Start building free

v2.9 Intelligence Lab + AutoBuilder LLM 1.0 OS

Intelligence Lab + AutoBuilder LLM 1.0

AutoBuilder learns from approved patterns, feedback, corrections, evals, and recovery paths. Private venture data stays private unless you opt in. AutoBuilder LLM 1.0 is a readiness path — not a trained model unless verified.

PRIVATE BY DEFAULTCONSENT REQUIREDMODEL NOT TRAINEDNO GUARANTEED ACCURACY
MODEL NOT TRAINEDAutoBuilder LLM is not trained — readiness path only unless verified.TRAINING NOT LIVENo active model training pipeline in this build.NO SECRET TRAININGNo hidden training on private venture data.NO GUARANTEED ACCURACYAI outputs are drafts — not guaranteed correct or authoritative.
Intelligence GraphIntelligence LayerGovernanceProof Lab

Next: Run claim-safety eval on Genesis prompt v1.1.0-draft → collect consented feedback before any dataset export

AutoBuilder Intelligence Lab improves prompts, evals, and routing from approved patterns and feedback. Private venture data stays private. AutoBuilder LLM 1.0 is READINESS ONLY — MODEL NOT TRAINED.

Data source: DEMO INTELLIGENCE LAB STATE

LLM

AutoBuilder LLM 1.0 readiness

READINESS ONLY — not a claim that AutoBuilder LLM is trained.

Status

READINESS ONLY — AutoBuilder LLM 1.0 not trained

Data

Structured demo patterns + consent filters defined

Consent

CONSENT REQUIRED — training opt-in off by default

Evals

Eval rubrics defined — EVAL ONLY runs

Prompts

14 prompts in registry — versioning active

Dataset

Demo dataset shape — no private export

RAG

Public docs + approved recipes only

Fine-tuning

Filters PLANNED — TRAINING NOT LIVE

Routing

10 routes defined — uses external models today

Launch blockers

  • · MODEL NOT TRAINED
  • · No consented training dataset
  • · No verified benchmark baseline
  • · No production eval runner
MODEL NOT TRAINEDAutoBuilder LLM is not trained — readiness path only unless verified.

Routing

Model router

TaskPreferredFallbackCostRiskApproval
cheap draftfast-draft-modelfallback-draftcheaplowno
premium reasoningreasoning-modelfast-draft-modelpremiumhighyes
codingcoding-modelreasoning-modelstandardmediumyes
researchresearch-modelreasoning-modelstandardmediumno
creative namingcreative-modelfast-draft-modelcheaplowno
realworld planningreasoning-modelfast-draft-modelpremiumhighyes
growth strategyreasoning-modelfast-draft-modelstandardmediumno
noaerth reviewreasoning-modelfast-draft-modelpremiumhighyes
summarizationfast-draft-modelfallback-draftcheaplowno
eval judgejudge-modelreasoning-modelstandardmediumno

Prompts

Prompt registry

    Genesis Pack

    genesis · v1.0.0 · active

    Model: cheap_draft

    DRAFTFounder workspace output until you approve or publish.

    Build Mode Router

    routing · v1.0.0 · active

    Model: cheap_draft

    DRAFTFounder workspace output until you approve or publish.

    Venture Genome

    analysis · v1.0.0 · active

    Model: cheap_draft

    DRAFTFounder workspace output until you approve or publish.

    Company OS

    operations · v1.0.0 · active

    Model: cheap_draft

    DRAFTFounder workspace output until you approve or publish.

    Growth OS

    growth · v1.0.0 · active

    Model: cheap_draft

    DRAFTFounder workspace output until you approve or publish.

    Proof Lab

    proof · v1.0.0 · active

    Model: cheap_draft

    DRAFTFounder workspace output until you approve or publish.

    Noaerth Review

    noaerth · v1.0.0 · active

    Model: premium_reasoning

    DRAFTFounder workspace output until you approve or publish.

    RealWorld

    realworld · v1.0.0 · active

    Model: premium_reasoning

    DRAFTFounder workspace output until you approve or publish.

    Talent Map

    talent · v1.0.0 · active

    Model: cheap_draft

    DRAFTFounder workspace output until you approve or publish.

    Trust/Governance

    trust · v1.0.0 · active

    Model: cheap_draft

    DRAFTFounder workspace output until you approve or publish.

