agent-hub-release
amd/gaia/.claude/skills/agent-hub-release/SKILL.md
Cut or wire a frozen-binary + npm sidecar release for a GAIA agent (the email-agent CI pipeline: freeze -> Agent Hub Worker /publish -> npm OIDC). Use when releasing or onboarding a sidecar agent under hub/agents/, or authoring a release_agent_<id>.yml. For the standard wheel/PyPI + Hub publish, defer to the author guide docs/guides/hub-publishing.mdx — this skill is the sidecar extension on top of it.
Skill1.6k starsChanged 3 days ago
- Commits and pushes
What's in it
- Releasing a GAIA Sidecar Agent (frozen binary + npm)
- Relationship to the author guide (read first)
- Distribution model (the mental picture)
- What a sidecar agent adds (email = reference)
- The three version numbers the release checks
- Cutting a release (existing agent)
- Onboarding a NEW sidecar agent (one-time)
- One-time infrastructure (verify it exists)
- Invariants & gotchas
- Reference files
---
name: "agent-hub-release"
description: "Cut or wire a frozen-binary + npm sidecar release for a GAIA agent (the email-agent CI pipeline: freeze -> Agent Hub Worker /publish -> npm OIDC). Use when releasing or onboarding a sidecar agent under hub/agents/, or authoring a release_agent_<id>.yml. For the standard wheel/PyPI + Hub publish, defer to the author guide docs/guides/hub-publishing.mdx — this skill is the sidecar extension on top of it."
---
# Releasing a GAIA Sidecar Agent (frozen binary + npm)
How to ship a **sidecar agent** — a frozen, no-Python REST binary plus a thin npm
client — to the GAIA Agent Hub and npm, via the tag-triggered CI release. The
**email agent is the reference**: `hub/agents/email/python/` +
`hub/agents/email/npm/` + `.github/workflows/release_agent_email.yml`.
This is a **phased process with one hard human gate** (the `agent-publish`
environment). Stop and confirm before anything irreversible — pushing a release
tag, approving the publish gate. Publishes are **immutable per filename**: a bad
release is fixed by a new version, never an overwrite.
> **Status — the email pipeline has not yet cut a real release.**
> `hub/agents/email/npm/binaries.lock.json` still carries placeholder
> `PENDING-1648` hashes and **#1648 is open**, so the freeze→publish→fetch-verify
> path has never run end-to-end. Treat this skill as the design of record, not a
> paved road, until the first real release lands and fills the lock. Likewise the
> `agent-publish` environment + `GAIA_HUB_TOKEN` + hub vars are **maintainer
> setup** (workflow header) — verify they exist before relying on them.
## Relationship to the author guide (read first)
[`docs/guides/hub-publishing.mdx`](../../../docs/guides/hub-publishing.mdx) is the
**author-facing** guide for the standard distribution: a Python **wheel** published
to the Hub + PyPI via `gaia agent publish` (or the no-token PR route). It owns the
authoritative rules for the **manifest, versioning, immutability, and the two
publish routes** — don't restate or contradict them here.
This skill covers the **additional** channel an agent like email layers on top: a
**frozen native binary + an `@amd-gaia/agent-<id>` npm client**, released through
`release_agent_<id>.yml`. An agent can ship one or both channels. Where the two
overlap (manifest, version rules), the guide is the source of truth.
**Releasing an agent that has never shipped before?** Cutting the release is the
*last* phase. An agent is not release-ready because its code runs — it needs a
capability-truth audit, a real scorecard, the doc bundle, and a day-one usability
check first. Use [`porting-agent-to-hub`](../porting-agent-to-hub/SKILL.md) for
that flow, then come back here for the lane itself.
## Distribution model (the mental picture)
```
freeze.py (PyInstaller, native per-OS, no cross-compile)
└─ email-agent-<platform>[.exe] ← one-file binary, boots a FastAPI REST sidecar
└─ POST /publish → Agent Hub Worker (workers/agent-hub/) ── R2 bucket "gaia-hub"
• stores each object IMMUTABLY under agents/<id>/<ver>/<file>
• computes SHA-256 server-side
• rebuilds index.json (the catalog the website reads)
download = plain public GET at hub.amd-gaia.ai/agents/<id>/<ver>/<file>
└─ @amd-gaia/agent-<id> (npm) ← typed client + fetch CLI + sidecar lifecycle
• binaries.lock.json maps platform → {filename, sha256, size}; the SHA-256
is the integrity gate the fetch CLI enforces on download
• published via npm OIDC trusted publishing (provenance, NO npm token)
```
The Worker fronts the bucket; **CI never touches R2 directly** — it POSTs to
`/publish` so uploads are server-checksummed and the catalog is rebuilt atomically.
