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sunholo-data/ailang/.claude/skills/release-manager/SKILL.md

release-manager

Create new AILANG releases with version bumps, changelog updates, git tags, and CI/CD verification. Use when user says "ready to release", "create release", mentions version numbers, or wants to publish a new version.

Source repository stars
33
Declared platforms
0
Static risk flags
3
Last source update
2026-08-25
Source checked
2026-08-25

Decision brief

What it does: where it fits

Create a complete AILANG release with version bump, changelog update, git tag, and CI/CD verification.

Best for

  • User says "ready to release", "create release", "publish release"
  • User mentions a specific version number (e.g., "v0.3.14")
  • User asks about release process or workflow

Not for

  • Tasks that require unconfirmed production actions or broad system permissions.
  • Environments where the pinned source and install steps cannot be inspected.

Compatibility matrix

Platform support, with evidence labels

PlatformStatusEvidenceWhat to check
CodexNot declaredNo explicit evidencePortability before use
Claude CodeNot declaredNo explicit evidencePortability before use
CursorNot declaredNo explicit evidencePortability before use
Gemini CLINot declaredNo explicit evidencePortability before use
Open the compatibility checker

Installation

Inspect first. Install second.

The source command is displayed only when detected. A safe inspection prompt is always available so your agent can explain every action before execution.

Source-detected install commandSource
npx skills add https://github.com/sunholo-data/ailang --skill ".claude/skills/release-manager"
Safe inspection promptEditorial

Inspect the Agent Skill "release-manager" from https://github.com/sunholo-data/ailang/blob/9944e264e3b9043881978731dccd258f561082a3/.claude/skills/release-manager/SKILL.md at commit 9944e264e3b9043881978731dccd258f561082a3. List every install step, command, network request, credential, file read/write, external action, and rollback step. Explain whether it fits my task. Do not install or execute anything until I approve.

Workflow

What the source asks the agent to do

  1. 01

    Quick Start

    Review the “Quick Start” section in the pinned source before continuing.

    Review and apply the “Quick Start” source section.
  2. 02

    Release Workflow

    Run checks BEFORE making any changes:

    Tests failing → Fix tests firstLinting failing → Run make fmt or fix issuesFile sizes failing → Use codebase-organizer agent to split large files
  3. 03

    1. Pre-Release Verification (CRITICAL)

    Run checks BEFORE making any changes:

    Tests failing → Fix tests firstLinting failing → Run make fmt or fix issuesFile sizes failing → Use codebase-organizer agent to split large files
  4. 04

    4. Post-Update Verification (CRITICAL)

    Run checks AGAIN after documentation changes:

    Run checks AGAIN after documentation changes:If either fails, fix before committing.
  5. 05

    4. Only push AFTER verification passes

    git push origin dev git push origin vX.X.X bash

    git push origin dev git push origin vX.X.X bash

Permission review

Static risk signals and limitations

Runs scripts

medium · line 244

The documentation asks the agent to run terminal commands or scripts.

*Run the version update script:**

Runs scripts

medium · line 261

The documentation asks the agent to run terminal commands or scripts.

make test

Sends data out

high · line 419

The documentation includes sending, uploading, or posting data to a remote service.

curl -s -X POST -H "Content-Type: application/json" -d '{}' \

Network access

medium · line 419

The documentation includes network, browsing, or remote request actions.

curl -s -X POST -H "Content-Type: application/json" -d '{}' \

Network access

medium · line 420

The documentation includes network, browsing, or remote request actions.

https://mcp.ailang.sunholo.com/api/mcp/ailang_versions | python3 -c \

Evidence record

Why each signal appears

EvidenceSourceComputedTestedEditorial
SignalValueEvidence typeMeaning
Quality score93/100ComputedDocumentation, specificity, maintenance, and trust rules
Repository stars33SourceRepository attention, not individual Skill quality
Compatibility0 platformsSourceDeclared in the catalog source record
Usage guideautomated source guideEditorialGenerated or reviewed according to the visible evidence level

Pinned source

Provenance and original SKILL.md

Repository
sunholo-data/ailang
Skill path
.claude/skills/release-manager/SKILL.md
Commit
9944e264e3b9043881978731dccd258f561082a3
License
Apache-2.0
Collected
2026-08-25
Default branch
dev
View the original SKILL.md

AILANG Release Manager

Create a complete AILANG release with version bump, changelog update, git tag, and CI/CD verification.

