A job-description analysis tool that translates a job posting into the role's real requirements, your match, skill gaps, application trade-offs, likely interview questions, and next steps. It then creates an HTML report after you provide the posting and your résumé.
A Chinese-language project analysis and interview-preparation guide that creates learning and interview documents in a project repository. It presents answers in first-person STAR format, where STAR structures examples as Situation, Task, Action, and Result.
A Chinese-language job-search assistant made up of five agents that support the process from discovering achievements to preparing for interviews and planning skill improvements.
Progressive deep review — given a skill, first diagnoses current state and proposes an editable study plan, then runs L1-L5 gates plus dynamic remediation gates (L1-L3 the user answers and AI scores; L4-L5 simulate a target company's interviewer follow-ups), carries a cross-session mastery profile, and back-flows low…
Unified entry point for the interview training system — a smart router that drives the whole flow (apply, prep, mock, debrief, analyze, review). With no args it analyzes your current state and recommends the next best action.
Mock interviewer — role-plays a hiring-bar interviewer for an interactive mock interview, asking one question at a time, drilling deeper adaptively, scoring in real time, and identifying weak spots. Company styles are loaded from your configurable company-style library.
Interview preparation workbench entry point. Runs the full pipeline from resume + target company + JD to a complete prep workspace (research, experience bank, verbatim scripts, industry brief), or routes to a single step. Use when the user says they have an interview coming up, wants interview prep, uploads a resume…
Writes verbatim, speakable interview scripts (逐字稿) — spoken-style answers the candidate can read aloud, organized in modules with quick-reference anchors, with every number traced to the story bank and given with its source. Use when the user asks for interview answers, answer drafts, 逐字稿 / 答题稿 / 这题怎么答 / 帮我写自我介绍 /…
Deconstructs a job description and builds interview intelligence — JD-to-evidence matching, company and product research, interviewer profiling, recruiter-vs-team discrepancy checks, and next-round question forecasting. Use when the user shares a JD or job link, names a company they will interview with, asks to…
Internal test harness for plugin maintainers. End users should not invoke this. Runs synthetic personas through critical journeys against the plugin and produces LLM-judge findings reports. Trigger words "/test-personas", "run the test harness", "test the plugin end-to-end", "run the test personas".
This skill should be used when the user asks for "start", "/setup", "set up the plugin", "first-time setup", "install pm-job-search", "configure my profile", "create my profile", or wants to onboard onto pm-job-search for the first time (or re-run onboarding to update a field). Conducts a nine-step conversational…
This skill should be used when the user asks for "/today", "my daily brief", "today's brief", "where am I in my job search", "what should I work on today", "pipeline state", or wants a sorted view of every active company plus today's actions. Two-phase: input phase captures fresh facts since the last journal entry…
Tailor the student's resume + generate a cover letter + build an interview-prep bundle for a specific job posting. Runs in the student's working directory so it can cite evidence from their actual project files (capstone, notebooks, READMEs, PDFs). Outputs ATS-friendly PDFs in ./applications/ - /. Also investigates…
Run a timed coding assessment simulation in the terminal. Use for OA practice, GCA or ICA mocks, mock interviews, pairing rounds, take-homes, and pasted job postings.
Turns the current codebase into a Staff-level system design interview problem. Scans directory structure, routes, data models and infrastructure, then produces a grounded interview brief — The Question, Core Requirements, Below the Line, Non-Functional Requirements, High-Level Architecture (target vs as-built), Data…