-clean, so the gap is packaging.

Prerequisites are stated up front, with a preflight command that needs nothing
installed, because an adopter should learn about a blocked network before
building a virtualenv rather than after.

Outside Step 16's Files list, and so a separate commit rather than part of the
pinned Cowork-verification commit, following the precedent of 90ef620.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-05 20:11:13 +02:00
.claude-plugin feat: initial commit — plugin manifest and build brief 2026-09-03 20:27:23 +02:00
docs docs(m1): add security model and complete the readme first screen 2026-09-05 06:56:23 +02:00
scripts test(m1): assert plugin manifest and pin a build stamp 2026-09-05 06:52:40 +02:00
skills fix(m1): replace transcribed operator values in fixtures with invented ones 2026-09-04 21:35:24 +02:00
tests fix(m1): build the public-surface canary at runtime so the scanner scans itself 2026-09-05 06:57:16 +02:00
.gitignore test(m1): assert plugin manifest and pin a build stamp 2026-09-05 06:52:40 +02:00
.mcp.json feat(m1): add jobbsok-tools stdio mcp server and launcher 2026-09-05 06:48:55 +02:00
CHANGELOG.md feat: initial commit — plugin manifest and build brief 2026-09-03 20:27:23 +02:00
CLAUDE.md docs(m1): add security model and complete the readme first screen 2026-09-05 06:56:23 +02:00
LICENSE feat: initial commit — plugin manifest and build brief 2026-09-03 20:27:23 +02:00
pyproject.toml build(m1): pin toolchain and guard v1.3.0 in pyproject 2026-09-04 17:26:20 +02:00
README.md docs(m1): correct the install block for external adopters 2026-09-05 20:11:13 +02:00
SECURITY.md docs(m1): add security model and complete the readme first screen 2026-09-05 06:56:23 +02:00

jobbsok

Local-first job search workspace: sourcing, scoring, case tracking, applications and interview prep.

A read-only job search operating system for one person searching for their own job. It reads listings the operator is already looking at, scores them against a maintained candidate profile, records every accept/reject decision with a reason, keeps each case's full correspondence in one folder, drafts applications as files, and flags threads that have gone silent. It never submits, never sends, never stores a credential.

Solo-maintained, fork-and-own. This plugin is a starting point, not a vendor product. Issues are welcome as signals; pull requests are not accepted.

AI-generated: all code produced by Claude Code through dialog-driven development.

Version Platform License

Status: pre-release, milestone 1 of six. The candidate profile, the scoring script, two skills and the host tool server are built; case folders, ingestion, correspondence, drafting and learning are not. The build brief in docs/build-brief.md is the contract, and milestones ship in order (M1–M6).

Install

Prerequisites. Python 3.10 or newer -- the host tool server refuses to start below that rather than serving on an interpreter the guard cannot run on -- git on PATH, and network access to git.fromaitochitta.com, the self-hosted Forgejo host the ingestion guard is installed from. That host is public and needs no account. One command tells you whether your network agrees, and it needs nothing else installed:

git ls-remote https://git.fromaitochitta.com/open/llm-ingestion-pipeline-security.git v1.3.0

A printed hash means the guarded ingestion path will build. An error means it will not, and that is not a cosmetic loss: the guard is the boundary every untrusted listing and email body passes at the write, so an install without it is a reader rather than a workspace.

Platform support. macOS and Linux work today. Windows does not yet, and the reason is specific rather than general: this plugin's entry points are shell scripts and .mcp.json starts the tool server through bash, which stock Windows does not have. The Python underneath is already platform-clean, so this is a packaging gap being closed rather than a rewrite. Until it is closed, Windows needs a POSIX shell (WSL or Git Bash) and is not a supported target.

The plugin runs on two surfaces, and they install differently.

Claude Cowork -- the route that works today. There is no marketplace command: build the archive from this repository's explicit include list, then upload it through Customize -> Plugins:

bash scripts/package_plugin.sh     # writes jobbsok.plugin

Never build that archive with a recursive zip of the repository root: it would ship .git, the virtualenv, the local-only STATE.md and everything under .claude/. The script exists so that cannot happen by accident.

Claude Code -- not available yet. jobbsok is deliberately absent from the ktg-plugin-marketplace catalog while it is pre-release, and claude plugin install resolves only through a marketplace, so no command here would work today. The catalog entry lands with milestone 2, pinned to a release tag. Printing an install line that fails at its first step would be worse than saying so.

Then, once, on either surface -- build the Python environment the scripts and the host tool server run on. This is also the step that installs the ingestion guard, and it prints the version it resolved:

bash scripts/bootstrap.sh          # add --med-xlsx for the spreadsheet export

In an installed copy this builds the environment under $CLAUDE_PLUGIN_DATA, which survives a plugin update; the packaged archive deliberately excludes the virtualenv, so the bootstrap is the supported route there. Without it the jobbsok-tools server has no interpreter to run on and refuses to start rather than serving on whatever python3 the PATH offers. JOBBSOK_PYTHON overrides the interpreter choice.

Finally, the workspace -- the plugin never guesses at a location:

export JOBBSOK_WORKSPACE=~/jobbsok-workspace   # or pass --workspace

The kandidatprofil skill scaffolds the tree on first run. The workspace is yours, lives outside this repository, and is never committed.

Non-goals

Submitting applications. Sending email. Any write to Finn.no or LinkedIn. Credential storage. Background jobs. Multi-user support. Recruiter-side features. Bulk listing harvest.

Security

The trust model, the boundaries and the risks this design accepts are in SECURITY.md. The short version: read-only against external sites, no credential handling, all data local, and every listing or email body passes the ingestion guard before it becomes a file.

Changelog

See CHANGELOG.md.

License

MIT — see LICENSE.