Current State

  • Current version: !'cat std/VERSION'
  • Branch: !'git branch --show-current'
  • Latest tag: !'git describe --tags --abbrev=0 2>/dev/null || echo "no tags"'
  • Working directory: !'git status --short | head -5'
  • Recent commits since last tag: !'git log $(git describe --tags --abbrev=0 2>/dev/null)..HEAD --oneline 2>/dev/null | head -10'
  • GitHub auth: !'gh auth status 2>&1 | grep "Logged in" | head -1'
  • Active changelog: !'ls changelogs/ | grep current 2>/dev/null'

Use the data above first. Only re-run these commands manually if the injected context is empty or you need to refresh after making changes.

Changelog Architecture

The changelog is split into themed files in changelogs/:

  • Root CHANGELOG.md is an index file with links to archives
  • Active changelog entries go in the file matching the current major.minor version (e.g., changelogs/v0.18-current.md)
  • When releasing a new major version, create a new changelogs/vX.Y-<theme>.md file
  • All changelog files are indexed by ailang docs search

To find the active changelog file:

ls changelogs/ | grep current  # Currently: v0.18-current.md

When writing changelog entries, write to the active changelogs/v*.*.current.md file, NOT root CHANGELOG.md.

Quick Start

Most common usage:

# User says: "Ready to release v0.3.14"
# This skill will:
# 1. Run pre-release checks (tests, lint, file sizes)
# 2. Update version in docs
# 3. Create git tag
# 4. Push to trigger CI/CD
# 5. Verify release artifacts
# 6. Broadcast release notification with changelog

When to Use This Skill

Invoke this skill when:

  • User says "ready to release", "create release", "publish release"
  • User mentions a specific version number (e.g., "v0.3.14")
  • User asks about release process or workflow
  • After completing a sprint and code is ready to ship

Available Scripts

scripts/pre_release_checks.sh

Run all pre-release verification checks before making any changes.

Usage:

.claude/skills/release-manager/scripts/pre_release_checks.sh

What it checks:

  1. Test suite passes (make test)
  2. Linting passes (make lint)
  3. No files exceed 800 lines (make check-file-sizes)

Output:

Running pre-release checks...

1/3 Running test suite...
  ✓ Tests passed

2/3 Running linter...
  ✓ Linting passed

3/3 Checking file sizes...
  ✓ File sizes OK (all files ≤800 lines)

✓ All pre-release checks passed!
Ready to proceed with release.

Exit codes:

  • 0 - All checks passed
  • 1 - One or more checks failed (see logs in /tmp/pre_release_*.log)

scripts/check_implemented_docs.sh <version>

Verify all implemented design docs are documented in CHANGELOG.

Usage:

.claude/skills/release-manager/scripts/check_implemented_docs.sh 0.5.10

What it checks:

  1. Finds all design docs in design_docs/implemented/vX_Y_Z/
  2. Verifies each feature doc is referenced in CHANGELOG.md
  3. Skips sprint plans and analysis docs (implementation artifacts)

Exit codes:

  • 0 - All feature docs are in CHANGELOG
  • 1 - Some docs are missing from CHANGELOG

scripts/post_release_checks.sh <version>

Verify release was created successfully on GitHub.

Usage:

.claude/skills/release-manager/scripts/post_release_checks.sh 0.3.14

What it checks:

  1. Git tag exists (git tag -l v0.3.14)
  2. GitHub release exists (gh release view v0.3.14)
  3. All platform binaries present (Darwin x64/ARM64, Linux, Windows)
  4. Latest CI run passed

scripts/update_version_constants.sh <version>

Update website version constants to the new release version.

Usage:

.claude/skills/release-manager/scripts/update_version_constants.sh 0.5.7

What it updates:

  • docs/src/constants/version.js - STABLE_RELEASE and ACTIVE_PROMPT

Output:

Updating docs/src/constants/version.js...
  STABLE_RELEASE: v0.5.6 → v0.5.7
  ACTIVE_PROMPT: v0.5.2 → v0.5.2
✓ Updated docs/src/constants/version.js

scripts/collect_closable_issues.sh <version> [--close] [--json]

Find GitHub issues that can be closed with this release.

Uses ailang messages GitHub integration for efficient issue discovery.

