- LoopOver is the deterministic base-agent layer for Gittensor OSS contribution mining.
- Plan better work, preflight branches, and keep maintainer review surfaces quiet.
+ LoopOver works both sides of the PR on any GitHub repo: an autonomous review agent that
+ gates, merges, and closes with outcome-scored accuracy, and a contributor stack — MCP
+ copilot plus autonomous miner — that plans and ships real, reviewable work.
+ Gittensor-native mining intelligence built in.
diff --git a/apps/loopover-ui/src/routes/roadmap.tsx b/apps/loopover-ui/src/routes/roadmap.tsx
index 3527116240..8f775fedc7 100644
--- a/apps/loopover-ui/src/routes/roadmap.tsx
+++ b/apps/loopover-ui/src/routes/roadmap.tsx
@@ -16,7 +16,8 @@ export const Route = createFileRoute("/roadmap")({
{ property: "og:title", content: "LoopOver roadmap" },
{
property: "og:description",
- content: "Upcoming control-plane surfaces for Gittensor OSS contribution mining.",
+ content:
+ "What LoopOver is shipping next across the review agent, contributor stack, and hosted plane.",
},
{ property: "og:url", content: "/roadmap" },
],
diff --git a/packages/loopover-mcp/README.md b/packages/loopover-mcp/README.md
index 7ba527b7db..0ed01ab440 100644
--- a/packages/loopover-mcp/README.md
+++ b/packages/loopover-mcp/README.md
@@ -1,6 +1,6 @@
# @loopover/mcp
-Local stdio MCP wrapper for the LoopOver base-agent layer.
+Local stdio MCP wrapper for the LoopOver contributor stack.
It inspects local git metadata and calls the LoopOver API for branch preflight, score blockers, reward/risk reasoning, contributor decision packs, deterministic next-action planning, and public-safe PR packets. It does not upload source contents in v1.
@@ -293,12 +293,12 @@ anything leaves your machine. With the flag off — the default — the key is i
Exactly four fields, and there is no fifth:
-| Field | Example | What it is |
-|---|---|---|
-| `tool` | `predict_gate` | The MCP tool name. |
-| `caller_type` | `local` | Which surface dispatched it (`local` for this CLI). |
-| `ok` | `true` | Whether the call succeeded. |
-| `duration_ms` | `142` | Coarse wall-clock duration. |
+| Field | Example | What it is |
+| ------------- | -------------- | --------------------------------------------------- |
+| `tool` | `predict_gate` | The MCP tool name. |
+| `caller_type` | `local` | Which surface dispatched it (`local` for this CLI). |
+| `ok` | `true` | Whether the call succeeded. |
+| `duration_ms` | `142` | Coarse wall-clock duration. |
**Never recorded:** your tool arguments, source contents, diffs, repository or issue text, file paths, and any
wallet, hotkey, coldkey, reward, private ranking, or raw trust-score data. Events carry no identity of yours
From 91b3b74e62ecde676a1380cc9201741faabf55b3 Mon Sep 17 00:00:00 2001
From: JSONbored <49853598+JSONbored@users.noreply.github.com>
Date: Sun, 26 Jul 2026 18:49:06 -0700
Subject: [PATCH 3/4] =?UTF-8?q?docs(readme):=20name=20the=20hosted=20traje?=
=?UTF-8?q?ctory=20=E2=80=94=20self-host=20today,=20rentable=20hosted=20lo?=
=?UTF-8?q?ops=20in=20development?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
---
README.md | 2 ++
1 file changed, 2 insertions(+)
diff --git a/README.md b/README.md
index 9c6216b824..711090c1c1 100644
--- a/README.md
+++ b/README.md
@@ -20,6 +20,8 @@ LoopOver runs the pull-request loop with agents — on any GitHub repo, on both
- **With proof:** merge/close decisions are outcome-confirmed (merged / reopened / reverted), published with coverage and confidence intervals on the live [fairness report](https://loopover.ai/fairness), and backed by a certified close-precision guarantee that self-tightens as data grows. The backtest corpus behind the published numbers is checksummed and [replayable by anyone](https://loopover.ai/docs/verify-this-review).
- **Gittensor-native intelligence built in:** for Bittensor SN74 miners the same engine adds scoreability previews, registry economics, and the cross-repo duplicate graph — while keeping wallet, hotkey, and raw trust-score context out of public GitHub output.
+Self-hosting the whole stack is the path available today — and it doubles as the trust story: audit the algorithm, run it on your own infra, replay the published numbers yourself. A hosted plane is in open development on the public milestones (ORB Cloud Readiness, Rent-a-Loop): rentable, metered loops you point at a repo — and, further out, at nothing more than an idea.
+
It is the single converged home of the native review system; the legacy separate reviewbot repo/runtime is not part of the active architecture described here.
It is not a Gittensor explorer, public leaderboard, reward-farming bot, or wallet dashboard.
From 85ed5848c9969c79068368fa0027acd5f645fbf7 Mon Sep 17 00:00:00 2001
From: JSONbored <49853598+JSONbored@users.noreply.github.com>
Date: Sun, 26 Jul 2026 18:52:21 -0700
Subject: [PATCH 4/4] docs(brand): pipeline-to-loop framing across hero, meta,
footer, and README
---
README.md | 2 +-
.../src/components/site/site-footer.tsx | 6 +++---
apps/loopover-ui/src/routes/__root.tsx | 6 +++---
apps/loopover-ui/src/routes/index.tsx | 20 +++++++++----------
4 files changed, 17 insertions(+), 17 deletions(-)
diff --git a/README.md b/README.md
index 711090c1c1..46f97982e5 100644
--- a/README.md
+++ b/README.md
@@ -13,7 +13,7 @@ _Formerly Gittensory._
-LoopOver runs the pull-request loop with agents — on any GitHub repo, on both sides.