The manifest + README ride along inside the publish.
## What a sidecar agent adds (email = reference)
On top of the normal agent package (manifest + code + README + `pyproject.toml`,
per the guide), a sidecar agent adds:
| Path | Role |
|------|------|
| `hub/agents/<id>/python/packaging/` | `freeze.py`, `smoke_test.py`, `server.py`, `gen_binaries_lock.py`, `publish_to_r2.py`, `HUB-UPLOAD.md` (manual fallback) |
| `hub/agents/<id>/npm/package.json` | ESM-only client; `exports` `.` (Node) and `./client` (browser-safe, client-only — landed in **#1773**) |
| `hub/agents/<id>/npm/binaries.lock.json` | platform → artifact + **sha256** + size + `baseUrl` (placeholders until the first release) |
| `hub/agents/<id>/npm/README.md` (+ `CHANGELOG.md`) | client docs; CHANGELOG is recommended (Keep a Changelog), **not** required by publish |
| `hub/agents/<id>/npm/src/` | `client.ts`, `client-entry.ts` (browser entry, landed in #1773), `fetch.ts`, lifecycle, `types.ts`, `errors.ts`, `cli.ts` |
| `.github/workflows/release_agent_<id>.yml` | the tag-triggered release (copy of `release_agent_email.yml`) |
Notes:
- **The npm client is ESM-only** (`"type": "module"`). Node consumers use the `.`
entry (fetch + spawn); browser/Electron renderers use `./client` (client-only,
zero Node built-ins) — landed in **#1773**, documented by **#1776**.
- **`binaries.lock.json` ships placeholder hashes** until the first real release.
While a hash is a placeholder the fetch CLI is **fail-loud** — a bad binary can
never be fetched. For local dev, point the lifecycle helpers at a locally-frozen
binary instead of `fetchBinary`.
- **Manifest validation:** validate the author manifest with `gaia agent test
--lint`. Do **not** validate `gaia-agent.yaml` against
`workers/agent-hub/schemas/manifest.schema.json` — that is the Hub's *server-side
aggregate* schema and requires fields you never hand-write (`versions`,
`latest_version`, `deprecated`, `security_tier`, `permissions`).
- **Platform-name skew (easy bug):** the manifest's `requirements.platforms` uses
`win-x64`; `binaries.lock.json` + the CI matrix use `win32-x64`. Same agent, two
spellings — don't copy one into the other.
## The three version numbers the release checks
The `Resolve + validate release version` step fails loudly unless all three are
identical:
1. the **tag** (or `workflow_dispatch` input) — `agent-pkg-<id>-v<version>` → `<version>`
2. `hub/agents/<id>/npm/package.json` → `.version`
3. `hub/agents/<id>/python/gaia-agent.yaml` → `version`
Bump the Python side with **`gaia agent version patch|minor|major`** (it rewrites
`gaia-agent.yaml` + `pyproject.toml` + `__init__.py` together — bumping **from the
`gaia-agent.yaml` value**, ignoring whatever the npm `package.json` currently says),
then **manually set the npm `package.json`** to that same version — the release
tooling checks all three agree. (Heads up: they can already be out of sync — e.g. a
package.json ahead of `gaia-agent.yaml` — so a blind `patch` bumps the yaml base, not
the npm value; the manual npm sync is what actually reconciles them.) Add the
matching `CHANGELOG.md` entry too if the agent keeps one (recommended, not required by publish). `binaries.lock.json`'s `agentVersion`
+ `baseUrl` are **regenerated by CI** — don't hand-edit them for a release.
## Cutting a release (existing agent)
1. **Version-bump PR → main.** `gaia agent version <bump>`, sync the npm
`package.json`, add the CHANGELOG entry, merge to `main` (the workflow asserts the
release commit is a `main` ancestor — publishing is allowed only from main).
2. **Pre-flight** in `hub/agents/<id>/npm/`: `npm ci && npm run build && npm
test`, and `npm pack --dry-run` to confirm `README.md` ships (and `CHANGELOG.md`, if you keep one).
