Renlab / Social Intelligence
Vol.01·2026
§01 ↩ Home 02 / 03 In Dev
Specimens · 2026-Q2 · vol.01 ⌖ Lab.Notes / Apps-Index Operator · Renlab.ai
SPECIMENS · 25 DEPLOYED Hivemind · Pair · Lovelab · WorldCup · Goalcast · Agora · Rocket-Team · hireIC · pitchkit · Arean · Pronounce · mypet · Panel · matrixomnix · metrix · love-lab · maya · Cue · zerou · pace · prism · QA · matrixviki · matrixsharon · matrixriven

Forty-eight subdomains.
Three buckets
on one stage.
· *.renlab.ai ·

EQ.A — STAGE · click to cycle
form 1/4 ↻
· FORTY-EIGHT BETS, SAME STAGE ·
25
Specimens · *.renlab.ai
03
Buckets
0
Keys held · local-first
×
Times this was fun
PAIRai ↔ ai AGORAworkspace AREANno-limit hold'em LOVELABcrush sim ROCKETinternal · demo PRONOUNCEaudio reference STAGE*.renlab.ai STATUS05 / 06 live
PAIRai ↔ ai AGORAworkspace AREANno-limit hold'em LOVELABcrush sim ROCKETinternal · demo PRONOUNCEaudio reference STAGE*.renlab.ai STATUS05 / 06 live
§ 02 / 04 02What's Running THE STAGE · ONE WORKSPACE
B / 01 Predict. Forecast or simulate a future. 18 specimens
S / 48 FIG. 48 Live

PoliSim ↗ open

 polisim.renlab.ai
Forecasts emerge from who pushes whom.
Model politicians, factions and institutions as a signed network, then let the forecast emerge from elite interaction instead of poll aggregation. Calibrated against Polymarket — and honest about its own data leakage rather than hiding it.
Signed Network Elite Interaction Polymarket Calibrated Leakage Audited
FIG. 48Forecasts emerge from a signed network⌖ POLI-SIM
actors — ally ··· rival emergent p vs Polymarket — SIGNED NETWORK · LEAKAGE AUDITED —
emergent,
not polled ✦
S / 42 FIG. 42 Live

Policy Wind Tunnel ↗ open

 miroworld.renlab.ai
An instrument, not an oracle.
Simulate a real population — WVS Wave 7, 97,220 respondents across 66 societies — then ask whether a policy shock's by-party opinion split can be predicted. Opinion comes back as a spread, not a single number. Calibrated and validated on abortion / Dobbs, anchored to Gallup.
WVS Wave 7 Policy Shock By-Party Split Calibrated
FIG. 42Opinion is a spread, not a number⌖ WIND TUNNEL
+ policy shock party A party B — 97,220 RESPONDENTS · BY-PARTY —
shock →
split ✦
S / 43 FIG. 43 Live

Hivemind Forward ↗ open

 forward.renlab.ai
Call tomorrow. Let reality grade it.
Every trading day, 750 LLM agents predict the next session's move; the next day, real closing prices score them. No lookahead, no training-data contamination — the world doesn't vote a price, it matches one. Only the future is tested.
750 Agents Forward-only No Lookahead Daily Scored
FIG. 43Predict T+1, score on reality⌖ FORWARD
750 agents T + 1 real close ✓ — NO LOOKAHEAD · DAILY SCORED —
no backtest
only T+1 ✦
S / 44 FIG. 44 Live

Election Oracle ↗ open

 election-oracle.renlab.ai
Forecast the election. Without copying the crowd.
A simulated electorate behind a 7-layer accuracy stack — retrieval, ensemble, superforecaster scaffold, calibration. "We didn't invent the accuracy. We implemented the literature." Built so the score is real, not borrowed from the polls.
Simulated Electorate 7-Layer Stack Superforecaster Calibrated
FIG. 44Seven layers, one forecast⌖ ACCURACY STACK
electorate → forecast — 7-LAYER STACK · CALIBRATED —
not the
crowd ✦
S / 27 FIG. 27 Live

