A job-search tool that collects listings from several job boards and hiring systems, then puts them into one consistent list.

It is for finding jobs that match a saved profile, such as roles, locations, remote preference, industries, seniority, salary, and excluded companies.

It removes the need to search many sites separately and helps avoid duplicate listings across searches.

find-jobs — Skill for Claude Code by jain777/jobclaw-skills

Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo

git clone --depth 1 https://github.com/jain777/jobclaw-skills

agentmods

npx agentmods add skills/jain777/jobclaw-skills/find-jobs

Made for: Claude Code.

Or install jobclaw-skills, the plugin that ships this one along with the rest of its 20 skills.

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/jain777/jobclaw-skills/find-jobs/github.svg)](https://agentmods.dev/skills/jain777/jobclaw-skills/find-jobs)

Your own site

<a href="https://agentmods.dev/skills/jain777/jobclaw-skills/find-jobs"><img src="https://agentmods.dev/badge/skills/jain777/jobclaw-skills/find-jobs/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/skills/jain777/jobclaw-skills/find-jobs"><img src="https://agentmods.dev/badge/skills/jain777/jobclaw-skills/find-jobs.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 77 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 2,689 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.

Model	Per session	Once invoked
Fable 5.1	$0.00077	$0.02689
Opus 5.5	$0.00031	$0.01076
Sonnet 5.5	$0.00015	$0.00538
Haiku 4.5	$0.00008	$0.00269

Measured 2mo ago against content hash ccf22edf0528, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

find-jobs 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 2mo ago.

The scan reads SKILL.md. This mod also ships 17 executable files (scripts/_jobposting.py, scripts/adzuna.py, scripts/ats_boards.py, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

skills/find-jobs/SKILL.md · 98 lines

How it starts

The opening of the file, as written. The whole thing — 98 lines — stays where its author put it; the contents beside it link to each section on GitHub.

find-jobs

Pull listings from several source adapters, normalize them to one schema, dedupe, rank by fit, and save. Search quality is meant to keep improving — adapters are pluggable. Full design + caveats: reference/sources.md and docs/JOB_SEARCH.md.

1. Read the target

Read profile/master-profile.md frontmatter target.* (roles, locations, remote_only, industries, seniority, min_base_salary, exclude_companies) and target.regions. If no profile exists, ask for role + location, then suggest running /build-profile. Let the user override any criterion for this run.

Then read the region pack(s) in ../../knowledge/regions/ for each target region — it lists which sources/adapters apply there (e.g., US → ATS-direct + Adzuna(us) + HN; IN → Indian ATS-direct startups + Adzuna(in), with Naukri/Instahyre/LinkedIn-India as user-session/manual). Source from the region-appropriate list, not a US-only default.

2. Build the company target set (cache-driven)

The catalog ../../knowledge/companies/companies.csv lists 1000+ employers across all industries, tagged by region + sector. Use it instead of probing the web blind:

Filter the catalog to the user's target.regions and target.industries (map industries → the sector vocab, e.g. fintech → technology+finance-banking; see ../../knowledge/companies/README.md). Add any companies named in the profile.
- AI targets: when target.roles/target.tracks indicate AI/ML (see ../../knowledge/ai-roles.md), prioritize catalog rows tagged ai or yc in tracks, and pull fresh YC AI startups: python3 scripts/yc_companies.py --ai-only (or --hiring-only for currently-hiring). The catalog already carries 2400+ YC companies + curated frontier labs (source_index ∈ yc/ai).
Resolve boards from the cache. Refresh just the slice you need, then read it:
```
python3 scripts/resolve_companies.py --csv ../../knowledge/companies/companies.csv \
    --cache ../../knowledge/companies/resolved.json \
    --region <US,IN> --sector <...> --stale-only --max 300
```
This populates resolved.json with each company's boards[] (ats, token, board_url, fetchable) and status (verified / detected_unfetchable / unresolved). It reuses discover_ats.py + sniff_careers.py and is cached, so most runs are near-instant.

Read the full file on GitHub · 98 lines

Files

What ships with it

19 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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.

2mo ago First seen · 98 lines · 77 tokens per session scan A ccf22edf0528

Subscribe to this mod's changes

find-jobs is a skill published in the GitHub repository jain777/jobclaw-skills (7 stars, last pushed 5mo ago), licensed MIT. It adds 77 tokens to every session and 2,689 once invoked, about $0.0003 per session on Opus 5.5. 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.

Research

find-jobs next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
find-jobsjain777/jobclaw-skills	Skill	7	5mo ago	MIT	A	77	Claude Code
imagegenopenai/codex	Skill	135k	today	Apache-2.0	A	113	Codex
playwright-climicrosoft/playwright	Skill	100k	today	Apache-2.0	A	19	Claude Code
browser-automationopenclaw/openclaw	Skill	394k	today	MIT	A	36	Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginners	Skill	79k	4d ago	MIT	A	200	Claude Code, Codex
systematic-debuggingobra/superpowers	Skill	316k	7d ago	MIT	A	21	Claude Code
next-cache-components-adoptionvercel/next.js	Skill	143k	today	MIT	A	95	Claude Code

find-jobs

Getting it into your agent

Wrote this? Show the measurements

What it costs to keep this loaded

Grade A, and why

Nothing flagged

How it starts

find-jobs

1. Read the target

2. Build the company target set (cache-driven)

What ships with it

What this file has done since we first saw it

find-jobs compared with skills from other repositories