3. **Tag from main** (or `workflow_dispatch` with the version):
```bash
git tag agent-pkg-<id>-v<version> && git push origin --tags
```
Namespace is `agent-pkg-<id>-*` (NOT `v*`) — it deliberately does not fire the
core `publish.yml`.
4. **Build stage** freezes on 4 platforms — `win32-x64`, `darwin-arm64`, `linux-x64`
**required**; `darwin-x64` (Intel) **best-effort** — smoke-tests each, hashes it.
(The smoke test proves the binary boots and the REST route answers; with no
Lemonade in CI it does **not** exercise real LLM triage — a 502/timeout passes.)
5. **Approve the gate.** The `publish` job pauses on the `agent-publish` environment
until a maintainer approves; the publish token isn't readable until then.
6. **Publish stage** (atomic): POST every binary to `/publish` → regenerate
`binaries.lock.json` with the **real** hashes → **fetch-verify every published
object** against the lock → `npm publish` via OIDC (provenance) → trigger
`deploy_website.yml` so the new catalog entry appears.
Monitor with `gh run watch`. `npm publish` skips if that exact version already
exists; `/publish` is a verified 409 no-op for identical bytes.
## Onboarding a NEW sidecar agent (one-time)
1. **Scaffold** the normal agent first (`gaia agent init`, per the guide), then add
`packaging/` and the `hub/agents/<id>/npm/` client. Mirror email.
2. **Adapt the packaging scripts.** `freeze.py` (its `NAME = "email-agent"` constant)
and `publish_to_r2.py` (the executable name + the `email-agent-` filename prefix it
parses) **hardcode `email-agent`** — copy + parameterize them for `<id>`.
`gen_binaries_lock.py` is already generic (driven by `published.json` + manifest
`id`); the `agents/email` hub prefix lives in the workflow's `HUB_PREFIX` env, not a
script.
3. **Copy the workflow** `release_agent_email.yml` → `release_agent_<id>.yml` and
change: `PKG_DIR`, `MANIFEST`, `README`, `FREEZE_DIST`, `HUB_PREFIX`
(`agents/<id>`), the tag trigger (`agent-pkg-<id>-*`), the artifact/frozen names,
and the npm package name in the verify/publish steps.
4. **Register the npm trusted publisher** for `@amd-gaia/agent-<id>` against the
exact filename `release_agent_<id>.yml`. ⚠️ The OIDC subject is tied to the
filename — **renaming the workflow later breaks publish.**
5. *(Maintainability)* per-agent copies of a ~550-line workflow + three hardcoded
scripts **will drift**. The durable fix is a reusable `workflow_call` release
workflow + scripts parameterized by `<id>`; the per-agent copy is interim.
## One-time infrastructure (verify it exists)
Per the workflow header (`release_agent_email.yml`), these are **maintainer setup**
— confirm each before the first release:
- **GitHub environment `agent-publish`** with **required reviewers**; restrict its
deployment branches/tags to `main` **and** the `agent-pkg-*` tag pattern (a
main-only rule blocks the tag-triggered gate).
- **Secret `GAIA_HUB_TOKEN`** — Agent Hub Bearer token matching an entry in the
Worker's `PUBLISH_TOKENS`, scoped to the agent's `author`. Define it as an
**environment** secret on `agent-publish` (not a repo secret) so it's unreadable
until the gate is approved. (The workflow maps it into the publish script's
`AGENT_HUB_PUBLISH_TOKEN` env var — same token, different name inside the script.)
- **Var `GAIA_HUB_BASE_URL`** — public Worker origin for downloads + the lock
`baseUrl` (default `https://hub.amd-gaia.ai`).
- **Var `GAIA_HUB_PUBLISH_URL`** — the Worker's **workers.dev** URL for uploads. The
free-plan WAF on the proxied `hub.amd-gaia.ai` custom domain blocks large binary
uploads (but not GETs). **Required** — the release fails loudly if it is unset (no
silent fallback to the custom domain).
- **Railway `HUB_CATALOG_URL=https://hub.amd-gaia.ai`** so the website rebuild
reflects the new entry.
## Invariants & gotchas
- **Immutable per filename.** The Worker `409`s on any re-POST of an existing
filename (it keys on the filename via `head()`, not a byte-compare). The publish
script then re-fetches and hashes the stored object: **identical bytes → idempotent
no-op**, a **hash mismatch → fail loudly**. Fix a bad release with a new version —
never an overwrite. (Same immutability the guide describes for `id@version`.)
