feat: vector provider identity is a required name field (hnsw-js), rendered [vector-index:<name>]

Reconciles the vector-index rename to the ruled three-layer naming: the
provider contract's identity field is now a REQUIRED readonly name (was
optional providerId), self-reported and truthful, rendered as
[vector-index:<name>] where the index identifies itself and stamped into
the op-name strings journals already parse (AddToVectorIndex(<name>)).
The built-in JS engine names itself hnsw-js. A runtime provider instance
compiled against the previous optional contract is tolerated - never
crashed on, never silently mislabeled: it stamps unknown-provider and
emits one loud warning naming the missing field. Graph index operations
keep their static names (they never interpolate provider identity), and
no public API exports a provider-routed hnsw-carrying name, so no
deprecation shim is required.

CHANGELOG.md

@@ -2,15 +2,6 @@
 
 All notable changes to this project will be documented in this file. See [standard-version](https://github.com/conventional-changelog/standard-version) for commit guidelines.
 
-### [8.10.0](https://github.com/soulcraftlabs/brainy/compare/v8.9.0...v8.10.0) (2026-07-23)
-
-- docs: adoption storefront — contributing guide, security policy, README support + cor section (9a99a7b)
-- fix(release): push the public mirror explicitly and verify the tag lands at the right commit before publishing (6ba94c8)
-- docs: project guide version line points at npm instead of a hardcoded stale number (3a1efc9)
-- feat: vector provider identity is a required name field (hnsw-js), rendered [vector-index:<name>] (3be4ba9)
-- feat: warm contract (warm/warmOnOpen/provider warm hook), configurable transact budget floor, backend-neutral vector index op names (55b867c)
-
-
 ### [8.9.0](https://github.com/soulcraftlabs/brainy/compare/v8.8.2...v8.9.0) (2026-07-19)
 
 - docs: measured performance envelopes v1 (per-op p50/p95 at 1k and 10k, pure-JS floor) (5cabd78)

CLAUDE.md

@@ -12,7 +12,7 @@ Handoff file: `/home/dpsifr/.strategy/PLATFORM-HANDOFF.md`
 
 **Brainy's current open actions:** None. MIT open-source — no platform-specific actions.
 
-**Current version:** run `npm view @soulcraft/brainy version` (never trust a hardcoded number here — this line went stale for months); consumer-facing changes tracked in `RELEASES.md`
+**Current version:** `@soulcraft/brainy@7.31.5` (latest published; 8.0.0 release candidate on `feat/8.0-u64-ids`)
 
 ---
 

CONTRIBUTING.md

@@ -1,66 +1,298 @@
 # Contributing to Brainy
 
-Brainy is MIT-licensed and genuinely open to outside contributions. This page
+Thank you for your interest in contributing to Brainy! This document provides guidelines and instructions for contributing to the project.
-is the honest, current path — please don't rely on older instructions you
-may find elsewhere in the repo's history.
 
-## Where the project lives
+## Code of Conduct
 
-The source of truth is a self-hosted forge: **source.soulcraft.com/soulcraft/brainy**.
+By participating in this project, you agree to abide by our Code of Conduct:
-It's anonymously readable and cloneable — no account needed to browse, clone,
+- Be respectful and inclusive
-or build.
+- Welcome newcomers and help them get started
+- Focus on constructive criticism
+- Respect differing viewpoints and experiences
 
-## How to contribute
+## How to Contribute
 
-**Found a bug, or have an idea?** Email **brainy@soulcraft.com**. No account,
+### Reporting Issues
-no ceremony — you'll get a receipt, and it goes to a human.
 
-**Want to send a patch?** Two ways, both first-class:
+Before creating an issue, please check existing issues to avoid duplicates.
 
