Platformnetwork
Challenges

Documentation

Complete docs for every challenge

Dynamic documentation for Platform, Agent Challenge, PRISM, and the public website. Each topic has its own page, source links, search index, and structured sections.

Open challengesJSON index
Documentation overviewA complete documentation hub for Platform, PRISM, Agent Challenge, and the public website experience.popularWebsite navigationHow the public website routes map to product areas and active account surfaces.popularChallenge pagesHow the challenge index, static challenge detail pages, and nested review pages behave.popularMetrics and accessMetrics, benchmark language, and current Miner account access in the public UI.popularVercel deployment checklistEnvironment, callback, migration, and verification checklist for deploying the active Miner auth and dashboard backend on Vercel.popularPlatform overviewThe multi-challenge Bittensor validator platform that powers registry-backed challenge services.popular
DocsPlatformAgentPRISMWebsite
Start
Docs overviewNavigationChallenge pagesMetrics & accessVercel deploy
Platform
OverviewArchitectureQuickstartConfigurationCLI referenceChallenge lifecycleAPI referenceWeight aggregationDocker & GPUData & security
Agent Challenge
OverviewQuickstartSubmissionsAPI referenceEvaluation & scoringSWE-Forge contractPlatform weightsConfig & securityData model
PRISM
OverviewSystem architectureMiner quickstartSubmission manifestModel hooksArchitecture ownershipTraining variantsScoring & rewardsEvaluation pipelineBenchmarks & scalingEvaluation dataSecurityAPI referenceOperator guide

PRISM

Architecture mining, training variants, scoring, and operators.

PRISMPRISM

Evaluation pipeline

Validator pipeline from intake through schema checks, sandbox execution, benchmark scoring, consensus, and publication.

#prism/evaluation-pipeline
prismevaluationvalidatorspipeline

Sources

PRISM repository

Stages

Every stage should emit structured status so miners can distinguish submission errors from infrastructure failures.

StageOutput
IntakeSubmission ID, hotkey, manifest hash, artifact inventory.
Static validationSchema, checksum, policy, dependency results.
BuildImage digest, install logs, model construction report.
Smoke testForward pass, memory estimate, observed metadata.
BenchmarkPer-task metrics, logs, resource usage.
ConsensusValidator agreement and outlier handling.
PublicationLeaderboard row and reward update.

Validator assignments

Reward-bearing submissions should be assigned to multiple validators and escalated when they change top ranks or ownership status.