coforce-apply: Skill for Claude Code

.agents/skills/harness/SKILL.md

harness is a skill for Claude Code, Codex from Sma1lboy/coforce-apply. It costs 82 tokens per session (1,292 once invoked), scanned A, original, MIT.

An end-to-end test setup for checking a job-application pipeline in a safe mock environment. It uses sample profiles, resumes, applications, and a fake job posting instead of the user's real data.

In plain words
What is it for?
Use it to generate a sample tailored resume, run application and job-search flows, and check formats, evidence, experience, campaigns, boards, and lifecycle steps.
Why use it?
It lets developers test the whole pipeline and its checks without changing real profile or application files. This helps catch problems after changes to application tracking or profile formats.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions Claude Code; installed under .agents/ (shared by several agents).

This is Sma1lboy/coforce-apply's own configuration. It tells Claude Code and Codex how to work on coforce-apply itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything coforce-apply configures →

Reuse

Borrowing it

Nothing to install: this file belongs to Sma1lboy/coforce-apply. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/Sma1lboy/coforce-apply/main/.agents/skills/harness/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/Sma1lboy/coforce-apply

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for harness

README.md
[![agentmods](https://agentmods.dev/badge/skills/sma1lboy/coforce-apply/harness.svg)](https://agentmods.dev/skills/sma1lboy/coforce-apply/harness)
Your own site
<a href="https://agentmods.dev/skills/sma1lboy/coforce-apply/harness"><img src="https://agentmods.dev/badge/skills/sma1lboy/coforce-apply/harness.svg" alt="Measured on agentmods" height="20"></a>
Per session 82 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,292 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00082 $0.01292
Opus 5 $0.00041 $0.00646
Sonnet 5 $0.00016 $0.00258
Haiku 4.5 $0.00008 $0.00129

Measured 7d ago against content hash 9d56bcb87c11, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

harness scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.agents/skills/harness/SKILL.md · 93 lines

How it starts

The opening of the file, as written. The whole thing — 93 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Harness — mock E2E

Repo-development skill — it needs the coforce-apply repo checkout (harness/ fixtures), so installers skip it; end users don't need it.

Everything runs against fixtures; the user's real ~/.coforce/profile.json is never touched. Mock environment lives in harness/:

  • harness/fixtures/profile.json — John Doe fixture (schema: profile skill)
  • harness/fixtures/reference.docx — reference resume for the docx path
  • harness/fixtures/applications.json — tracker fixture (5 apps across statuses)
  • harness/fixtures/agent-stub.sh — stand-in for the Claude Code CLI (COFORCE_CLAUDE_BIN), so apply/import flows run without a real agent
  • harness/mock/jd.html — mock job posting (Nimbus Analytics, Senior Full-Stack)
  • harness/check-formats.sh / check-github-evidence.py / check-config.mjs / check-experience.mjs / check-campaign.mjs / check-board.mjs / check-hunt.mjs — deterministic checks (all seven run in order via npm run harness; the repo has no npm dependencies, so a bare checkout can run them)
  • harness/out/ — run artifacts (gitignored)

Stages (run all, report per-stage pass/fail)

1. Resume generation (the "出简历" leg). Run the tailor skill's steps with harness/fixtures/profile.json as the profile and harness/mock/jd.html as the JD, writing to harness/out/resume-nimbus-analytics-senior-full-stack.tex. Then verify, by reading the output: it is valid-looking LaTeX (\documentclass\end{document}), contains the fixture's name and email, and leads with JD-relevant skills (TypeScript/React/Node.js/AWS/Kubernetes appear before unrelated ones). Fail the stage if any check misses.

Also exercise the alternate output/reference paths: regenerate the docx leg (markdown intermediate → pandoc.docx in harness/out/) and read harness/fixtures/reference.docx back as a reference (mimic check: extraction succeeds and output honors its section order).

2. Deterministic checks (formats, evidence, config, experience, campaign, board, hunt).

npm run harness

Asserts: docx reference extraction and md→docx round-trip work; the vendored GitHub evidence layer holds its attribution/pagination/writer guardrails and the experience index rebuilds offline; config.json migrates off the legacy settings pair without losing keys and refuses to overwrite a corrupt file; the campaign pipeline selects verbatim pool bullets and exports the approved ZIP; when Tectonic is present (always in CI), it also assembles and compiles one English and one Chinese resume through the real LaTeX→PDF→pdftotext path, requiring localized contacts, complete selected bullets/skills, and ATS reading order; the board generator renders all 5 status columns and fixture cards from harness/fixtures/applications.json, rejects a never-apply company at /api/queue, and the console's Chrome-backed apply lifecycle runs consent gate → fill (READY_TO_SUBMIT) → confirm → SUBMITTED against the agent stub; hunt parses, dedups against the tracker, and honors the never-apply list. Exit code 0 = pass.

Read the full file on GitHub · 93 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 7d ago First seen · 93 lines · 82 tokens per session scan A 9d56bcb87c11

Subscribe to this mod's changes

harness is a skill published in the GitHub repository Sma1lboy/coforce-apply (5 stars, last pushed 8d ago), licensed MIT. It adds 82 tokens to every session and 1,292 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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