-- **Email a patch.** Run `git format-patch` against your change and email the
+When creating an issue, include:
-  output to **brainy@soulcraft.com**. This is a genuinely supported path, not
+- Clear, descriptive title
-  a fallback — plenty of good contributions arrive this way.
+- Detailed description of the problem
-- **Open a pull request on the forge.** Request an account at
+- Steps to reproduce
-  **source.soulcraft.com** (registration is request-with-approval, so allow
+- Expected vs actual behavior
-  a little lag), clone, push a branch, and open a PR there. Maintainers
+- System information (OS, Node version, Brainy version)
-  review and land it.
+- Code examples if applicable
 
-Either way, for anything beyond a small fix, opening an issue first (email is
+### Suggesting Features
-fine) to talk through the approach saves everyone rework.
 
-## Development setup
+Feature requests are welcome! Please provide:
+- Clear use case
+- Proposed API/interface
+- Examples of how it would work
+- Any potential challenges or considerations
 
+### Pull Requests
+
+#### Before Starting
+
+1. Check existing issues and PRs
+2. Open an issue to discuss significant changes
+3. Fork the repository
+4. Create a feature branch from `main`
+
+#### Development Setup
+
+**Quick Setup (Recommended):**
 ```bash
-git clone https://source.soulcraft.com/soulcraft/brainy.git
+# Clone your fork
+git clone https://github.com/your-username/brainy.git
 cd brainy
+
+# Run setup script (installs all dependencies including Rust)
+./scripts/setup-dev.sh
+```
+
+**Manual Setup:**
+```bash
+# Clone your fork
+git clone https://github.com/your-username/brainy.git
+cd brainy
+
+# Install system dependencies (Ubuntu/Debian)
+sudo apt-get install -y build-essential pkg-config libssl-dev
+
+# Install Rust (for WASM embedding engine)
+curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh
+source ~/.cargo/env
+rustup target add wasm32-unknown-unknown
+cargo install wasm-pack
+
+# Install Node.js dependencies
 npm install
+
+# Build Candle WASM embedding engine
+npm run build:candle
+
+# Build TypeScript
 npm run build
+
+# Run tests
 npm test
 ```
 
-Tests run on [Vitest](https://vitest.dev/). `npm test` runs the unit suite;
+#### Making Changes
-see `package.json` for `test:integration`, `test:coverage`, and friends.
 
-## Standards
+1. **Follow the code style**
+   - TypeScript for all source code
+   - Clear variable and function names
+   - Comments for complex logic
+   - JSDoc for public APIs
 
-- **Strict TypeScript.** No `any` escape hatches to dodge the type checker.
+2. **Write tests**
-- **Tests exercise real behavior.** No mocking away the thing you're supposed
+   - Add tests for new features
-  to be testing.
+   - Update tests for changes
-- **No stubs, no TODO-code.** If something can't be finished, say so and
+   - Ensure all tests pass
-  leave it out — don't merge a placeholder.
-- **JSDoc on every exported function, class, and type.**
-- **[Conventional Commits](https://www.conventionalcommits.org/).** `feat:`,
-  `fix:`, `docs:`, `perf:`, `refactor:`, `test:`, `chore:`. Never
-  `BREAKING CHANGE` in a commit message — major version bumps are a separate,
-  deliberate decision.
-- **Performance claims are measured or labeled projected.** If a PR or its
-  description states a number, cite the benchmark that produced it (see
-  [docs/performance-envelopes.md](docs/performance-envelopes.md) for the
-  pattern). Don't state an estimate as if it were measured.
 
-## License
+3. **Update documentation**
+   - Update README if needed
+   - Add/update API documentation
+   - Include examples
 
-Brainy is [MIT licensed](LICENSE). Contributions are accepted under the same
+#### Commit Guidelines
-license — there's no CLA to sign.
 
