G Core Gcore Python Gcore Python

Release Skill — G-Core/gcore-python

Constraints

• Repository: G-Core/gcore-python (hardcoded, do not use for other repos)
• Allowed tools: gh CLI (scoped to G-Core/gcore-python + read-only G-Core/gcore-go releases) and Read
• Never: modify source code, force-push, delete branches, or merge without explicit user confirmation
• Release PRs are created by stainless-app[bot] with title release: {version}

Workflow

Execute steps 1-6 in order. Present findings at each step before proceeding.

Step 1 — Discover the Release PR

gh pr list --repo G-Core/gcore-python --state open --app stainless-app \
  --json number,title,author,url,createdAt

Find the PR whose title starts with release: .

• If no open release PR exists, inform the user and stop.
• If found, display: PR number, title (contains version), URL, creation date.

Step 2 — Analyze the Release

Fetch all three in parallel:

1. PR body containing the auto-generated changelog (Part 2). Parse it to extract:

   • Version number and date
   • Breaking changes, Features, Bug Fixes, Refactors, Chores, Documentation

   gh pr view {N} --repo G-Core/gcore-python --json body,title,number,url
   

2. The actual code diff. Analyze for Python API-level changes:

   • New/removed/renamed types, fields, methods
   • Changed field types (e.g., str -> Optional[str], int -> Literal[""])
   • New service methods (e.g., create_and_poll())
   • Changed return types
   • Note: deprecation warnings (warnings.warn, @deprecated) are informational only — the methods still exist in the SDK. Do not surface these as user-facing changes in release notes unless the deprecation is new in this release AND accompanied by a replacement in the same release.

   gh pr diff {N} --repo G-Core/gcore-python
   

3. List of changed files. Use commit scopes and file paths to infer product areas:

   gh pr diff {N} --repo G-Core/gcore-python --name-only
   

   File path prefix	Product Area
   resources/cdn/, types/cdn/	CDN
   resources/cloud/, types/cloud/	Cloud
   resources/security/, types/security/	DDoS Protection
   resources/dns/, types/dns/	DNS
   resources/fastedge/, types/fastedge/	FastEdge
   resources/iam/, types/iam/	IAM
   resources/storage/, types/storage/	Object Storage
   resources/streaming/, types/streaming/	Streaming
   resources/waap/, types/waap/	WAAP
   _client.py, _base_client.py, _utils/, _models.py, _streaming.py, pagination.py, lib/	Other

   For canonical sub-product names within each product area, consult references/products.md. Always use the exact names listed there.

   These are heuristics. When a scope or path does not clearly map, use judgment based on the commit scope, file path, and diff context.

   Within a product area, split into distinct sub-areas by resource type. Do not lump unrelated resources into a single sub-area.

Step 2.5 — Check Go SDK Release (Cross-SDK Sync)

Check whether G-Core/gcore-go already has a release for the same version. Both SDKs are generated from the same API specs and share version numbers, so matching releases cover the same underlying API changes.

gh release view v{VERSION} --repo G-Core/gcore-go --json tagName,body

• If a matching release exists, extract its Part 1 (everything before the ## {VERSION} auto-generated changelog heading). Store it as the Go reference notes for use in Step 4.
• If the release does not exist (exit code ≠ 0), proceed without reference. This is expected when the Python SDK releases first.

Do not display the Go notes to the user — they are an internal reference for wording alignment only.

Step 3 — Check CI Status

gh pr checks {N} --repo G-Core/gcore-python --json name,state,bucket

Ignore detect-breaking-changes when evaluating CI status — it is informational only. Breaking API changes are expected in release PRs and documented in the changelog. If it fails, note it for the user but do not treat it as a blocker.

After excluding detect-breaking-changes:

• All checks pass — report CI green, proceed.
• Some checks pending — warn user, ask: wait or proceed?
• Any check fails — show failing checks, do not offer to merge.

