Skills
Grouped into categories that match the posting’s language, then ordered by inferred relevance to the role.
Evidence-backed resume tailoring
Turn real technical work into tailored proof for every job.
Upload your resume, connect your repositories, and build evidence-backed resumes and cover letters matched to each role — without inventing experience.
Free to start. matchstaq never fabricates — every AI-written claim traces to something you actually provided.
Built a webhook dispatch service that processes 12k events/min with at-least-once delivery and idempotent retries.
- repo
- you/dispatch-service
- file
- src/queue/dispatch.ts
- commit
- 3aa39bf
traced to repository evidence
// anti-hallucination guarantee
matchstaq never invents skills, metrics, employers, or facts. It surfaces what you've already shipped and matches it to what the role actually needs.
How it works
From what you've shipped to a resume that fits the role
- 01
Build your profile
Upload a resume, then import your work history, projects, skills, and certifications. Your profile is a durable source of truth — not a one-off prompt.
- 02
Connect your repositories
matchstaq scans connected repos and stores structured repository evidence: code, documentation, config, technologies, and architecture signals.
- 03
Generate a tailored resume
Point matchstaq at a job posting. It builds one tailored resume per Job Target — skills grouped to the role, bullets sharpened, projects chosen from real evidence.
What gets tailored
Three sections, sharpened for one posting
Work experience
Your real history stays intact. Bullets get clearer, more specific, and aligned to the target — never invented.
Portfolio projects
The most relevant projects, with bullets generated from evidence found in each project’s source repository.
Repository evidence
Project bullets built from real code, not generic descriptions
Connect a repository and matchstaq analyzes it into structured evidence — technologies, architecture signals, and implementation details — that later grounds accurate project bullets. Three scan levels trade speed for depth.
- 01free
Quick Repo Scan
A fast pass over structure, languages, and metadata.
- 02free
Project Insight Scan
A business summary and technical documentation for the project.
- 03paid
Deep Evidence Scan
Evidence paths that back each project bullet. Supports private repos.
Honest about what this is
What matchstaq is not
Not an AI resume generator
We surface evidence from your real work — we don’t invent it.
Not a job board
No listings and no apply button. matchstaq shapes the resume; you choose where it goes.
Not a career coach
No interview prep and no generic advice. Just evidence, matched to the posting.
Not a chatbot
Generation is structured, reviewable, and evidence-anchored — not a conversation.
Real projects. Tailored proof.
Your repos already say more than your resume does. Point matchstaq at a posting and build the strongest truthful version of your work.
Free to start. No fabricated claims, ever.