-Thank you for considering a contribution.
+Follow conventional commits format:
+
+```
+type(scope): description
+
+[optional body]
+
+[optional footer]
+```
+
+Types:
+- `feat`: New feature
+- `fix`: Bug fix
+- `docs`: Documentation changes
+- `style`: Code style changes
+- `refactor`: Code refactoring
+- `perf`: Performance improvements
+- `test`: Test changes
+- `chore`: Build/tooling changes
+
+Examples:
+```bash
+feat(triple): add graph traversal depth limit
+fix(storage): handle concurrent write conflicts
+docs(api): update search method documentation
+```
+
+#### Submitting PR
+
+1. Push to your fork
+2. Create PR against `main` branch
+3. Fill out PR template
+4. Ensure CI checks pass
+5. Wait for review
+
+### Testing
+
+#### Running Tests
+
+```bash
+# Run all tests
+npm test
+
+# Run specific test file
+npm test tests/core.test.ts
+
+# Run with coverage
+npm run test:coverage
+
+# Watch mode
+npm run test:watch
+```
+
+#### Writing Tests
+
+```typescript
+import { describe, it, expect } from 'vitest'
+import { Brainy } from '../src'
+
+describe('Feature Name', () => {
+  it('should do something specific', async () => {
+    const brain = new Brainy()
+    await brain.init()
+    
+    // Test implementation
+    const result = await brain.search("test")
+    
+    expect(result).toBeDefined()
+    expect(result.length).toBeGreaterThan(0)
+  })
+})
+```
+
+## Architecture Guidelines
+
+### Adding New Features
+
+1. **Check existing functionality**
+   - Review `ARCHITECTURE.md`
+   - Check if similar features exist
+   - Consider if it should be an augmentation
+
+2. **Design considerations**
+   - Maintain backward compatibility
+   - Consider performance impact
+   - Think about all storage adapters
+   - Plan for extensibility
+
+3. **Implementation checklist**
+   - [ ] Core functionality
+   - [ ] Tests (unit and integration)
+   - [ ] Documentation
+   - [ ] TypeScript types
+   - [ ] Examples
+   - [ ] Performance benchmarks (if applicable)
+
+### Creating Augmentations
+
+Augmentations extend Brainy's functionality:
+
+```typescript
+import { BrainyAugmentation } from '../types'
+
+export class MyAugmentation extends BrainyAugmentation {
+  name = 'MyAugmentation'
+  
+  async onInit(brain: Brainy): Promise<void> {
+    // Initialize augmentation
+  }
+  
+  async onAdd(item: any, brain: Brainy): Promise<any> {
+    // Process before adding
+    return item
+  }
+  
+  async onSearch(query: any, results: any[], brain: Brainy): Promise<any[]> {
+    // Process search results
+    return results
+  }
+}
+```
+
+### Performance Considerations
+
+- Use batch operations where possible
+- Implement caching strategically
+- Consider memory usage
+- Profile performance impacts
+- Add benchmarks for critical paths
+
+## Documentation
+
+### API Documentation
+
+Use JSDoc for all public APIs:
+
+```typescript
+/**
+ * Searches for similar items using vector similarity
+ * @param query - Search query (text or vector)
+ * @param options - Search options
+ * @returns Array of search results with scores
+ * @example
+ * ```typescript
+ * const results = await brain.search("machine learning", { limit: 10 })
+ * ```
+ */
+async search(query: string | Vector, options?: SearchOptions): Promise<SearchResult[]> {
+  // Implementation
+}
+```
+
+### Examples
+
+Add examples for new features:
+
+```typescript
+// examples/feature-name.ts
+import { Brainy } from 'brainy'
+
+async function exampleUsage() {
+  const brain = new Brainy()
+  await brain.init()
+  
+  // Show feature usage
+  // Include comments explaining what's happening
+  // Handle errors appropriately
+}
+
+exampleUsage().catch(console.error)
+```
+
+## Release Process
+
+1. **Version bump**: Follow semantic versioning
+2. **Update CHANGELOG**: Document all changes
+3. **Run tests**: Ensure all tests pass
+4. **Build**: Generate distribution files
+5. **Tag**: Create git tag for version
+6. **Publish**: Release to npm
+
+## Getting Help
+
+- **Discord**: Join our community
+- **Issues**: Ask questions on GitHub
+- **Discussions**: Share ideas and get feedback
+
+## Recognition
+
+Contributors will be recognized in:
+- CHANGELOG.md for their contributions
+- README.md contributors section
+- GitHub contributors page
+
+Thank you for contributing to Brainy! 🧠

