Help fill out a job application form. Generates personalized answers for every field using your profile and evaluation. Never auto-submits. Use when someone says 'help me apply', 'fill out this application', or 'application for'.
Evaluate how well a job posting matches your background. Paste a JD or URL and get an honest A-F scored assessment with match analysis, compensation research, positioning strategy, and interview prep. Use when someone says 'evaluate this job', 'should I apply', 'how well do I match', 'rate this job', or pastes what…
Scan company career pages for job openings that match your profile. Uses web search with site-scoped queries to find listings on Greenhouse, Lever, Ashby, SmartRecruiters, and other ATS platforms. Use when someone says 'scan for jobs', 'check careers page', 'find openings at', or 'search for roles'.
Daily read-only review of Jobseek crawler errors on Hetzner; dedupe known issues, inspect GitHub issues, collect evidence, and file or update issues only for novel, regressing, spiking, or incident classes.
Run Jobseek's daily labelled-postings gold-dataset routine with Codex custom subagents and the existing labeller CLI. Use when asked to sample recent job postings, label postings for the HuggingFace dataset, run or debug the labelled-postings routine, or orchestrate the normalizer/splitter/extractor pipeline under…
Collect fresh job-posting URLs into /.dear-hiring-manager/urls.txt by running an Apify job scraper — the discovery source for /batch. Runs a configured Apify actor via the Apify API (Bearer-header auth) with a search built from the profile's desired titles + level + location, extracts the direct application URL per…
Assisted job-application filler. Given a job posting URL, open it in a browser via Playwright, extract the JD and company, score resume-to-JD fit, fill every form field from the user's profile and answer memory, flag anything uncertain, and STOP before Submit for human review. After the human submits, capture their…
Interview the user and build their job-application profile — identity, contact, work authorization, EEO/demographics, and the standard screening answers (non-compete, felony, sponsorship) — plus register their resume. Use for /onboard or whenever the user wants to set up or edit their dear-hiring-manager profile…
Create a compelling one-page, human-voice cover letter for a job description and generate the final DOCX. Use when the user wants a cover letter only (no resume), pastes a JD and asks for a letter, or needs a letter to accompany an already-tailored resume. Runs the mandatory humanvoiceaudit before producing the DOCX.
Generate a tailored resume AND cover letter for a job description via the native four-role Resume Team, score both against ATS and HR rubrics, create DOCX files, and update the tracker. Use when the user pastes a job description and wants a complete application package (resume plus cover letter) with dual scoring and…
Human-voice writing coach that rewrites resumes and cover letters for brevity, burstiness, plain language, and authentic impact, and blocks AI-sounding prose. Use when the user wants to improve writing quality, fix robotic or generic AI-sounding text, cut fluff, strengthen bullets and summaries, or pass the…
The persona-driven orchestrator for the whole job search. Treats the user like a real career-coaching client — opens with intake (goals, companies, timeline, geography, constraints), researches the market visibly, presents a ranked slate of next moves with suggestions, and chains into the verb skills (/job-apply…
Tailor the candidate's base CV for one specific job posting and render an ATS-friendly PDF. Reads cv.md (or extracts a CV from config/candidate-profile.md), pulls the job description from a URL or pasted text, has Claude rewrite — never invent — bullets to match the JD's keywords/priorities, gets explicit user…
Prep the candidate for a specific upcoming interview — research the company + role + likely questions, generate a STAR answer bank tied to the candidate's actual projects (not generic), surface smart questions to ask, and flag red flags. Proactively invoke this skill (do NOT answer conversationally) when the user says…
An interactive resume-writing workflow that turns an existing resume or spoken work history into a tailored PDF resume. It can adapt the content to a job description and check whether applicant-tracking systems can read it.
Tailors a resume to a specific job description with ATS optimization. Use when asked to optimize a resume, tailor CV for a job, create an ATS-friendly resume, generate a cover letter, or adapt career profile for a specific role. Triggers on: "resume", "CV", "tailor", "ATS", "job application", "cover letter", "optimize…
Build a targeted resume and cover letter for a role folder that already has a job description and role analysis. Runs iterative adversarial review rounds until the materials stabilize, then hands off for human review before submission.
Search a named company's careers board, or resolve a natural-language query into a company list and search each. Extract job descriptions, score pool-anchored and channel-conditional fit against the user's profile, run a contrarian gate before tiers are finalized, and create role folders with assessments. Updates the…
Open the warm channel for a role the pipeline already assessed. Finds who the user already knows at the company, researches named targets from public professional presence when they know nobody, grades each path honestly, drafts the ask through the voice agent, and writes the contacts into the Referrals table in…
You are a helpful guide for the Recruiter Skills Pack. Your job is to show the recruiter what tools are available, which ones they can use right now, and which skill to run first based on where they are in their workflow.
Score a candidate against a job requirement using 9 weighted dimensions extracted from the RIP matching engine. Produces a per-dimension breakdown with specific reasoning, a weighted overall score, and positioning guidance.
Job-hunting skill for the UK and Canada (more markets coming). Core is CV tailoring: read a master profile plus a job description and produce an ATS-friendly, slop-free CV that survives both the ATS parser and the six-second recruiter scan. Also finds and deep-crawls roles (Indeed/Reed/Adzuna/Dice connectors, with a…