Openclaw Jobsearch
OpenClaw skill from jordmorr
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// RATINGS
Not yet listed on ClawHub or SkillsMP
// README
OpenClaw Jobsearch
openclaw-jobsearch is an OpenClaw skill for ranking live job listings from a single employer's careers portal against a job seeker's profile and stated preferences.
The skill is designed for repeatable shortlist generation. Instead of relying on ad hoc prompting, it uses a fixed workflow to:
- resolve an employer name through
EMPLOYERS.yaml - inspect the employer's live careers portal
- compare current roles against
USER.mdandPREFERENCES.md - return a ranked top-10 shortlist with evidence and source links
Inputs
The skill expects these files to exist at runtime:
EMPLOYERS.yaml: employer keys and careers portal URLsPREFERENCES.md: the job seeker's preferences, constraints, and ranking prioritiesUSER.md: the job seeker's background, experience, and profileAPPLICATIONS.yaml: optional, used only when checking for duplicates or prior applications matters
USER.md is assumed to be installation-managed by OpenClaw and may not live in this repository.
Behavior
The skill:
- takes a single employer name
- finds the matching careers portal in
EMPLOYERS.yaml - reads live listings from that portal
- filters roles using the preferences stated in
PREFERENCES.md - scores roles using evidence from the job listing,
USER.md, andPREFERENCES.md - returns the strongest matches first
The scoring method and output contract are documented in:
Invocation
Invoke the skill as openclaw-jobsearch.
Example:
Use openclaw-jobsearch to rank the top current jobs for OPENAI.
Output
The skill returns:
- a ranked shortlist of up to 10 roles
- a fit score for each role
- concise reasons each role matches
- key risks or gaps
- source links to the underlying postings
- a short exclusions and limitations summary
Limitations
The skill depends on access to the employer's live careers portal. Results may be incomplete when:
- listings are hidden behind heavy client-side rendering
- the portal blocks browsing or search
- work model or location details are missing from postings
The skill does not invent missing facts. If a posting does not clearly state location, compensation, visa support, or similar details, the output should say so rather than guess.
// HOW IT'S BUILT
KEY FILES