+Software delivery is a pipeline. LoopOver makes it a loop: agents write, agents review, agents merge — and every outcome trains the next pass. Any GitHub repo, both sides of the lifecycle.
- **For maintainers (self-hosted):** an autonomous review agent works the PR queue end-to-end — AI review grounded in finished CI status, full post-change file content, and codebase RAG — then gates, approves, requests changes, merges, or closes on its own, governed by dry-run / pause / freeze / kill-switch controls.
- **For contributors:** the [`@loopover/mcp`](https://www.npmjs.com/package/@loopover/mcp) copilot brings predicted gate verdicts, branch preflight, duplicate detection, and cross-repo opportunity discovery into your own AI harness; the autonomous miner runtime (`@loopover/miner`) runs unattended across a fleet of repos, respecting each target repo's `.loopover-miner.yml` goal spec.
diff --git a/apps/loopover-ui/src/components/site/site-footer.tsx b/apps/loopover-ui/src/components/site/site-footer.tsx
index 19d6fcebd0..2cd1d1aee4 100644
--- a/apps/loopover-ui/src/components/site/site-footer.tsx
+++ b/apps/loopover-ui/src/components/site/site-footer.tsx
@@ -60,9 +60,9 @@ export function SiteFooter() {
ittensory
- Agents for both sides of the pull request — autonomous reviews for maintainers, an MCP
- copilot and autonomous miner for contributors. Gittensor-native intelligence included;
- not affiliated with the official subnet.
+ Closed loop, open receipts — agents write, review, and merge, and every outcome trains
+ the next pass. Gittensor-native intelligence included; not affiliated with the official
+ subnet.
()(
meta: [
{ charSet: "utf-8" },
{ name: "viewport", content: "width=device-width, initial-scale=1" },
- { title: "LoopOver — The pull-request loop, run by agents" },
+ { title: "LoopOver — Close the loop on software delivery" },
{
name: "description",
content:
- "Agents for both sides of the pull request on any GitHub repo — autonomous reviews with a published error rate, plus an MCP copilot and autonomous miner for contributors.",
+ "Agents write, review, and merge — and every outcome trains the next pass. Autonomous PR reviews with a certified, published error rate, plus an MCP copilot and autonomous miner for contributors. Any GitHub repo.",
},
{ property: "og:site_name", content: "LoopOver" },
{ property: "og:type", content: "website" },
@@ -155,7 +155,7 @@ export const Route = createRootRouteWithContext<{ queryClient: QueryClient }>()(
name: "LoopOver",
url: "https://loopover.ai",
description:
- "Agents for both sides of the pull request — autonomous reviews with a published error rate, plus an MCP copilot and autonomous miner for contributors.",
+ "Agents for the whole development loop — autonomous reviews and contributions with a published, certified error rate.",
}),
},
// Local, cookieless analytics beacon. Do not load the mutable remote
diff --git a/apps/loopover-ui/src/routes/index.tsx b/apps/loopover-ui/src/routes/index.tsx
index c79f6fd4ce..752d1d0a9b 100644
--- a/apps/loopover-ui/src/routes/index.tsx
+++ b/apps/loopover-ui/src/routes/index.tsx
@@ -18,17 +18,17 @@ import { MCP_PACKAGE_NAME, getLatestMcpVersion, useMcpPackageMetadata } from "@/
export const Route = createFileRoute("/")({
head: () => ({
meta: [
- { title: "LoopOver — The pull-request loop, run by agents." },
+ { title: "LoopOver — Close the loop on software delivery" },
{
name: "description",
content:
- "Agents for both sides of the pull request on any GitHub repo — autonomous reviews with a published, outcome-scored error rate, plus an MCP copilot and autonomous miner for contributors.",
+ "Agents write, review, and merge — and every outcome trains the next pass. Autonomous PR reviews with a certified, published error rate, plus an MCP copilot and autonomous miner for contributors. Any GitHub repo.",
},
- { property: "og:title", content: "LoopOver — The pull-request loop, run by agents." },
+ { property: "og:title", content: "LoopOver — Close the loop on software delivery" },
{
property: "og:description",
content:
- "Autonomous reviews for maintainers, an MCP copilot and autonomous miner for contributors — with a published error rate. Works on any GitHub repo.",
+ "Closed loop, open receipts: autonomous reviews for maintainers, autonomous contributions for miners, error rate published and replayable.",
},
{ property: "og:url", content: "/" },
{ property: "og:type", content: "website" },
@@ -70,14 +70,14 @@ function Hero() {
MCP v{latestMcpVersion} · open source · self-hosted
- The pull-request loop, run by agents.
- With a published error rate.
+ Software delivery is a pipeline.
+ LoopOver makes it a loop.
- LoopOver works both sides of the PR on any GitHub repo: an autonomous review agent that
- gates, merges, and closes with outcome-scored accuracy, and a contributor stack — MCP
- copilot plus autonomous miner — that plans and ships real, reviewable work.
- Gittensor-native mining intelligence built in.
+ Agents write, agents review, agents merge — and every outcome trains the next pass. An
+ autonomous maintainer works your PR queue end-to-end, a contributor stack plans and
+ ships real work, and the loop's error rate is published, certified, and replayable.
+ Any GitHub repo; Gittensor-native mining intelligence built in.
+
+
+