feat(relearn,bounty): subnet v0 eval loop plus bounty challenge

.github/ISSUE_TEMPLATE/bug.yml

@@ -7,7 +7,7 @@ body:
       value: |
         Use this for defects in **this** repo (gateway, validator, challenges, deploy).
         Security issues: do **not** file here — see [SECURITY.md](../SECURITY.md).
-        Miner-facing public repos are separate (design-challenge / prism).
+        Miner-facing public repo is [CortexLM/relearn](https://github.com/CortexLM/relearn).
   - type: textarea
     id: summary
     attributes:
@@ -22,8 +22,8 @@ body:
       options:
         - gateway
         - validator
-        - design-challenge
-        - prism-challenge
+        - relearn-challenge
+        - bounty-challenge
         - deploy / compose
         - docs
         - other

.github/ISSUE_TEMPLATE/config.yml

@@ -2,7 +2,7 @@ blank_issues_enabled: true
 contact_links:
   - name: Miner submit docs
     url: https://github.com/CortexLM/cortex/blob/main/docs/external-miner/README.md
-    about: HTTP submit guides live in docs/external-miner (and the public design-challenge / prism repos).
+    about: HTTP submit guides live in docs/external-miner and the public CortexLM/relearn repo.
   - name: Security report
     url: https://github.com/CortexLM/cortex/security/advisories/new
     about: Private vulnerability reporting — do not file a public issue.

.github/workflows/ci.yml

@@ -64,49 +64,14 @@ jobs:
       - name: compose matrix assertions
         run: bash deploy/scripts/assert-compose-matrix.sh
 
-  # Prism v3 harness smokes: fixture-size, G4 tuple concat, and torch-seed
-  # overflow class bugs shipped once because CI never ran the harness
-  # end-to-end. CPU wheels keep the runner cheap; both smokes must pass
-  # (they assert all 8 battery groups ok + the flat org.* / mirrors blob
-  # the Rust composite ingests).
-  harness-smoke:
-    name: prism harness smokes (cpu torch)
-    runs-on: ubuntu-latest
-    timeout-minutes: 25
-    steps:
-      - name: Checkout
-        uses: actions/checkout@v4
-
-      - name: Set up Python
-        uses: actions/setup-python@v5
-        with:
-          python-version: "3.12"
-          cache: pip
-          cache-dependency-path: crates/prism-recipe/harness
-
-      - name: Install cpu torch + transformers + pyarrow
-        run: |
-          python -m pip install --upgrade pip
-          pip install torch --index-url https://download.pytorch.org/whl/cpu
-          pip install transformers pyarrow
-
-      - name: python -m compileall
-        run: python -m compileall crates/prism-recipe/harness
-
-      - name: smoke_local (v1 contract flow)
-        run: python crates/prism-recipe/harness/tests/smoke_local.py
-
-      - name: smoke_battery (v3 G1-G8 battery + rollup contract)
-        run: python crates/prism-recipe/harness/tests/smoke_battery.py
-
   # ---------------------------------------------------------------------------
   # Auto-deploy staging. Lives here rather than in deploy-staging.yml so that
   # `needs: ci` keeps the CI-green ordering on every push to main.
   # deploy-staging.yml remains for manual re-deploys.
   # ---------------------------------------------------------------------------
   deploy-staging:
     name: deploy staging ${{ matrix.role }}
-    needs: [ci, harness-smoke]
+    needs: [ci]
     if: github.event_name == 'push' && github.ref == 'refs/heads/main'
     runs-on: ubuntu-latest
     timeout-minutes: 120

.github/workflows/ghcr-public.yml

@@ -27,10 +27,8 @@ jobs:
             "base/gateway"
             "base/validator"
             "base/updater"
-            "base/prism-challenge"
-            "base/design-challenge"
-            "base/design-egress-proxy"
-            "base/design-runtime"
+            "base/relearn-challenge"
+            "base/bounty-challenge"
           )
           ok=0
           # First list packages to Learn exact names (debug)

