GittensoryGittensor repo intelligence for miners, maintainers, and coding agents.

Backend-only signals, MCP branch preflight, and GitHub App review context. Not a Gittensor frontend.

Miner Decision Packs

Rank next actions with private reward/risk reasoning, lane context, score blockers, open PR pressure, and maintainer friction.

Local MCP Preflight

Let Codex, Claude, Cursor, and other MCP clients inspect branch metadata without uploading source contents.

Maintainer Reviewability

Generate PR packets, check runs, duplicate context, and public-safe guidance that reduces noisy Gittensor-driven review load.

Registry-Aware Signals

Normalize Gittensor registry data, repo lanes, label multipliers, queue health, collisions, bounties, and configuration readiness.

Private By Default

GitHub OAuth sessions are short-lived Gittensory tokens. User PATs are not stored. Public comments never include private score context.

API First

The API is the product surface. Lovable or other frontends can consume it later without turning Gittensory into another Gittensor dashboard.

What Gittensory Is

Gittensory is a backend intelligence layer for Gittensor registered repositories. It helps Gittensor miners and contributors decide what to work on next, and it helps maintainers understand whether a Gittensor-driven PR is clean, duplicate-prone, stale, missing evidence, or worth reviewing.

It is not a Gittensor frontend, not a public leaderboard, and not a reward estimator for public comments. The useful surface is the signal: role-aware repo context, official Gittensor stats, local branch preflight, queue health, duplicate risk, and maintainer-friendly review packets.

Primary Surfaces

Surface	Who uses it	What it does
MCP package	miners and coding agents	Runs local branch analysis, score blocker checks, preflight, and PR packet generation.
REST API	internal tools and future clients	Serves decision packs, repo intelligence, reviewability, readiness, and branch analysis.
GitHub App	maintainers and repo owners	Adds private check-run intelligence and optional public-safe PR comments.

Current Status

Gittensory is public beta. The MCP package is public, while sensitive score, trust, and maintainer context stays in authenticated API/MCP/check-run surfaces.