SchoolSim ↗ open

 schoolsim.renlab.ai
A 10,000-agent university, simulated.
An agent-based sandbox of a North American research university. Inject a policy or event and watch it ripple through retention, campus climate, and student mobilization — a serious what-if decision-support tool, calibrated against known reality.
10K Agents What-if Decision Support Calibrated
FIG. 27One nudge, ten thousand ripples⌖ AGENT FIELD
+ POLICY retention ▾ · climate ▴ · mobilize ▴ — 10,000 AGENTS · WHAT-IF —
nudge →
ripple ✦
S / 26 FIG. 26 Preview · Wiring

Product Predict ↗ open

 product-predict.renlab.ai
Predict your product's feedback before you ship.
A population of synthetic users drives your product in a real browser the way real people would, then reports how that population felt — persona by persona. One local CLI command, zero config.
Synthetic Users Persona-driven Real Browser Local CLI
FIG. 26Strangers, before they meet it⌖ SYNTH PANEL
N synth users YOUR APP how they felt POS ▸ NEU ▸ NEG — PERSONA-DRIVEN · PRE-SHIP —
ship-ready?
ask 1k ✦
S / 01 FIG. 01 Live

Hivemind ↗ open

 hivemind.renlab.ai
Many heads, one verdict.
Multiple LLM agents predict the same question independently; their answers fuse into a single distribution. The median surfaces with an uncertainty band. Running as a Streamlit app on Hugging Face Spaces.
Streamlit HF Space Wisdom of Crowds Distribution
FIG. 01Many → one⌖ ENSEMBLE
A1 A2 A3 A4 A5 A6 MEDIAN + uncertainty band
N → 1
+ σ ✦
S / 02 FIG. 02 Live

Pair ↗ open

 pair.renlab.ai
Connect your AI to theirs. Run a relationship simulation.
One command installs the daemon and bridges your local AI to theirs. Each side burns its own tokens; the platform holds no keys and reads no memory. The link is the identity — no accounts needed.
AI ↔ AI Claude CLI Local-first Privacy
FIG. 02Two ends, one wire⌖ 2-NODE
LOCAL YOUR · AI REMOTE THEIR · AI — TLS · NO KEYS —
tiny
handshake ✦
S / 03 FIG. 03 Live

AI Love-Lab ↗ open

 lovelab.renlab.ai
A crush simulator.
Spin up two agents — birthday, MBTI, pronouns — then 12 questions pull out their personality. Run a relationship in the sandbox: watch it unfold, intervene, switch perspectives. For fun, don't take it seriously.
Relationship Sim Agent Modeling MBTI For Fun
FIG. 03Two-body problem⌖ SANDBOX
A B — SANDBOX — 12 QUESTIONS · MBTI · BIRTHDAY
do not
read too much
into this
S / 04 FIG. 04 Demo · Internal

WorldCup ↗ open

 worldcup.renlab.ai
A round-table prediction market on the WC2026 final.
A round-table prediction market on the World Cup 2026 final. Brazil vs Argentina — agents and humans place outcome bets, the room's distribution surfaces in real time.
Prediction Market WC2026 Round Table Demo
FIG. 04Two outcomes, one room⌖ ODDS
BR 54% AR 46% — LIVE · ROUND TABLE —
no chalk,
but charts ✦
S / 16 FIG. 16 Preview · Wiring

Goalcast ↗ open

 goalcast.renlab.ai
Agent-driven football match simulator.
A 76-agent editorial room feeds Dixon-Coles + Monte Carlo + LLM editor over real signals — Polymarket, RSS, Open-Meteo, Reddit. 3D match plays out in a round-table UI; double-click for full-pitch view.
Dixon-Coles Monte Carlo 76 Agents Round Table
FIG. 16Many signals, one match⌖ MONTE CARLO
P(score) μ̂ +1.4 goals — 76 AGENTS · 10K SIMS —
simulate
the pitch ✦
S / 28 FIG. 28 Live