README.md

@@ -13,7 +13,7 @@
 <p align="center">
   <a href="https://www.npmjs.com/package/@soulcraft/brainy"><img src="https://img.shields.io/npm/v/@soulcraft/brainy.svg" alt="npm version"></a>
   <a href="https://www.npmjs.com/package/@soulcraft/brainy"><img src="https://img.shields.io/npm/dm/@soulcraft/brainy.svg" alt="npm downloads"></a>
-  <a href="https://source.soulcraft.com/soulcraft/brainy/actions"><img src="https://source.soulcraft.com/soulcraft/brainy/actions/workflows/ci.yml/badge.svg?branch=main" alt="CI"></a>
+  <a href="https://github.com/soulcraftlabs/brainy/actions/workflows/ci.yml"><img src="https://github.com/soulcraftlabs/brainy/actions/workflows/ci.yml/badge.svg" alt="CI"></a>
   <a href="https://soulcraft.com/docs"><img src="https://img.shields.io/badge/docs-soulcraft.com-blue.svg" alt="Documentation"></a>
   <a href="LICENSE"><img src="https://img.shields.io/badge/license-MIT-blue.svg" alt="MIT License"></a>
   <a href="https://www.typescriptlang.org/"><img src="https://img.shields.io/badge/%3C%2F%3E-TypeScript-%230074c1.svg" alt="TypeScript"></a>
@@ -23,9 +23,8 @@
   <a href="#quick-start">Quick start</a> ·
   <a href="#one-query-three-engines">One query</a> ·
   <a href="#feature-tour">Features</a> ·
-  <a href="#when-you-outgrow-brainy">Scale with Cor</a> ·
+  <a href="#from-laptop-to-hundreds-of-millions">Scale with Cor</a> ·
-  <a href="#documentation">Docs</a> ·
+  <a href="#documentation">Docs</a>
-  <a href="#support--community">Support</a>
 </p>
 
 ---
@@ -173,11 +172,9 @@ await brain.vfs.search('React components with hooks')          // semantic file
 
