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#31

M Agent: Recruiter Expertise Infrastructure

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rezcarbon/truematch-m-agent-demo
其他OPC-SG

M Agent solves the recruiter expertise gap by giving hiring teams instant 15-year-veteran-level capability through evidence-verified assessment + 6 non-bypassable patent gates. THE PROBLEM: Recruiters need 10–15 years to develop good hiring judgment. Most teams don't have that. Traditional screening misses embodied expertise (GitHub commits, published papers, coherent work history). THE SOLUTION: M Agent extracts claims from resumes, cross-references them against embodied proof (GitHub, DOI papers, certifications, work history), then enforces integrity through 6 patented gates (coherence, temporal depth, confidence bounds, physiological evidence, logic separability, orchestration). THE MOAT: 6 IPOS patents (May 2026, $205M–$3.4B valuation). Gates are rule-based + evidence-verified (not ML-based), so they cannot be bypassed or hallucinated. Full audit trail for compliance (EU AI Act, NYC LL144, PDPA). THE DEMO: Two real scenarios show M Agent's range: • Wei Chen (clean): Traditional 50 → M Agent 87 (finds 847 GitHub commits, 2 DOI papers, 12-year coherent career). All 6 gates PASS. • Marcus Lee (fraud): Claims CTO + VP simultaneously (impossible). Says 5 patents, zero proof. Gates detect timeline overlap (C-02) and missing evidence (C-04). C-06 blocks findings until clarified. Judge Experience: 10–15 minutes → Splash page (5 min): Problem → Solution → Moat → Scenarios → Live demo (5-7 min): 3-column layout (JD | CV | Assessment) Executive view (verdict + gates) + Technical view (agentic loop + JSON) Built by: Mohamed Reezan (particpant) + Carmen Chan )absentia) (co-inventors, 6 patents filed May 2026) Track: Sovereign AI Models | Status: Production-ready, fully deployed START: https://truematch-m-agent-demo.onrender.com/index_splash.html

线下社交参与: SG_OPC_0712

分数拆解

GitHub 体量 · 50%X / 社交 · 50%
0.6×0+0.4×0=0
GitHub 体量0 (50%)
Stars0 → 0
Forks0 → 0
体量分0
权重× 0.6
X / 社交0 (50%)
点赞0
回复0
引用0
转发0
社交分0
权重× 0.4

同类对比

热度社交

#3 / 84 同类排名 · 其他 4%

本项目0
同类均值0.63
同类最高33.65

分数历史

2026-07-26

0.00

总分 体量 社交
0.30.20.10.10.07月12日7月26日

执行流程

01提交
提交 GitHub 仓库 + X 帖子,附钱包签名 payload。
02抓取
每日抓取 stars、forks 和 X 互动并记录快照。
03计分
分别算体量(GitHub)与社交(X)分,再按分类加权。
04排名
与全场对比排名;记录每日走势。