All employers agent pack
Turn the AI assistant you already use into a job-search assistant for All employers: 22332 live jobs, requirements grounded in each posting, fit computed on your machine. Your profile never leaves it.
Install. The intended install path is the Agent Skills installer:
npx skills add https://www.openrolesindex.com/orgs/all/agentThe pack is also plain files: download pack.zip
and unzip it into your skills folder, append AGENTS.md to a repository's AGENTS.md for Codex, or paste
prompt.md into any chat assistant.
MCP. The same data as a remote MCP server (keyless reads; optional job alerts):
https://www.openrolesindex.com/orgs/all/mcp. Claude Code: claude mcp add --transport http all-jobs https://www.openrolesindex.com/orgs/all/mcp. Tools and the Codex line are in
mcp.json.
SKILL.mdThe skill: workflow, fit rubric, rails. Claude Code and Agent Skills hosts.AGENTS.mdThe same rules as a fragment to append to a repo's AGENTS.md (Codex and other readers).prompt.mdOne pasteable prompt for a chat host (ChatGPT, Muse, ...), with curl examples.candidate-profile.schema.jsonThe local profile's JSON Schema. The profile never leaves your machine.fit-rubric.mdHow a job is scored against a profile, rule by rule, and how to phrase it.api.mdThe scoped endpoints, every accepted parameter, the response fields.employer.jsonLive facts: categories, locations, requirement mix, pay coverage.vocabulary.jsonThe requirement labels postings here use most, per kind, with counts and evidence.mcp.jsonThe MCP endpoint for this employer: tools, transport and install lines.fit.pyThe fit rubric as a script: profile + jobs in, ranked tiers with quoted evidence out.exclusions.pyThe shared detector fit.py uses for alternatives a posting rules out ("LPN applicants are not eligible").fetch.pyPages through this employer's jobs (cursor paging, requirements included) into jobs.json.templates/shortlist.mdOutput template: fill it from the API and the profile, save it beside the profile.templates/resume-bullet-map.mdOutput template: fill it from the API and the profile, save it beside the profile.templates/cover-letter.mdOutput template: fill it from the API and the profile, save it beside the profile.templates/interview-prep.mdOutput template: fill it from the API and the profile, save it beside the profile.templates/gap-plan.mdOutput template: fill it from the API and the profile, save it beside the profile.templates/pay-note.mdOutput template: fill it from the API and the profile, save it beside the profile.pack.zipEverything above, as one skill folder.llms.txtDiscovery file for this employer's candidate surface.
Generated 2026-11-05T08:47:43Z from live data. API: https://www.openrolesindex.com/orgs/all/v1, keyless and rate-limited.
Discovery: llms.txt.