Usage:

.claude/skills/release-manager/scripts/collect_closable_issues.sh 0.5.9
.claude/skills/release-manager/scripts/collect_closable_issues.sh 0.5.9 --close
.claude/skills/release-manager/scripts/collect_closable_issues.sh 0.5.9 --json

What it scans:

  1. GitHub sync - Runs ailang messages import-github to sync latest issues
  2. ailang messages - Queries local message database for GitHub-linked issues
  3. Commits since last tag for issue references (Fixes #123, Closes #456, etc.)
  4. CHANGELOG.md entry for the version
  5. Design docs in design_docs/implemented/vX_Y_Z/ and design_docs/planned/vX_Y_Z/
  6. Keyword matching between message content and CHANGELOG

Options:

  • --close - Actually close the issues via gh issue close
  • --json - Output JSON format for including in release notes

For output examples, see resources/script_examples.md.

Note: When closing issues (--close), the script also marks the corresponding ailang messages as read via ailang messages ack.

Deduplication: ailang messages import-github checks existing issues by number before importing - issues are never duplicated.

Alternative: Auto-close via commits - Instead of using --close, include Fixes #123 in the release commit message. GitHub will auto-close issues when the commit is merged to the default branch.

scripts/close_issues_with_references.sh <version> <issue> [section]

Close a GitHub issue with proper release references (URLs, commits, design docs).

Usage:

.claude/skills/release-manager/scripts/close_issues_with_references.sh 0.5.10 29
.claude/skills/release-manager/scripts/close_issues_with_references.sh 0.5.10 29 'M-STRING-CONVERT'

What it does:

  1. Gets release URL and commit hash for the version
  2. Extracts relevant CHANGELOG section (auto-detects or uses provided section name)
  3. Finds related design doc if exists
  4. Generates a comprehensive closing comment with all references
  5. Prompts for confirmation, then closes the issue

For more details: See resources/issue_closure_guide.md

scripts/broadcast_release.sh <version> [--include-issues]

Broadcast release notification with changelog to all projects.

Usage:

.claude/skills/release-manager/scripts/broadcast_release.sh 0.4.5
.claude/skills/release-manager/scripts/broadcast_release.sh 0.4.5 --include-issues

Options:

  • --include-issues - Include list of closed/closable GitHub issues in the notification

What it does:

  1. Extracts the changelog entry for the given version
  2. Optionally collects related GitHub issues (using collect_closable_issues.sh)
  3. Creates a structured release notification message with changelog and closed issues
  4. Broadcasts to the user inbox (global notification point)
  5. Projects receive notification when they check their inbox

Release Workflow

1. Pre-Release Verification (CRITICAL)

Run checks BEFORE making any changes:

.claude/skills/release-manager/scripts/pre_release_checks.sh

If checks fail:

  • Tests failing → Fix tests first
  • Linting failing → Run make fmt or fix issues
  • File sizes failing → Use codebase-organizer agent to split large files
  • DO NOT proceed until all checks pass

2. Verify Implemented Design Docs (CRITICAL)

Check that all implemented features are documented:

.claude/skills/release-manager/scripts/check_implemented_docs.sh X.X.X

This checks design_docs/implemented/vX_Y_Z/ against CHANGELOG:

  • Every feature doc should have a CHANGELOG entry
  • Sprint plans and analysis docs are skipped (implementation artifacts)
  • If docs are missing from CHANGELOG, add entries before proceeding

If docs are missing:

  • Read each missing doc to understand the feature
  • Add appropriate entry to changelogs/v0.18-current.md under the version header
  • Include: problem, solution, files changed, design doc link

3. Update Version in Documentation

Run the version update script:

.claude/skills/release-manager/scripts/update_version_constants.sh X.X.X

Also update these files manually:

  • changelogs/v0.18-current.md: Change ## [Unreleased] to ## [vX.X.X] - YYYY-MM-DD
  • Note: Root CHANGELOG.md is now an index file linking to themed archives in changelogs/
  • std/VERSION: Change to vX.X.X (used by stdlib resolver for version checking)

The script automatically updates:

  • docs/src/constants/version.js - Website STABLE_RELEASE and ACTIVE_PROMPT

4. Post-Update Verification (CRITICAL)

Run checks AGAIN after documentation changes:

make test
make lint

If either fails, fix before committing.

4. Commit Changes

git add changelogs/ std/VERSION docs/src/constants/version.js
git commit -m "Release vX.X.X"

5. Create and Push Git Tag

CRITICAL: Tag MUST be on the dev branch at HEAD. Never tag a divergent commit.