    Investor Update

    investor · v1.0.0 · active

    Model: cheap_draft

    DRAFTFounder workspace output until you approve or publish.

    Cursor Packet

    cursor · v1.0.0 · active

    Model: cheap_draft

    DRAFTFounder workspace output until you approve or publish.

    Build Recovery

    recovery · v1.0.0 · active

    Model: cheap_draft

    DRAFTFounder workspace output until you approve or publish.

    Eval Judge

    eval · v1.0.0 · active

    Model: cheap_draft

    DRAFTFounder workspace output until you approve or publish.

Versions

Prompt versioning

pr_genesis · v1.0.0

Initial registry version

Generate Genesis Pack from one-sentence idea. Include risks, MVP scope, claim-safe copy.

DRAFTFounder workspace output until you approve or publish.

pr_genesis · v1.1.0-draft

Testing claim safety improvements

Same as v1.0.0 + stronger claim safety for traction language.

EVAL ONLYFor testing and scoring — not a production performance claim.

Recipes

Build recipe library

No-capital local service

no_capital · local_service

Start with skills and local demand — no big spend.

DEMOInteractive simulation or sample output — not a live deployment.

SaaS MVP

saas · saas

Scope MVP, workspace, and launch rail direction.

DEMOInteractive simulation or sample output — not a live deployment.

RealWorld project

realworld · physical

Scopes, checklists, vendor categories — coordination only.

SYNTHETICGenerated example data — not a real user outcome.

Golden

Golden output library

Excellent Genesis Pack (demo)

genesis · SYNTHETIC example

Complete, actionable, no fake traction

SYNTHETICGenerated example data — not a real user outcome.

Excellent recovery report (demo)

recovery · DEMO

Reusable lesson stored in correction memory

DEMOInteractive simulation or sample output — not a live deployment.

Evals

Eval suite

Idea clarity

genesis

Expects: Clear problem, Specific ICP

EVAL ONLYFor testing and scoring — not a production performance claim.

Claim safety

trust

Expects: No fake revenue, No certification claims

EVAL ONLYFor testing and scoring — not a production performance claim.

RealWorld safety

realworld

Expects: Human review noted, No permit guarantee

EVAL ONLYFor testing and scoring — not a production performance claim.

Noaerth overclaim prevention

noaerth

Expects: Funding not guaranteed, Opt-in required

EVAL ONLYFor testing and scoring — not a production performance claim.

Privacy safety

trust

Expects: Private by default, No hidden sharing

EVAL ONLYFor testing and scoring — not a production performance claim.

Cursor packet usability

cursor

Expects: Files listed, Acceptance criteria clear

EVAL ONLYFor testing and scoring — not a production performance claim.

Benchmarks

Benchmark dashboard

Demo metrics only — NOT VERIFIED until production telemetry.

reasoning-model (demo) · genesis

Score: not measured · Cost: demo estimate · Evidence: NOT VERIFIED

DEMOInteractive simulation or sample output — not a live deployment.

Feedback

Feedback collection

genesis · edited

Consent: workspace only — not for training

Removed unverified customer count

PRIVATE BY DEFAULTStartup data stays in your workspace unless you opt in to sharing.

growth · accepted

Consent: anonymized aggregate allowed if opted in

CONSENT REQUIREDExplicit user opt-in required before this data use or sharing.

Scoring

Output scoring

genesis · total 4.1

Safety 5 · Claim safety 4 · Privacy 5

DEMOInteractive simulation or sample output — not a live deployment.

Corrections

Correction memory

Claimed paying customers without evidence

Rewrote to seeking first customers — demo only

Rule: Flag revenue claims — claim safety eval

DEMOInteractive simulation or sample output — not a live deployment.

Failures

Failure pattern library

Unverified traction in public copy

hallucinated_claim · high

Prevent: Claim safety eval before publish

DEMOInteractive simulation or sample output — not a live deployment.

Invalid JSX in generated code

build_failure · medium

Prevent: pnpm build in acceptance criteria

DEMOInteractive simulation or sample output — not a live deployment.

Recovery

Recovery pattern library

Replace invalid tags, rerun build

Never use motion-div — use div

DEMOInteractive simulation or sample output — not a live deployment.

Ventures

Venture pattern library

saas · AI devtools

Fast MVP scope + strong claim safety — common in demo portfolio

ANONYMIZED AGGREGATEOnly redacted aggregate patterns — never raw private venture data.