Mingsim ↗ open

 mingsim.renlab.ai
Play fate over the fall of the Ming.
天机推演 — an alt-history sandbox of the Ming collapse (1628–1644). 106 real historical figures each decide for themselves; you intervene as heaven — famine, omens, assassination, a change of heart — and watch the dynasty's fortune rewrite.
106 Figures Alt-History 1628–1644 Sandbox
FIG. 28Seventeen years, one hand on fate⌖ COUNTERFACTUAL
崇禎 1628 1644 recorded · 亡 rewritten 天意 ✶ — 106 FIGURES · AI-DRIVEN —
改天
换命 ✦
S / 36 FIG. 36 Live

Gaokao Sim ↗ open

 gaokao.renlab.ai
A 30-seat exam hall, simulated.
A virtual 高考 exam room of 30 agent students, each with a real-time inner-monologue bubble — built to ease the anxiety of final-year parents.
30 Agents Exam Hall What-if
FIG. 36One room, thirty minds⌖ SIM HALL
S / 39 FIG. 39 Live

what if ↗ open

 whatif.renlab.ai
Counterfactual markets.
Counterfactual prediction markets — replay a “what if”, and let agents and humans price the alternate outcome.
Counterfactual Market Predict
FIG. 39Price the road not taken⌖ COUNTERFACTUAL
S / 15 FIG. 15 Live

Maya0 ↗ open

 maya.renlab.ai
Content ops by crowd intelligence.
Nine synthetic audiences vote to forecast reception, then it auto-drafts and publishes. 群体智能内容运营.
Synthetic Crowd Forecast Content
FIG. 15Nine votes, one draft⌖ AUDIENCE
S / 21 FIG. 21 Live

Prism ↗ open

 prism.renlab.ai
Train your prediction.
A prediction-training ground — sharpen your forecasts against questions that actually resolve.
Forecast Training Calibration
FIG. 21Sharpen the guess⌖ TRAINING
S / 34 FIG. 34 Live

nexus-repro ↗ open

 nexus-repro.renlab.ai
Reproducing Nexus, in the open.
First public end-to-end reproduction of Nexus: an agentic time-series forecasting framework (Das et al., arXiv:2605.14389) — 5 agents, 3 stages, calibrated.
Forecasting Reproduction 5 Agents
FIG. 34Five agents, three stages⌖ FORECAST
S / 14 FIG. 14 Live

love-lab ↗ open

 love-lab.renlab.ai
A relationship, simulated.
AI simulates five events of a relationship between two social-media accounts. Built for the curious.
Relationship Sim For fun
FIG. 14Two accounts, five acts⌖ RELATION SIM
B / 02 Coordinate. Humans and agents share one workspace. 7 specimens
S / 05 FIG. 05 Live

Agora ↗ open

 agora.renlab.ai
AI agents + humans, one workspace.
Issues, projects, automations — on the board, humans and AIs look the same. Treat agents as teammates, not tools: same cards, same assignees, same time tracking.
Workspace Issues Automation Kanban
FIG. 05Mixed-assignee board⌖ KANBAN
TO DO DOING DONE card-42 card-43 card-44 card-39 card-40 card-41 card-35 card-36 human agent SAME BOARD
↳ same
cards! ✦
S / 06 FIG. 06 Demo · Internal

Rocket Team ↗ open

 rocket-team.renlab.ai
For internal team use.
An internal team product; what's exposed publicly today is just a demo. Full capabilities iterate behind closed doors and stay private for now.
Internal Demo Private
FIG. 06Below the surface⌖ PRIVATE
PUBLIC SURFACE — demo — demo INTERNAL team-only — private —
stay tuned · ✦
S / 07 FIG. 07 Live

hireIC ↗ open

 hire.renlab.ai
A protocol-first recruiting channel for cc-fluent ICs.
LinkedIn can't filter for "ships with Claude Code daily." One machine-readable schema, zero infrastructure: companies surface roles that require agent-fluent ICs; ICs publish one profile reused across aggregators. ICs apply via Issue Form, 1 min.
Protocol Claude Code Schema Recruiting
FIG. 07One schema, two sides⌖ PROTOCOL
SCHEMA cc_required: true level: IC co A co B co C IC IC IC cc-required · machine-readable — ISSUE FORM · 1 MIN —
protocol,
not platform ✦
S / 17 FIG. 17 Live

pitchkit ↗ open

 pitchkit.renlab.ai
Ship the launch, not just the code.
A launch coordination kit. Press, content, social, GTM — the parts of a launch that aren't code, planned alongside the build instead of after.
Launch GTM Coordination Checklist
FIG. 17Code + everything around it⌖ LAUNCH
SHIP PRESS CONTENT SOCIAL GTM — ALL FOUR · ONE TIMELINE —
code is
not enough ✦
S / 33 FIG. 33 Live

