GitHub Releases
The GitHub Releases Claude Code skill fetches and triages new releases from a configurable list of AI, infrastructure, and crypto repositories over the past two days, assigning each release an upgrade decision tier based on semantic version changes and release notes content. Use this skill to stay informed about dependency updates and make deliberate choices about which releases warrant immediate attention versus monitoring.
git clone --depth 1 https://github.com/aaronjmars/aeon /tmp/github-releases && cp -r /tmp/github-releases/skills/github-releases ~/.claude/skills/github-releasesSKILL.md
> **${var}** — Comma-separated list of repos (e.g. `anthropics/anthropic-sdk-python,anza-xyz/agave`). If empty, uses the default watch list.
<!-- autoresearch: variation D — reframe as upgrade triage (4 action tiers) instead of a flat inventory, so each release earns a decision -->
Read `memory/MEMORY.md` for context.
Read the last 2 days of `memory/logs/` and `memory/github-releases-state.json` (if present) to avoid reporting the same tag twice.
## Goal
Turn a list of "$N$ new releases" into $M$ upgrade decisions. Every release earns a triage verdict from semver delta + release-notes content, so the reader acts rather than skims.
## Steps
### 1. Build the repo list
If `${var}` is set, split on commas and use that. Otherwise use this default watch list:
**AI / LLM**
- anthropics/anthropic-sdk-python
- anthropics/anthropic-sdk-typescript
- anthropics/claude-code
- anthropics/claude-agent-sdk-python
- openai/openai-python
- openai/openai-node
- openai/openai-agents-python
- BerriAI/litellm
- langchain-ai/langchain
- run-llama/llama_index
**Infra / Dev**
- vercel/next.js
- supabase/supabase
- ggerganov/llama.cpp
- huggingface/transformers
**Crypto / DeFi**
- anza-xyz/agave
- ethereum/go-ethereum
- uniswap/v4-core
- aave/aave-v3-core
(`solana-labs/solana` was archived 2025-01-22 — replaced with `anza-xyz/agave`.)
### 2. Fetch releases per repo
Use **WebFetch** against the list endpoint, not `/releases/latest`:
```
https://api.github.com/repos/{owner}/{repo}/releases?per_page=5
```
`/releases/latest` silently drops prereleases and drafts, so repos that ship only prereleases look silent. The list endpoint shows everything; we decide what to do with each in step 4.
Extract per release: `tag_name`, `name`, `published_at`, `html_url`, `prerelease`, `draft`, `body` (first 800 chars).
**Fallback chain:**
1. On 404 (repo has no releases ever): fetch `https://api.github.com/repos/{owner}/{repo}/tags?per_page=3` and treat the newest tag as a bare release (tag only, no body).
2. On 403/429 (rate-limit): record `ratelimited` for that repo and skip. Do not retry.
3. On any other error: record `error` and skip.
If `GITHUB_TOKEN` is in env, include `Authorization: Bearer $GITHUB_TOKEN`. In GitHub Actions the token is auto-injected — the workflow must pass `env: GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}`. Anonymous rate limit is 60 req/hr; authenticated is 5000.
### 3. Filter by window + dedup
Keep a release iff **either**:
- `published_at` is within the last 25 hours (1h overlap absorbs cron drift), **or**
- `tag_name` is not present in `memory/github-releases-state.json[repo].last_tag` and is newer than the stored entry.
Drop `draft=true`. Keep `prerelease=true` — they feed the SKIP tier.
### 4. Triage — classify each kept release into one tier
**Semver delta.** Strip a leading `v`. Parse `MAJOR.MINOR.PATCH[-pre]` against the prior tag (from state, or from the previous release in the list). If unparseable (e.g. `release-2024-11-15`), treat delta as `unknown` and rely on keywords alone.
**Body keyword scan** (case-insensitive, on `body` + `name`):
- `security` family: `security`, `CVE-`, `vulnerability`, `critical fix`, `RCE`, `auth bypass`, `patch release`
- `breaking` family: `breaking change`, `BREAKING`, `migration required`, `deprecat`, `removed`
- `feature` family: `add`, `introduce`, `new`, `support for`, `now supports`
**Decision ladder — first match wins:**
| Tier | Emoji | Trigger |
|------|-------|---------|
| UPGRADE ASAP | 🔴 | Any `security` keyword match, regardless of semver. |
| UPGRADE SOON | 🟡 | MAJOR bump, **or** any `breaking` keyword match. |
| FYI | 🔵 | MINOR or PATCH bump, no breaking/security keywords. |
| SKIP | ⚪ | `prerelease=true`, **or** tag matches `-rc\|-alpha\|-beta\|-canary\|-nightly\|-dev`. |
A prerelease that also has a `security` keyword promotes to 🔴 (security always wins).
### 5. Compose output (under 4000 chars)
Always emit a **lead line**:
```
*GitHub Releases — ${today}* — N updates · 🔴 A asap · 🟡 B soon · 🔵 C fyi · ⚪ D skipped
```
If every tier is empty (N=0), log `GITHUB_RELEASES_NONE` and end — no notification.
Otherwise emit tiers in order 🔴 → 🟡 → 🔵 → ⚪. Omit empty tiers. Within a tier, sort by `published_at` descending.
**Each item is one line:**
```
🔴 [owner/repo v1.2.3](html_url) — <triage reason ≤15 words>
```
**Triage-reason rules:**
- Lead with a concrete verb: `Patches`, `Breaks`, `Adds`, `Deprecates`, `Removes`, `Fixes`.
- Name the specific thing: `auth bypass in /session`, `JSON streaming for tools`, `v2 response schema`. No generic filler (`various bugs`, `improvements`, `stability`).
- Never echo the version, the repo name, or the release title. Never end with `…`.
- Strip markdown, emojis, and `Full Changelog:` links before scanning.
- If the body is empty or pure noise, fall back to the release `name` — but only if it contains a concrete noun (not `v1.2.3`).
Truncate the ⚪ SKIP tier to the first 3 items, then `… +N more`.
Append a blank line and the **source-status footer**:
```
_sources: ok=12 notfound=2 ratelimited=0 error=0_
```
### 6. Update state
Write `memory/github-releases-state.json`:
```json
{
"updated_at": "<ISO 8601>",
"repos": {
"owner/repo": { "last_tag": "v1.2.3", "last_published_at": "<ISO 8601>" }
}
}
```
Only update entries for repos that returned at least one release or tag this run. Preserve existing entries for `ratelimited` / `error` / `notfound` repos — don't clobber good history with a bad fetch.
### 7. Send via `./notify`
Send the full composed message (lead line + tier sections + footer) via `./notify`. Keep total under 4000 chars — if over, truncate the 🔵 FYI tier first, then ⚪ SKIP, never 🔴 or 🟡.
Distinct end states:
- `GITHUB_RELEASES_NONE` — every source succeeded, zero fresh releases (quiet day).
- `GITHUB_RELEASES_ERROR` — every source failed (all 404 / ratelimited / error). Notify with the error state so a net problem doesn't masquerade as a quiet day.
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