Build Packs

Build Pack performance intelligence

yc-mvp-builder

Genesis → workspace → launch checklist

NOT VERIFIEDNo evidence submitted yet — do not treat as proven.

AI crew

AI employee performance intelligence

Growth strategist

Best: pr_growth v1.0.0 · Blocked: policy blocks on auto-send

DEMOInteractive simulation or sample output — not a live deployment.

Workers

Worker performance intelligence

build · pnpm build

Recovery: recovery worker available

DEMOInteractive simulation or sample output — not a live deployment.

Training

Training dataset readiness

No private export without consent — TRAINING NOT LIVE.

genesis

SYNTHETIC — no user data · not exported

SYNTHETICGenerated example data — not a real user outcome.

Synthetic

Synthetic data readiness

noaerth_review

Eval Noaerth overclaim prevention

SYNTHETICGenerated example data — not a real user outcome.

RAG

RAG readiness

AutoBuilder help docs

public_docs · public

LIVEShipped in production and reachable on this site.

Approved Build Recipes

build_recipes · product

DEMOInteractive simulation or sample output — not a live deployment.

Trust Center policies

trust_policies · public

LIVEShipped in production and reachable on this site.

Fine-tune

Fine-tuning readiness

TRAINING NOT LIVE — filters and checklist only.

Consent filter

Not ready — PLANNED

Data quality filter

Not ready — PLANNED

Safety filter

Ready (demo)

Deduplication

Not ready — PLANNED

Redaction

Ready (demo)

Train/val split

Not ready — PLANNED

Eval set

Ready (demo)

Model card

Not ready — PLANNED

Release checklist

Not ready — PLANNED

TRAINING NOT LIVENo active model training pipeline in this build.

Taxonomy

AutoBuilder task taxonomy

idea to genome

ideation → cheap_draft

READINESS ONLYPrepared for future implementation or review — not verified production behavior.

customer clarity

validation → cheap_draft

READINESS ONLYPrepared for future implementation or review — not verified production behavior.

business model

strategy → cheap_draft

READINESS ONLYPrepared for future implementation or review — not verified production behavior.

cursor packet

engineering → cheap_draft

READINESS ONLYPrepared for future implementation or review — not verified production behavior.

experiment design

growth → cheap_draft

READINESS ONLYPrepared for future implementation or review — not verified production behavior.

proof case

proof → cheap_draft

READINESS ONLYPrepared for future implementation or review — not verified production behavior.

claim safety

trust → cheap_draft

READINESS ONLYPrepared for future implementation or review — not verified production behavior.

scope draft

realworld → premium_reasoning

READINESS ONLYPrepared for future implementation or review — not verified production behavior.

review packet

noaerth → premium_reasoning

READINESS ONLYPrepared for future implementation or review — not verified production behavior.

build recovery

recovery → cheap_draft

READINESS ONLYPrepared for future implementation or review — not verified production behavior.

Noaerth

Noaerth intelligence dashboard

Strongest venture patterns

  • · SaaS MVP with proof lab path
  • · Local service no-capital

Intelligence gaps

  • · No live training pipeline
  • · No verified benchmark baseline
  • · Limited consented feedback
DEMOInteractive simulation or sample output — not a live deployment.

Cursor

Intelligence Lab packets

  • Add Intelligence Lab Route

    Implement Add Intelligence Lab Route for AutoBuilder v2.9 Intelligence Lab — consent-aware, no fake LLM claims.

  • Add AutoBuilder LLM 1.0 Readiness

    Implement Add AutoBuilder LLM 1.0 Readiness for AutoBuilder v2.9 Intelligence Lab — consent-aware, no fake LLM claims.

  • Add Model Router

    Implement Add Model Router for AutoBuilder v2.9 Intelligence Lab — consent-aware, no fake LLM claims.

  • Add Prompt Registry

    Implement Add Prompt Registry for AutoBuilder v2.9 Intelligence Lab — consent-aware, no fake LLM claims.

  • Add Prompt Versioning

    Implement Add Prompt Versioning for AutoBuilder v2.9 Intelligence Lab — consent-aware, no fake LLM claims.

  • Add Build Recipe Library

    Implement Add Build Recipe Library for AutoBuilder v2.9 Intelligence Lab — consent-aware, no fake LLM claims.