 **[Multi-process model](docs/concepts/multi-process.md)** · **[Inspection guide](docs/guides/inspection.md)**
 
-## When you outgrow Brainy
+## From laptop to hundreds of millions
 
-Brainy's pure-TypeScript engines carry real workloads a long way on their own — see the measured, per-operation numbers (not marketing figures) in **[docs/performance-envelopes.md](docs/performance-envelopes.md)** for what to expect, unaccelerated, on plain filesystem storage.
+Brainy's TypeScript engines take you a long way. When you outgrow them, add the native engine — **the API doesn't change**:
-
-When a deployment needs native-scale vector/graph performance — memory-mapped indexes that don't need your dataset in RAM, billion-scale ambitions — add the native engine. **The API doesn't change:**
 
 ```bash
 npm install @soulcraft/cor
@@ -190,14 +187,13 @@ await brain.init()   // @soulcraft/cor detected — same code, native engines un
 
 Installing the package is the opt-in: if `@soulcraft/cor` is present, it loads and announces itself in the init log; if it's present but broken, `init()` **throws** — an installed accelerator never silently vanishes behind the JS engines. Opt out with `plugins: []`, or pin exactly what loads with `plugins: ['@soulcraft/cor']`. [`@soulcraft/cor`](https://www.npmjs.com/package/@soulcraft/cor) (Brainy 8.x ↔ Cor 3.x, version-matched) registers Rust implementations behind every provider seam: SIMD distance kernels, memory-mapped storage, a disk-native vector index that doesn't need your dataset in RAM, durable LSM field/graph indexes that serve cold opens instantly, and native aggregation. Recall@10 measured **0.99 / 0.96 / 0.96 at 1M / 10M / 100M vectors** in Cor's release gate.
 
-Open core, commercial accelerator: Brainy is MIT and complete on its own — Cor is more headroom for when you need it, not capability held back to sell you later. Licensing and support: **cor@soulcraft.com**.
+Open core, commercial accelerator: Brainy is MIT and complete on its own; Cor is licensed and funds both.
 
 ## Performance
 
-- Per-operation p50/p95 at 1k and 10k entities, pure-JS floor, measured and re-run every release that touches a measured path: **[docs/performance-envelopes.md](docs/performance-envelopes.md)**.
 - JS distance kernels: **~6× faster cosine, ~1.4× euclidean** than 7.x (measured: [`tests/benchmarks/distance-microbench.mjs`](tests/benchmarks/distance-microbench.mjs), 384-dim, median of 41).
 - Whole-graph reads are single **O(N + E)** cursor walks — a consumer-measured 19k-edge export dropped from ~27 s of per-node calls to one scan.
-- Capacity planning and architecture: **[docs/PERFORMANCE.md](docs/PERFORMANCE.md)** · **[docs/SCALING.md](docs/SCALING.md)**
+- Full numbers and capacity planning: **[docs/PERFORMANCE.md](docs/PERFORMANCE.md)** · **[docs/SCALING.md](docs/SCALING.md)**
 
 ## Use cases
 
@@ -216,10 +212,6 @@ Open core, commercial accelerator: Brainy is MIT and complete on its own — Cor
 
 **Bun ≥ 1.1** (recommended) or **Node.js ≥ 22**. Brainy 8.x is server-only; the 7.x line remains on npm for browser use.
 
-## Support & community
+## Contributing & license
 
-- **Bugs and ideas** → **brainy@soulcraft.com** — no account needed, you'll get a receipt.
+Contributions welcome — see **[CONTRIBUTING.md](CONTRIBUTING.md)**. MIT © Brainy Contributors.
-- **Security reports** → **security@soulcraft.com** — see **[SECURITY.md](SECURITY.md)**.
-- **Contributing** → see **[CONTRIBUTING.md](CONTRIBUTING.md)**.
-
-MIT © Brainy Contributors.

SECURITY.md

@@ -1,36 +0,0 @@
-# Security Policy
-
-## Reporting a vulnerability
-
-Email **security@soulcraft.com**. That's the one door for security reports