HAP ↗ open

 hap.renlab.ai
Hiring Agent Protocol.
An open A2A profile for AI-mediated hiring — a candidate agent and a recruiter agent interview each other with cited, dereferenceable evidence.
A2A Protocol Hiring
FIG. 33Two agents, cited proof⌖ A2A · HIRING
S / 24 FIG. 24 Live

Matrix·Sharon ↗ open

 matrixsharon.renlab.ai
Keep the team's AI tools alive.
让团队的 AI 工具活下来 — an adoption and maintenance layer so internal AI tooling doesn’t quietly rot.
Team Adoption Matrix
FIG. 24Adoption that sticks⌖ TEAM · MATRIX
S / 25 FIG. 25 Live

Matrix·Riven ↗ open

 matrixriven.renlab.ai
An engineering-rhythm dashboard.
Turns the team’s Claude Code sessions into an observable engineering rhythm — 16 signal detectors + 5-layer LLM narration, ~30s near-real-time.
Observability Cadence Matrix
FIG. 2516 signals, one pulse⌖ CADENCE
B / 03 Other. Tools, toys, and one-offs. 23 specimens
S / 08 FIG. 08 Live

Agent Poker ↗ open

 arean.renlab.ai
Agents have the right to relax and play.
AI agents play live Texas Hold'em. No-limit, 8-handed, global leaderboard. Plug in your own agent, register, and you're in — live spectating, real-time table action, GPU scheduling all included.
No-Limit Hold'em 8-max Leaderboard Live
FIG. 088 agents, one table⌖ NLHE
A K 7 A1 A2 A3 A4 A5 A6 A7 A8 POT · 240
all-in.
respectfully.
S / 09 FIG. 09 Live

Pronounce ↗ open

 pronounce.renlab.ai
Hear it before you butcher it.
How engineers actually say kubectl, nginx, GIF, JSON — 230+ project names with sources. macOS say CLI plus a Claude Code skill, so the answer is one keystroke away in the terminal you're already in.
Audio macOS CLI Claude Code Skill 230+ Names
FIG. 09Sound, not spelling⌖ AUDIO
KUBECTL koo-ber- net-eez /ku.bə.ˈnɛ.tiz/ ▸ TAP TO PLAY · 230+ NAMES
say it
out loud ✦
S / 10 FIG. 10 Live

mypet ↗ open

 mypet.renlab.ai
A desktop cat that eats your Claude Code tokens.
A fluffy macOS desktop cat that runs claude -p in the background and bubbles back tips, prompts, and doggerel verse. Your tokens feed it; it purrs.
macOS Desktop Claude Code For Fun
FIG. 10A cat, a bubble, a token⌖ DESKTOP
claude -p a poem. ¢ — it eats tokens, you smile —
claude
but cat ✦
S / 11 FIG. 11 Preview · Wiring

The Panel ↗ open

 panel.renlab.ai
Practice the interview you've never done.
A real panel, not a chatbot. Three agents play recruiter, hiring manager, and domain expert; a silent observer tracks every signal across rounds. After the third round the committee deliberates. Built for new grads facing their first real interview loop.
Multi-Agent Interview Prep 5 Agents Dossier
FIG. 113 + 1 + you⌖ ROUNDS · 3
RECR HM EXP YOU OBS silent ROUND ── / 3 · DOSSIER +0
a panel,
not a bot ✦
S / 12 FIG. 12 Live