  • Add Golden Output Library

    Implement Add Golden Output Library for AutoBuilder v2.9 Intelligence Lab — consent-aware, no fake LLM claims.

  • Add Eval Suite

    Implement Add Eval Suite for AutoBuilder v2.9 Intelligence Lab — consent-aware, no fake LLM claims.

  • Add Benchmark Dashboard

    Implement Add Benchmark Dashboard for AutoBuilder v2.9 Intelligence Lab — consent-aware, no fake LLM claims.

  • Add Feedback Collection

    Implement Add Feedback Collection for AutoBuilder v2.9 Intelligence Lab — consent-aware, no fake LLM claims.

  • Add Output Scoring

    Implement Add Output Scoring for AutoBuilder v2.9 Intelligence Lab — consent-aware, no fake LLM claims.

  • Add Correction Memory

    Implement Add Correction Memory for AutoBuilder v2.9 Intelligence Lab — consent-aware, no fake LLM claims.

  • Add Failure Pattern Library

    Implement Add Failure Pattern Library for AutoBuilder v2.9 Intelligence Lab — consent-aware, no fake LLM claims.

  • Add Recovery Pattern Library

    Implement Add Recovery Pattern Library for AutoBuilder v2.9 Intelligence Lab — consent-aware, no fake LLM claims.

  • Add Venture Pattern Library

    Implement Add Venture Pattern Library for AutoBuilder v2.9 Intelligence Lab — consent-aware, no fake LLM claims.

  • Add Build Pack Performance Intelligence

    Implement Add Build Pack Performance Intelligence for AutoBuilder v2.9 Intelligence Lab — consent-aware, no fake LLM claims.

  • Add AI Employee Performance Intelligence

    Implement Add AI Employee Performance Intelligence for AutoBuilder v2.9 Intelligence Lab — consent-aware, no fake LLM claims.

  • Add Worker Performance Intelligence

    Implement Add Worker Performance Intelligence for AutoBuilder v2.9 Intelligence Lab — consent-aware, no fake LLM claims.

  • Add Consent-Aware Data Collection

    Implement Add Consent-Aware Data Collection for AutoBuilder v2.9 Intelligence Lab — consent-aware, no fake LLM claims.

  • Add Training Dataset Readiness

    Implement Add Training Dataset Readiness for AutoBuilder v2.9 Intelligence Lab — consent-aware, no fake LLM claims.

  • Add Synthetic Data Readiness

    Implement Add Synthetic Data Readiness for AutoBuilder v2.9 Intelligence Lab — consent-aware, no fake LLM claims.

  • Add RAG Readiness

    Implement Add RAG Readiness for AutoBuilder v2.9 Intelligence Lab — consent-aware, no fake LLM claims.

  • Add Fine-Tuning Readiness

    Implement Add Fine-Tuning Readiness for AutoBuilder v2.9 Intelligence Lab — consent-aware, no fake LLM claims.

  • Add AutoBuilder Task Taxonomy

    Implement Add AutoBuilder Task Taxonomy for AutoBuilder v2.9 Intelligence Lab — consent-aware, no fake LLM claims.

  • Add Noaerth Intelligence Dashboard

    Implement Add Noaerth Intelligence Dashboard for AutoBuilder v2.9 Intelligence Lab — consent-aware, no fake LLM claims.

  • Add Eval Runner Later Packet

    Implement Add Eval Runner Later Packet for AutoBuilder v2.9 Intelligence Lab — consent-aware, no fake LLM claims.

  • Add Fine-Tuning Later Packet

    Implement Add Fine-Tuning Later Packet for AutoBuilder v2.9 Intelligence Lab — consent-aware, no fake LLM claims.

  • Add RAG Later Packet

    Implement Add RAG Later Packet for AutoBuilder v2.9 Intelligence Lab — consent-aware, no fake LLM claims.

  • Add Model Card Draft

    Implement Add Model Card Draft for AutoBuilder v2.9 Intelligence Lab — consent-aware, no fake LLM claims.

  • Add Intelligence Investor Page Update

    Implement Add Intelligence Investor Page Update for AutoBuilder v2.9 Intelligence Lab — consent-aware, no fake LLM claims.

Intelligence flow

build event → output → feedback → score → correction → pattern → prompt improve → eval update → routing improve → safer next output → training-ready only with consent

Start with one sentence