-across the company, and it works the same way for Brainy: every report is
-read by a human, you'll get a private receipt, and we'll work with you on
-coordinated disclosure — please don't open a public issue for anything
-that isn't already public.
-
-Include what you'd want if you were on the other end: affected version,
-how to reproduce, and what you think the impact is. If you have a patch or
-a suggested fix, send it along — it's welcome but not required.
-
-There is no bounty program today. We're saying that plainly so you know
-what to expect going in.
-
-## Response time
-
-We respond as fast as truth allows. That means: no fixed SLA, no promise of
-a reply within a specific number of hours — but a real report from a real
-person gets read promptly and taken seriously. If you haven't heard anything
-in a reasonable stretch, a follow-up email is completely fine.
-
-## Supported versions
-
-The latest `8.x` minor release line receives security fixes. If you're
-running an older major version, please upgrade before reporting — we can't
-commit to backporting fixes to unsupported lines.
-
-## Scope
-
-This policy covers the `@soulcraft/brainy` package itself — the code in
-this repository. If you're evaluating a deployment that also uses
-`@soulcraft/cor`, report issues in that package the same way, to the same
-address; we'll route internally.

package-lock.json

@@ -1,12 +1,12 @@
 {
   "name": "@soulcraft/brainy",
-  "version": "8.10.0",
+  "version": "8.9.0",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "@soulcraft/brainy",
-      "version": "8.10.0",
+      "version": "8.9.0",
       "license": "MIT",
       "dependencies": {
         "@msgpack/msgpack": "^3.1.2",

package.json

@@ -1,6 +1,6 @@
 {
   "name": "@soulcraft/brainy",
-  "version": "8.10.0",
+  "version": "8.9.0",
   "description": "Universal Knowledge Protocol™ - World's first Triple Intelligence database unifying vector, graph, and document search in one API. Stage 3 CANONICAL: 42 nouns × 127 verbs covering 96-97% of all human knowledge.",
   "main": "dist/index.js",
   "module": "dist/index.js",
@@ -128,13 +128,13 @@
   "publishConfig": {
     "access": "public"
   },
-  "homepage": "https://source.soulcraft.com/soulcraft/brainy",
+  "homepage": "https://github.com/soulcraftlabs/brainy",
   "bugs": {
-    "url": "https://source.soulcraft.com/soulcraft/brainy/issues"
+    "url": "https://github.com/soulcraftlabs/brainy/issues"
   },
   "repository": {
     "type": "git",
-    "url": "git+https://source.soulcraft.com/soulcraft/brainy.git"
+    "url": "git+https://github.com/soulcraftlabs/brainy.git"
   },
   "files": [
     "dist/**/*.js",

scripts/release.sh

@@ -142,7 +142,7 @@ else
 fi
 
 # Create new changelog entry
-CHANGELOG_ENTRY="### [${NEW_VERSION}](https://source.soulcraft.com/soulcraft/brainy/compare/v${CURRENT_VERSION}...v${NEW_VERSION}) ($(date +%Y-%m-%d))
+CHANGELOG_ENTRY="### [${NEW_VERSION}](https://github.com/soulcraftlabs/brainy/compare/v${CURRENT_VERSION}...v${NEW_VERSION}) ($(date +%Y-%m-%d))
 
 ${COMMITS}
 "
@@ -175,59 +175,26 @@ echo -e "${BLUE}7️⃣  Creating git tag v${NEW_VERSION}...${NC}"
 git tag -a "v${NEW_VERSION}" -m "Release v${NEW_VERSION}"
 echo -e "${GREEN}✅ Tag created${NC}\n"
 
-# Step 9: Push to origin — the forge is the one home (ruled 2026-07-23; the
+# Step 9: Push to GitHub
-# old public GitHub repo is archived history, no longer part of any release).
+echo -e "${BLUE}8️⃣  Pushing to GitHub...${NC}"
-echo -e "${BLUE}8️⃣  Pushing to origin...${NC}"
 git push --follow-tags origin "$CURRENT_BRANCH"
-echo -e "${GREEN}✅ Pushed to origin${NC}\n"
+echo -e "${GREEN}✅ Pushed to GitHub${NC}\n"
 