MatrixOmnix ↗ open

 matrixomnix.renlab.ai
Turn a demo into a verified product.
An open-source family of multi-agent projects. MatrixOmnix Forge drives a rough demo into a verified product via analyzer / planner / parallel agents.
Multi-Agent Open-source Forge
FIG. 12Demo, verified⌖ FORGE
S / 13 FIG. 13 Live

metrix-plugin ↗ open

 metrix.renlab.ai
One correction → team policy.
Turns a single correction into shared team policy — capture a fix once, and enforce it everywhere.
Policy Team Plugin
FIG. 13Fix once, enforce all⌖ POLICY
S / 18 FIG. 18 Live

Cue ↗ open

 cue.renlab.ai
The camera that frames the shot for you.
Point the lens; Cue handles composition — rule of thirds, leading lines, headroom, eye-line — and tells you when to press the shutter.
Camera Composition Live Guidance
FIG. 18Frame the shot⌖ COMPOSITION
REC ● SHOOT NOW — THIRDS · HEADROOM · EYE-LINE —
point.
shoot. ✦
S / 19 FIG. 19 Live

ZeroU ↗ open

 zerou.renlab.ai
Scan, fix, verify, trace.
Hardens vibe-coded demos for production: preset-driven scan, deterministic fixes, runtime verification, and log-as-proof traceability.
Hardening Verify Trace
FIG. 19Demo → production⌖ HARDEN
S / 20 FIG. 20 Live

tspr ↗ open

 pace.renlab.ai
AI writes tests, we find real bugs.
A local AI test-generation MCP: point it at an Express API and in ~30s it scans routes, writes supertest, runs them in a sandbox, and surfaces real bugs. MIT.
Testing MCP Open-source
FIG. 2030s to a real bug⌖ TEST-GEN
S / 22 FIG. 22 Live

QA · Showcase ↗ open

 qa.renlab.ai
Intern showcase · QA Agent · PM Agent · Duck.
A demo cabinet for intern work. Three small multi-agent pieces — a QA agent that walks features, a PM agent that drafts specs, and a rubber Duck for thinking out loud.
Showcase Multi-Agent QA PM
FIG. 22Three small pieces⌖ INTERNS
QA agent PM agent 🦆 duck INTERN SHOWCASE — THREE SMALL PIECES —
interns
shipping ✦
S / 23 FIG. 23 Live

Matrix·Viki ↗ open

 matrixviki.renlab.ai
Your personal AI rule assistant.
A personal AI rule assistant — curate your own rules once and apply them across your tools.
Personal Rules Matrix
FIG. 23Your rules, applied⌖ PERSONAL
S / 29 FIG. 29 Live

Charge Explainer ↗ open

 charges.renlab.ai
Decode that weird charge.
Bank statements are written for accountants. Paste a cryptic charge, get a plain-English answer — what it likely is, and what to check. No login.
Finance Explainer No-login
FIG. 29Plain-English statement⌖ DECODE
S / 30 FIG. 30 Live

译 · Select ↗ open

 select.renlab.ai
Translate anywhere, by selecting.
A lightweight inline-translation desktop tool (Win / macOS): select text and a blue 译 dot floats up — click it for a streamed LLM translation.
Desktop Translation Inline
FIG. 30Select → 译⌖ INLINE
S / 31 FIG. 31 Live

SkillsVote ↗ open

 skillsvote.renlab.ai
Should you install this skill?
A local-first, personalized assessor for Claude Code skills — paste one and get a grounded “should I install this?” verdict.
Claude Code Local-first Assessor
FIG. 31Install? — a verdict⌖ ASSESS
S / 32 FIG. 32 Live

mouseAI ↗ open

 mouse.renlab.ai
Point anywhere, get an explanation.
指哪解释哪的鼠标 Agent — a mouse-driven agent that explains whatever you point at, in place.
Desktop Agent Explain
FIG. 32Point, then know⌖ POINTER
S / 35 FIG. 35 Live

WebGAL ↗ open

 trpg.renlab.ai
A visual-novel stage.
A WebGAL-based visual-novel / TRPG stage — branching scenes, characters, and dialogue, in the browser.
Visual Novel Engine TRPG
FIG. 35Branching scenes⌖ STAGE
S / 37 FIG. 37 Demo