- **Publish only from main.** The job asserts the release commit is on `main`.
- **`SCHEMA_VERSION` MAJOR is the compat gate.** Client and binary must agree on the
wire-contract MAJOR or `startSidecar` throws `VersionMismatchError`. Bump the npm
package and re-publish the binary together.
- **Best-effort Intel.** `darwin-x64` builds on `macos-26-intel`, then is verified on
`macos-15-intel`. If it fails/absent it's **dropped** (3-platform release) with a
loud `::warning::`; Intel users get a clear "no binary for darwin-x64" install
error, never a placeholder one.
- **SHA-256 provenance.** `publish_to_r2.py` hashes each binary locally and the Worker
hashes it server-side; the script **asserts they match** on the `201` before that
(local, server-verified) hash is written to `binaries.lock.json`. The lock hash is
then the gate the npm `fetch` CLI enforces on download (`PlatformError` on a
placeholder, `IntegrityError` on a mismatch).
- **Fetch-verify is the real gate.** After `/publish`, CI re-fetches every object via
the npm `fetch` CLI and checks bytes-hash-to-lock (bounded retry for Cloudflare
edge propagation) before `npm publish`.
- **Website is rebuilt, not patched.** Hub pages build from live `index.json`; the
publish job triggers `deploy_website.yml` on `main`. (A generic per-agent
auto-redeploy is still being wired — see the guide's Verify step.)
- **Manual fallback:** `hub/agents/<id>/python/packaging/HUB-UPLOAD.md` documents the
by-hand rclone path to the `gaia-hub` bucket — identical objects + lock as CI.
- **Write the CHANGELOG entry, PR body, and your status reports** per [CLAUDE.md → How You
Communicate](../../../CLAUDE.md#how-you-communicate): lead with what changes for someone
installing the agent, put versions, hashes, and workflow mechanics underneath. Always say
which platforms actually shipped — a dropped Intel build is the headline, not a footnote.
## Reference files
- `.github/workflows/release_agent_email.yml` — the canonical release workflow (its
header comments document the whole contract).
- `docs/guides/hub-publishing.mdx` — the author guide (manifest, versioning, wheel +
PR publish routes). The overlap's source of truth.
- `hub/agents/email/python/gaia-agent.yaml` — manifest reference.
- `hub/agents/email/npm/{package.json,binaries.lock.json,README.md}` —
client package reference.
- `hub/agents/email/python/packaging/{freeze,smoke_test,publish_to_r2,gen_binaries_lock}.py`,
`HUB-UPLOAD.md` — packaging + publish tooling.
- `workers/agent-hub/{README.md,schemas/manifest.schema.json,src/}` — the Worker, the
`/publish` contract, and the server-side aggregate schema.
More agent context in amd/gaia
21 other files this repository gives its agents.
AGENTS.md
CLAUDE.md
Copilot instructions
Skill
- adding-eval-scorecard.claude/skills/adding-eval-scorecard/SKILL.md
- analyzing-claude-sessions.claude/skills/analyzing-claude-sessions/SKILL.md
- benchmarking-the-agent.claude/skills/benchmarking-the-agent/SKILL.md
- driving-the-tui.claude/skills/driving-the-tui/SKILL.md
- gaia-build-agent.claude/skills/gaia-build-agent/SKILL.md
- gaia-executive-presentation.claude/skills/gaia-executive-presentation/SKILL.md
- gaia-release.claude/skills/gaia-release/SKILL.md
- gaia-technical-presentation.claude/skills/gaia-technical-presentation/SKILL.md
- gaia-testing.claude/skills/gaia-testing/SKILL.md
- gaia-tui-manual.claude/skills/gaia-tui-manual/SKILL.md
- github-issue-response.claude/skills/github-issue-response/SKILL.md
- integrate-hub-agent.claude/skills/integrate-hub-agent/SKILL.md
- lemonade-client-patterns.claude/skills/lemonade-client-patterns/SKILL.md
- porting-agent-to-hub.claude/skills/porting-agent-to-hub/SKILL.md
- pr-backlog-triage.claude/skills/pr-backlog-triage/SKILL.md
- security-assessment.claude/skills/security-assessment/SKILL.md
- testing-the-gaia-agent.claude/skills/testing-the-gaia-agent/SKILL.md
- weekly-audit-patterns.claude/skills/weekly-audit-patterns/SKILL.md
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