.github/workflows/images.yml

@@ -70,20 +70,11 @@ jobs:
           - target: updater
             image_suffix: updater
             dockerfile: deploy/Dockerfile
-          - target: prism-challenge
-            image_suffix: prism-challenge
+          - target: relearn-challenge
+            image_suffix: relearn-challenge
             dockerfile: deploy/Dockerfile
-          - target: design-challenge
-            image_suffix: design-challenge
-            dockerfile: deploy/Dockerfile
-          - target: design-egress-proxy
-            image_suffix: design-egress-proxy
-            dockerfile: deploy/Dockerfile
-          - target: design-runtime
-            image_suffix: design-runtime
-            dockerfile: deploy/Dockerfile
-          - target: design-review
-            image_suffix: design-review
+          - target: bounty-challenge
+            image_suffix: bounty-challenge
             dockerfile: deploy/Dockerfile
           - target: ""
             image_suffix: base-attest-helper
@@ -285,11 +276,8 @@ jobs:
               "validator",
               "gateway",
               "updater",
-              "prism-challenge",
-              "design-challenge",
-              "design-egress-proxy",
-              "design-runtime",
-              "design-review",
+              "relearn-challenge",
+              "bounty-challenge",
               "base-attest-helper",
           }
           assert set(images) == expected, (set(images), expected)
@@ -357,10 +345,10 @@ jobs:
           cp "$SRC" "deploy/digests/${SHA}.json"
           echo "Recorded digest manifest: deploy/digests/${SHA}.json"
           chmod +x deploy/scripts/promote.sh
-          # Pin services only (validator/gateway/updater/prism-challenge/design-challenge).
+          # Pin services only (validator/gateway/updater/relearn-challenge/bounty-challenge).
           # --skip-backup: this job records CI digests; Spaces/PG backup runs at
           # prod promote (deploy-prod.yml, fail-closed).
-          for svc in validator gateway updater prism-challenge design-challenge; do
+          for svc in validator gateway updater relearn-challenge bounty-challenge; do
             IMAGE=$(python3 -c '
           import json, sys
           d = json.load(open(sys.argv[1]))
@@ -379,7 +367,7 @@ jobs:
           import json, sys
           p = json.load(open("deploy/pins/staging.json"))
           assert p["commit_sha"] == sys.argv[1], (p["commit_sha"], sys.argv[1])
-          for s in ("validator", "gateway", "updater", "prism-challenge", "design-challenge"):
+          for s in ("validator", "gateway", "updater", "relearn-challenge", "bounty-challenge"):
               assert s in p["services"], s
               assert p["services"][s]["digest"].startswith("sha256:")
           print("staging pins ok", p["commit_sha"])
@@ -426,12 +414,8 @@ jobs:
             "base/gateway"
             "base/validator"
             "base/updater"
-            "base/prism-challenge"
-            "base/design-challenge"
-            "base/design-egress-proxy"
-            "base/design-runtime"
-            "base/design-review"
-            "base/prism-pod"
+            "base/relearn-challenge"
+            "base/bounty-challenge"
           )
           ok=0
           # First list packages to Learn exact names (debug)

AGENTS.md

@@ -2,7 +2,7 @@
 
 Short contract for agents and operators. Prefer linking over restating runbooks.
 
-**Product:** Cortex ([`CortexLM/cortex`](https://github.com/CortexLM/cortex)) — Bittensor subnet control plane for decentralized collaborative AI research via multiple challenges. Naming split (Cortex vs leftover `base` / `BASE_*`): [`docs/NAMING.md`](docs/NAMING.md).
+**Product:** Cortex ([`CortexLM/cortex`](https://github.com/CortexLM/cortex)) — Bittensor subnet control plane for decentralized collaborative AI research via **Relearn** and **Bounty** challenges. Relearn eval lives in [`CortexLM/relearn`](https://github.com/CortexLM/relearn). Naming split (Cortex vs leftover `base` / `BASE_*`): [`docs/NAMING.md`](docs/NAMING.md).
 
