Mission builder
Companies can create role-specific proof missions that test the work they actually need: API design, debugging, data analysis, product judgment, technical writing, or systems thinking.
Velric-level missions. Findr-ready proof packets.
Proof-of-work hiring needs a memory layer.
Rolemate gives companies role-specific proof missions and gives candidates a reusable proof passport. As AI recruiters and proof-of-work hiring spread, completed work should compound instead of disappearing after each application.
Agent-readable proof packet
Target
Backend AI Intern
Mission result
Designed a job-post parser API with tests and edge-case notes
Evidence
GitHub repos, Voya ETL, Rolemate, hackathon builds
Reusable claims
API design, data pipelines, RAG, product shipping
Agent packet
Why this candidate should be routed to human review
System output
Completed proof should compound across roles, referrers, mentors, companies, and recruiter agents.
Minimum bar
Rolemate starts with the thing Velric is proving: resumes are too weak.
The product must support proof missions directly. The difference is what happens after missions and always-on recruiter agents become normal.
Proof map
Each completed mission becomes part of a candidate-owned evidence map with claims, artifacts, timestamps, reviewer notes, and supporting work across GitHub and projects.
Gap plan
Rolemate shows which target roles the candidate is close to, which proof is missing, and what mission, project, or prep artifact would improve fit fastest.
Employer view
Hiring teams and recruiting agents get a shortlist organized by evidence quality, role fit, mission performance, communication signal, and growth trajectory before interviews.
Post-Velric / post-Findr wedge
If proof missions and AI recruiters win, the next pain is proof routing.
A successful Velric-like market creates repeated proof tasks. A successful Findr-like market creates always-on recruiter agents deciding who gets routed forward. Rolemate is built for the second-order market where proof must be reusable, comparable, permissioned, and machine-readable.
Mission fatigue
If every company creates its own proof task, candidates will drown in unpaid assignments. Rolemate makes proof reusable, permissioned, and role-mapped.
Assessment fragmentation
A candidate may complete strong work across five companies and still have no portable record. Rolemate turns repeated assessments into a durable proof passport.
Recruiter-agent opacity
If always-on AI recruiters become common, candidates need machine-readable proof packets that show why an agent should route them forward.
Reviewer bandwidth
Proof-of-work hiring only scales if companies can review evidence quickly. Rolemate summarizes, compares, and routes the highest-signal candidates first.
Inputs
Rolemate reads formal missions, informal proof, and agent context.
ResumeGitHubProjectsCourseworkHackathonsInternshipsClub workWritingCoding-agent sessionsProof missionsTechnical assessmentsInterview feedbackRecruiter-agent context
MCP and API layer
Rolemate should be callable from any serious AI hiring surface.
ChatGPT, Claude, Cursor, internal recruiting agents, career-center tools, or a company ATS can call Rolemate as a tool. The moat is structured proof, mission memory, and agent-readable context.
Available tools
rolemate.create_mission
rolemate.submit_mission_artifact
rolemate.generate_proof_map
rolemate.compare_to_role
rolemate.recommend_next_proof
rolemate.draft_referral_context
rolemate.prepare_agent_packet
Competitive wedge
Match proof-of-work hiring, then own portability, reuse, and agent routing.
Velric
Employer-created missions, proof-of-work hiring, standardized talent validation
Mission marketplace plus candidate-owned proof passport, reusable evidence, MCP/API access, and cross-employer fit intelligence
Findr.es
Always-on AI recruiter layer for sourcing, screening, and routing candidates
Agent-readable proof packets that give recruiter agents verified evidence, reusable mission results, and candidate-controlled context
AIApply, JobCopilot, LazyApply
Application volume, autofill, resume tailoring, cover letters
Lower-volume targeting based on missions, proof, fit, and next evidence to build
Simplify, Teal, Huntr
Job tracking, resume tools, keyword matching, browser extensions
Portable proof graph that moves across ChatGPT, Claude, recruiters, referrers, and company tools
Final Round AI
Interview practice and real-time interview assistance
Interview prep grounded in mission results, target-role gaps, and the candidate's real evidence
Rolemate
Free for builders. Businesses pay for mission design, stronger technical signal, evidence review, and recruiter-agent routing.