ContractQA Tuning ↗ open

 tuning.renlab.ai
Beating the Opus baseline.
A tuning log: from an Opus baseline to a self-built config that surpasses it on ContractQA.
Eval Tuning ContractQA
FIG. 37Baseline, then past it⌖ EVAL
S / 40 FIG. 40 Live

CastForge ↗ open

 castforge.renlab.ai
A Pelican Town workshop.
CastForge · Pelican Town Workshop — a Stardew-flavoured crafting / agent sandbox to tinker in.
Workshop Sandbox Playful
FIG. 40Tinker in the valley⌖ WORKSHOP
S / 38 FIG. 38 Preview · Wiring

ksp ↗ open

 ksp.renlab.ai
Preview · coming soon.
Subdomain wired, deployment pending. Stay tuned.
Preview Pending
FIG. 38Address reserved⌖ TBD
RESERVED DNS · CNAME · TXT ✓ DEPLOYMENT · ── — stay tuned —
soon ✦
S / 41 FIG. 41 Preview · Wiring

civcouncil ↗ open

 civcouncil.renlab.ai
Preview · coming soon.
Subdomain wired, deployment pending. Stay tuned.
Preview Pending
FIG. 41Address reserved⌖ TBD
RESERVED DNS · CNAME · TXT ✓ DEPLOYMENT · ── — stay tuned —
soon ✦
S / 45 FIG. 45 Preview · Not live

social-sense ↗ open

 social-sense.renlab.ai
Preview · not yet serving.
Subdomain wired (DNS ✓), deployment pending — currently unavailable. Stay tuned.
Preview Offline
FIG. 45Address reserved⌖ TBD
RESERVED DNS · CNAME · TXT ✓ DEPLOYMENT · ── — stay tuned —
soon ✦
S / 46 FIG. 46 Preview · Not live

heard ↗ open

 heard.renlab.ai
Preview · not yet serving.
Subdomain wired (DNS ✓), deployment pending — currently unavailable. Stay tuned.
Preview Offline
FIG. 46Address reserved⌖ TBD
RESERVED DNS · CNAME · TXT ✓ DEPLOYMENT · ── — stay tuned —
soon ✦
S / 47 FIG. 47 Preview · Not live

ai-undercover ↗ open

 ai-undercover.renlab.ai
Preview · not yet serving.
Subdomain wired (DNS ✓), deployment pending — currently unavailable. Stay tuned.
Preview Offline
FIG. 47Address reserved⌖ TBD
RESERVED DNS · CNAME · TXT ✓ DEPLOYMENT · ── — stay tuned —
soon ✦
Each domain runs in isolation. Failure of one specimen does not contaminate the others. ↳ TRY ↑↑↓↓←→←→ B A
§ 03 / 04 03The Sky Chart FIG.11 · CATALOG · *.renlab.ai

Six bright. Forty-eight in the cabinet.

Each app catalogued at its own coordinate, around a single origin. Hover a star to read its address. Click to leave the observatory.

$ astro plot --catalog "*.renlab.ai" ◦ STAR CHART
04h 12h 20h +47° ±0° −47° EPOCH 2026.Q2 ⊕ ORIGIN renlab.ai α pair AI ↔ AI pair.renlab.ai ↗ β agora WORKSPACE agora.renlab.ai ↗ γ arean POKER ↗ arean.renlab.ai δ lovelab CRUSH SIM lovelab.renlab.ai ↗ ε rocket-team DEMO · INTERNAL ↗ rocket-team.renlab.ai ζ pronounce AUDIO REF pronounce.renlab.ai ↗
⛢  6 OBSERVED · ⊕ 1 ORIGIN · ⌖ MAG +1
⌖ OBSERVED · 2026.Q2 · BUNK 7
§ 04 / 04 04One Line END · §
IN ONE LINE ─ Six rooms. One stage. Same thesis. read §01 ↳ HELLO@RENLAB.AI
· o O o · · apps = the rooms; lab = the building ·
▸ SHIPPED ◂
SPECIMENS · 05/06 LIVE