 ## Monorepo map
 
@@ -34,7 +34,8 @@ Working branch: **`main`**. Prod ships from annotated tags `v*.*.*` cut on `main
 |-----|-----|------------|
 | `gateway_sk` | Gateway | Bundle **seal** signatures (`POST /v1/admin/seal`) |
 | `gateway_admin_token` | Gateway + seal scripts | Bearer for **`/v1/admin/*`** (seal, backends, attest-grant). **Required** when `BASE_GATEWAY_REQUIRE_OWNER=1` |
-| `prism_sk` / `design_sk` | Challenge / smoke | Signed leaves (`POST /v1/weights/raw`); pubs must match trust root |
+| `relearn_sk` | Relearn / smoke | Signed leaves (`POST /v1/weights/raw`); pub must match trust root |
+| `bounty_sk` | Bounty / smoke | Signed bounty leaves; pub must match trust root |
 | Gateway owner wallet + `BASE_GATEWAY_REQUIRE_OWNER` | Gateway | Master-only **identity** check (live/prod). **Not** required to seal or serve `/v1/weights/latest` |
 | Validator wallet | Validator | On-chain weight **submit** only — validators *fetch* sealed weights; they do not need a gateway wallet |
 
@@ -46,10 +47,10 @@ Each live challenge has a **separate public GitHub repo** for miners. Those repo
 
 | Challenge | Public repo | Role |
 |-----------|-------------|------|
-| Design | [`BaseIntelligence/design-challenge`](https://github.com/BaseIntelligence/design-challenge) | Miner docs + baseline harness |
-| Prism | [`BaseIntelligence/prism`](https://github.com/BaseIntelligence/prism) | Miner docs + recipe examples (publish / keep in sync; no control-plane code) |
+| Relearn | [`CortexLM/relearn`](https://github.com/CortexLM/relearn) | Eval image, harness, generators, teacher, miner docs |
+| Bounty | this repo [`docs/external-miner/bounty.md`](docs/external-miner/bounty.md) | Miner pairing + report path; subnet **reads** CortexLM/backend public API (does not serve one) |
 
-Those public URLs are historical org names; this control-plane repo is `CortexLM/cortex`. Monorepo mirror for CI and operators: [`docs/external-miner/`](docs/external-miner/). Frozen contracts stay in this repo (`docs/DESIGN_CHALLENGE.md`, `docs/PRISM.md`, …).
+This control-plane repo is `CortexLM/cortex`. Short miner pointers: [`docs/external-miner/relearn.md`](docs/external-miner/relearn.md), [`docs/external-miner/bounty.md`](docs/external-miner/bounty.md). Historical frozen specs (`docs/DESIGN_CHALLENGE.md`, `docs/PRISM.md`) stay archived; they are not live products. Do not send miners to Design or Prism docs.
 
 **When a challenge product or public API changes**, agents **must** update:
 
@@ -64,12 +65,12 @@ When verifying a challenge (local-e2e, staging, or focused tests), **simulate a
 