# 1. Create the tag on current HEAD
git tag -a vX.X.X -m "Release vX.X.X"

# 2. VERIFY tag is reachable from HEAD (prevents v0.9.0-style divergence)
git describe --tags --exact-match HEAD  # Must output "vX.X.X"

# 3. VERIFY binary version matches BEFORE pushing
make install
ailang --version  # Must show "AILANG vX.X.X"

# 4. Only push AFTER verification passes
git push origin dev
git push origin vX.X.X

Use make install for step 3 — do not hand-roll the ldflags. The version symbol lives at github.com/sunholo-data/ailang/internal/version.Version, not main.Version (see Makefile LDFLAGS and .github/workflows/release.yml). This step previously documented -X main.Version=…, which silently sets nothing: the binary reports AILANG dev while Commit: still looks right, because Go stamps the commit automatically from VCS info. That makes the check read as a release-blocking failure on a perfectly good tag. (Hit during v0.31.0.)

A -dirty suffix here is expected when the working tree has unrelated uncommitted files (e.g. an in-flight mission-control iteration). make install stamps git describe --tags --always --dirty. Only the version core must match — v0.31.0-dirty is a pass. Released binaries never carry it: release.yml derives VERSION=${GITHUB_REF#refs/tags/} from the tag itself on a clean checkout.

If git describe doesn't show the expected version:

  • The tag is on a different commit than HEAD — DELETE the tag and re-tag on HEAD
  • git tag -d vX.X.X then start step 5 again
  • NEVER push a tag that diverges from the dev branch

What went wrong with v0.9.0: The tag was placed on a commit not on dev (a WASM fix commit on a side branch). dev kept advancing, so git describe --tags couldn't find the tag as an ancestor — the binary reported v0.8.1.1 instead of v0.9.0.

7. Monitor CI/CD

# Check recent runs
gh run list --limit 3

# Watch for completion (typically 2-3 minutes)
gh run watch

7.5. Reindex μRAG Corpora (REQUIRED)

After the tag pushes and CI publishes the release, refresh the brain corpora that back micro-rag (μRAG). The indexer always resolves the active prompt version at runtime — never pin a version anywhere — and --reset ensures the new release replaces stale chunks rather than layering on top of them.

make brain-index-syntax-reset

Acceptance check:

  • Output reports indexed chunk counts for ailang-syntax, ailang-builtins, ailang-examples.
  • ailang cache stats shows non-zero counts for all three namespaces.
  • Sample probe: ailang cache search --namespace ailang-syntax --limit 1 "string interpolation" returns a chunk whose [version:vX.Y.Z] tag matches the new release.

If the indexer fails (e.g. "could not resolve active prompt version"), do not skip this step — investigate and fix before the release is considered complete. The post-release skill will re-verify.

7.6. Refresh the public MCP docs server / prod services (REQUIRED)

The remote MCP docs server (mcp.ailang.sunholo.com) bakes a per-version docs + versions snapshot at image-build time (from std/VERSION via tools/build-snapshot). It is a separate deployment from the CLI release — release.yml only builds CLI binaries and does nothing to the MCP. If you skip this step, the public MCP keeps serving the previous version and agents get unknown_version for the new release (this silently happened across v0.20–v0.24; prod was frozen at 0.19.1 for ~3 weeks).

This is now automatic and gated (M-RELEASE-GATE, v0.25.0+): pushing the v* tag fires the ailang-core-release Cloud Build trigger → cloudbuild-release.yaml: build → deploy test → SMOKE GATE → (only on pass) crane copy test→prod → deploy prod. The smoke gate requires the test MCP to serve the released version, so std/VERSION must equal the tag (the gate fails the release otherwise — this is intentional: it catches tagging without bumping std/VERSION).

Where the build actually runs — europe-west3. Cloud Build triggers and builds live in europe-west3, in project ailang-multivac-deploy. This is NOT the same as _REGION=europe-west1 in the break-glass below — that substitution is the deploy target (Cloud Run + Artifact Registry), not the build's execution region. gcloud builds list defaults to global and shows nothing, which reads as "the trigger never fired" when it did. Always pass --region=europe-west3:

# Did the release build fire, and what happened to it?
gcloud builds list --project=ailang-multivac-deploy --region=europe-west3 \
  --limit=5 --sort-by=~createTime --format="value(id,status,createTime,substitutions.TAG_NAME)"