-# Step 10: Publish — forge FIRST (home), npmjs second (the world's storefront).
+# Step 10: Publish to npm
-# The fleet-wide ~/.npmrc maps the @soulcraft scope to the forge registry, and
+echo -e "${BLUE}9️⃣  Publishing to npm (dist-tag: ${NPM_TAG})...${NC}"
-# a scope mapping BEATS `--registry` on the command line — so each publish
+npm publish --tag "$NPM_TAG"
-# names its registry via the scope override explicitly. Nothing implicit.
-FORGE_NPM_REG="https://source.soulcraft.com/api/packages/soulcraft/npm/"
-FORGE_NPM_TOKEN_FILE="$HOME/.config/soulcraft/npm-publish-brainy.token"
-echo -e "${BLUE}9️⃣  Publishing to the forge registry (home)...${NC}"
-if [ -f "$FORGE_NPM_TOKEN_FILE" ]; then
-  TMPRC="$(mktemp)"
-  chmod 600 "$TMPRC"
-  {
-    echo "@soulcraft:registry=${FORGE_NPM_REG}"
-    echo "//source.soulcraft.com/api/packages/soulcraft/npm/:_authToken=$(cat "$FORGE_NPM_TOKEN_FILE")"
-  } > "$TMPRC"
-  if npm publish --tag "$NPM_TAG" --userconfig "$TMPRC"; then
-    echo -e "${GREEN}✅ Published to the forge${NC}\n"
-  else
-    rm -f "$TMPRC"
-    echo -e "${RED}❌ Forge publish FAILED — aborting before npmjs so the pair never diverges. Fix and re-run.${NC}"
-    exit 1
-  fi
-  rm -f "$TMPRC"
-else
-  echo -e "${RED}❌ Forge publish token missing (${FORGE_NPM_TOKEN_FILE}) — aborting. The forge is home; publish it first or restage the token.${NC}"
-  exit 1
-fi
-
-echo -e "${BLUE}9️⃣½  Publishing to npmjs (storefront, dist-tag: ${NPM_TAG})...${NC}"
-npm publish --tag "$NPM_TAG" "--@soulcraft:registry=https://registry.npmjs.org/"
 # Brainy is the only PUBLIC @soulcraft package — verify visibility after every publish.
-npm access get status @soulcraft/brainy "--@soulcraft:registry=https://registry.npmjs.org/" || true
+npm access get status @soulcraft/brainy || true
-echo -e "${GREEN}✅ Published to npmjs${NC}\n"
+echo -e "${GREEN}✅ Published to npm${NC}\n"
 
-# Step 11: Release object on the forge (presentational — the tag, CHANGELOG,
+# Step 11: Create GitHub release
-# and RELEASES.md are the record; this just gives the forge UI a release page).
+echo -e "${BLUE}🔟 Creating GitHub release...${NC}"
-echo -e "${BLUE}🔟 Creating forge release...${NC}"
+if [ "$PRERELEASE" = true ]; then
-if [ -n "${FORGEJO_RELEASE_TOKEN:-}" ]; then
+  gh release create "v${NEW_VERSION}" --generate-notes --prerelease
-  if curl -sf -X POST "https://source.soulcraft.com/api/v1/repos/soulcraft/brainy/releases" \
-    -H "Authorization: token ${FORGEJO_RELEASE_TOKEN}" -H "Content-Type: application/json" \
-    -d "{\"tag_name\":\"v${NEW_VERSION}\",\"name\":\"v${NEW_VERSION}\",\"prerelease\":${PRERELEASE}}" >/dev/null; then
-    echo -e "${GREEN}✅ Forge release created${NC}\n"
-  else
-    echo -e "${RED}⚠️  Forge release API call failed — tag + CHANGELOG remain the record; create the release page via the forge UI if wanted${NC}\n"
-  fi
 else
-  echo -e "${RED}⚠️  FORGEJO_RELEASE_TOKEN unset — no release page created; tag + CHANGELOG remain the record${NC}\n"
+  gh release create "v${NEW_VERSION}" --generate-notes
 fi
+echo -e "${GREEN}✅ GitHub release created${NC}\n"
 
 # Step 12: Push public docs to the soulcraft.com docs ingest door
 # (VENUE-DOCS-RELEASE-PUSH). Skips with a loud warning when
@@ -246,4 +213,4 @@ echo -e "${GREEN}🎉 Release ${NEW_VERSION} complete!${NC}"
 echo -e "${GREEN}━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━${NC}"
 echo ""
 echo -e "📦 npm: ${BLUE}https://www.npmjs.com/package/@soulcraft/brainy/v/${NEW_VERSION}${NC}"
-echo -e "🏠 Forge: ${BLUE}https://source.soulcraft.com/soulcraft/brainy/releases/tag/v${NEW_VERSION}${NC}"
+echo -e "🐙 GitHub: ${BLUE}https://github.com/soulcraftlabs/brainy/releases/tag/v${NEW_VERSION}${NC}"