 1. Happy-path harness / intake POST (or equivalent) through the challenge service on master.
 2. Edge / failure probes: bad harness, sanitize reject, quota, wrong routes/auth.
-3. **Design — baseline:** submit the reference agent at [`docs/external-miner/examples/design-baseline/`](docs/external-miner/examples/design-baseline/) (`agent.py` + `pyproject.toml`). After `POST /v1/harness`, poll `GET /v1/runs/{id}` + `/events` + `/logs?since=` until `awaiting_admin` / terminal; assert `GET /v1/runs/{id}/pages` lists `index.html`, `pricing.html`, `components.html` and `GET /v1/view/{run_id}/{page}` returns **200**; probe `GET /v1/stats` and `GET /v1/dashboard`.
-4. **Design — cheat:** submit a malicious/copy harness; expect agentic `cheat`/`suspicious` → `Score(0)` (not admin-eligible). Poll events/logs the same way.
-5. **Design — admin winners:** with operator bearer (`deploy/secrets/design/annotator_tokens`), `GET /v1/admin/rounds/{id}/candidates` then `POST /v1/admin/rounds/{id}/winners` with 1 or 2 clean harness ids (`SCORE_MAX` or `SCORE_MAX/2`).
+3. **Relearn — submit:** `POST /v1/submissions` with a 64-hex hotkey + artifact digest (optional `X-Lium-Api-Key`). Poll `GET /v1/submissions/{id}` until `awaiting_admin` or `rejected`. Holdout must stay sealed until the digest freezes. A regression must not become champion.
+4. **Relearn — promote:** with operator bearer (`deploy/secrets/relearn/admin_tokens`), `POST /v1/admin/promote` only for an eligible paired win.
+5. **Bounty — pair + report:** `cortex-bounty pair --hotkey <ss58> --account-id <id>`, then `POST /v1/pair` (terms + signature) and `POST /v1/reports`. Operator bearer `POST /v1/admin/adjudicate` (`valid` / `already_fixed_not_prod` / `invalid_malicious` / `duplicate`). Scoring **reads** CortexLM/backend public JSON (`BOUNTY_BACKEND_PUBLIC_URL`); do not serve `/v1/public/*` from this repo.
 6. Leaf emission → `POST /v1/weights/raw` → seal → `GET /v1/weights/latest` with **`sealed: true`** (burn fallback alone is not a real seal).
 
-**Never host Sim in staging/prod** — Docker sandbox only there. `SimSandbox` / `BASE_ALLOW_HOST_SIM=1` is CI/local opt-in only; do **not** treat stub pages (`sim-install-ok` / `sim-run-ok` without executing `agent.py`) as proof. Prefer `DESIGN_FORCE_SIM=false` + OpenRouter when `deploy/secrets/openrouter/api_key` is present.
+**Never host Sim in staging/prod** for live scoring. `RELEARN_FORCE_SIM=1` is CI/local opt-in only. Live rent requires a digest pin in `config/relearn-pin.toml` plus miner BYOK (`LIUM_API_KEY` / `X-Lium-Api-Key`). Never log or commit that key.
 
 Local smoke automates the weights seal step via `weights-smoke` inside `./deploy/scripts/local-e2e.sh --smoke` (see [`deploy/AGENTS.md`](deploy/AGENTS.md) and [`docs/runbooks/local-testnet-e2e.md`](docs/runbooks/local-testnet-e2e.md)).
 
@@ -113,7 +114,8 @@ Match CI (`.github/workflows/ci.yml`):
 | Doc authority vs evidence | [`docs/AGENTS.md`](docs/AGENTS.md) |
 | Component status | [`docs/COMPLETENESS.md`](docs/COMPLETENESS.md) |
 | Frozen contracts | [`docs/BUNDLE_SPEC.md`](docs/BUNDLE_SPEC.md), [`docs/DESIGN_CHALLENGE.md`](docs/DESIGN_CHALLENGE.md), [`docs/PRISM.md`](docs/PRISM.md) |
-| Miner HTTP submit | [`docs/external-miner/`](docs/external-miner/) · public: [design-challenge](https://github.com/BaseIntelligence/design-challenge), [prism](https://github.com/BaseIntelligence/prism) |
+| Relearn miners | [`docs/external-miner/relearn.md`](docs/external-miner/relearn.md) · long guide: [CortexLM/relearn](https://github.com/CortexLM/relearn) |
+| Validators | [`docs/external-miner/validators.md`](docs/external-miner/validators.md) |
 | Threat / operator checklist | [`docs/THREAT_MODEL.md`](docs/THREAT_MODEL.md), [`docs/OPERATOR_SECURITY.md`](docs/OPERATOR_SECURITY.md) |
 
 ## Do not commit