Step 4 — Generate Human-Readable Release Notes

Read references/release-notes-examples.md for style reference and examples. Read references/products.md for canonical product and sub-product names.

Using the changelog (Step 2.1) and diff analysis (Step 2.2), generate the human-readable summary (Part 1) following this structure:

We're excited to announce version {VERSION}!

### **{Product Area}**

* **{Sub-area}**
  * Added `{field/method}` to `{Type}` — {description}
  * ⚠ BREAKING CHANGE: `{Type.field}` changed from `{old}` to `{new}`
  * Deprecated `{service.method()}` — use `{alternative}` instead
  * Fixed {description} — {detail}

Part 1 Rules

• Group by product area (alphabetically: CDN, Cloud, DDoS Protection, DNS, FastEdge, IAM, Object Storage, Streaming, WAAP). Place Other last. Only include areas that have changes.
• Within each area, group by sub-area alphabetically (e.g., Bare Metal, GPU Bare Metal, Managed Kubernetes, Load Balancers). Use the canonical names from references/products.md. If changes do not fit a sub-area, list directly under the product area.
• Breaking changes get ⚠ BREAKING CHANGE: prefix inline. Always specify old value/type and new value/type.
• Deprecations: Deprecated `method()` — use `alternative()` instead
• Additions: Added `name` field/method to `Type` — description
• Fixes: Fixed {what} — {detail}
• Always use backtick-wrapped Python identifiers for types, fields, methods. Types use PascalCase, methods/fields use snake_case.
• No commit hashes or links in Part 1 (those are in Part 2).
• Cross-SDK alignment: If Go reference notes were fetched in Step 2.5, use them as a wording guide for overlapping API changes. For each change that appears in both SDKs, match the Go description's phrasing and structure while substituting Python identifiers (snake_case methods, Optional[T] instead of param.Opt[T], etc.). Python-only changes (SDK internals, Python-specific fixes) have no Go counterpart — write those fresh.
• Do not copy the auto-generated changelog verbatim. Aggregate related changes. Skip noise.
• Omit codegen metadata and aggregated API specs update entries unless they introduce a specific user-visible change visible in the diff.
• Omit doc-only changes — if a diff only updates comments, docstrings, or descriptions (e.g., "IPv4" → "IPv4 or IPv6" in a docstring, or adding a description to a service/resource for Terraform enablement) with no API behavioral change (no new fields, methods, types, or changed signatures), do not surface it in Part 1. These are internal metadata updates, not user-facing SDK changes.

Display the generated Part 1 to the user. Ask if they want to edit or approve.

Step 5 — Merge the Release PR

Present to the user:

1. CI status (from Step 3)
2. Generated release notes preview (Part 1 from Step 4)
3. Auto-generated changelog (Part 2 from PR body)
4. Recommended merge method: rebase

Ask for explicit confirmation before merging.

If user declines or wants changes, return to Step 4.

Once confirmed, merge via Bash:

gh pr merge {PR_NUMBER} --repo G-Core/gcore-python --rebase

If merge fails, report the error and stop.

Step 6 — Update the GitHub Release

After merge, stainless-app[bot] auto-creates a GitHub Release.

1. Fetch the latest release. Verify tagName matches expected version v{VERSION}. If not found, sleep 10 and retry once.

   gh release view --repo G-Core/gcore-python --json tagName,body,url
   

2. Build the final release body by combining Part 1 and the existing Part 2:

   {Part 1 — human-readable summary}
   
   
   {Part 2 — auto-generated changelog already in release body}
   

3. Update the release via Bash:

   gh release edit v{VERSION} \
     --repo G-Core/gcore-python \
     --notes "$(cat <<'RELEASE_EOF'
   {combined release notes}
   RELEASE_EOF
   )"
   

4. Display the release URL and confirm completion.

Failure Modes

Source: G-Core/gcore-python — distributed by TomeVault.