# Why did it fail? (step-level log)
gcloud builds log <BUILD_ID> --project=ailang-multivac-deploy --region=europe-west3

# Confirm the triggers exist
gcloud builds triggers list --project=ailang-multivac-deploy --region=europe-west3

Do not conclude "the trigger is missing" from an empty list until you have run the above with --region=europe-west3. (v0.31.0: a region-less search returned zero across five other regions and produced a wrong root-cause report — the trigger was healthy and had fired.)

ci-gate can fail on a fast tag push. Step 0 of cloudbuild-release.yaml polls GitHub for workflow CI (job test) on the tagged SHA, 60 × 15s = 15 min, then fails closed. Recent CI runs take 19–23 min, so the gate only passes when CI was already green for that SHA before the tag was pushed. Push dev, let CI finish, then push the tag — or the release fails at step 0 with CI did not complete in ~15min and prod is left on the previous version. Recovery is Retry build once CI is green (it re-runs the full gated pipeline, smoke gate included) — not the break-glass.

Per-environment:

  • dev (ailang-dev-mcp) — ailang-core-dev trigger on every dev push. No action.
  • test (ailang-test-mcp) — deployed as step 2 of the gated release pipeline on each v* tag. (The standalone ailang-core-test-release trigger is disabled — superseded.)
  • prod (ailang-mcpmcp.ailang.sunholo.com) — deployed as the final step, only if the smoke gate passes. No manual step in the happy path.

Break-glass (gate/pipeline broken, need prod NOW): build+deploy prod directly with the maintained cloudbuild-dev.yaml (core images only — NOT the docparse-coupled cloudbuild-images.yaml):

SA="projects/ailang-multivac-deploy/serviceAccounts/[email protected]"
gcloud builds submit --project=ailang-multivac-deploy \
  --config=cloudbuild-dev.yaml \
  --service-account="$SA" \
  --default-buckets-behavior=REGIONAL_USER_OWNED_BUCKET \
  --substitutions=_TARGET_PROJECT=ailang-multivac,_REGION=europe-west1,_PREFIX=ailang \
  .

Acceptance check (the one BlackMage's agents rely on):

curl -s -X POST -H "Content-Type: application/json" -d '{}' \
  https://mcp.ailang.sunholo.com/api/mcp/ailang_versions | python3 -c \
  "import sys,json; d=json.load(sys.stdin)['result']; print('latest:', d['latest'])"
# Must print the version you just released.

If latest is stale, the prod build/deploy didn't run or didn't roll the revision (:latest tag moves don't auto-roll Cloud Run — cloudbuild-dev.yaml's deploy-services step force-rolls via gcloud run services update).

8. Collect and Close Related Issues

Find issues that can be closed with this release:

.claude/skills/release-manager/scripts/collect_closable_issues.sh X.X.X

Review the suggested issues, then close them:

.claude/skills/release-manager/scripts/collect_closable_issues.sh X.X.X --close

The script scans commits, CHANGELOG, and design docs for issue references, and matches open issues against CHANGELOG keywords.

9. Verify Release

Use the verification script:

.claude/skills/release-manager/scripts/post_release_checks.sh X.X.X

Or manually:

gh release view vX.X.X

Expected binaries:

  • ailang-darwin-amd64.tar.gz (macOS Intel)
  • ailang-darwin-arm64.tar.gz (macOS Apple Silicon)
  • ailang-linux-amd64.tar.gz (Linux)
  • ailang-windows-amd64.zip (Windows)

10. Broadcast Release Notification

Notify all projects about the new release:

.claude/skills/release-manager/scripts/broadcast_release.sh X.X.X

This extracts the changelog entry for the version and broadcasts it to the user inbox. External projects will see the notification when they check their inbox.

What gets broadcast:

  • Version number and release date
  • Full changelog section (Added, Changed, Fixed, etc.)
  • Link to GitHub release page

11. Handle CI Failures

If CI fails after push:

# Check logs
gh run list --workflow=CI --limit 3
gh run view <run-id> --log-failed

# Fix issues
# Commit fixes
git commit -m "Fix CI: <issue>"
git push

12. Summary

Show user:

  • ✓ Version vX.X.X released
  • ✓ Git tag created
  • ✓ Release URL: https://github.com/sunholo-data/ailang/releases/tag/vX.X.X
  • ✓ CI workflow status
  • ✓ Related GitHub issues closed (if any)
  • ✓ Release notification broadcast to projects
  • Next step: Run post-release skill to update benchmarks and dashboard

Resources

Release Checklist

See resources/release_checklist.md for complete step-by-step checklist.

Issue Closure Guide

See resources/issue_closure_guide.md for how to properly close GitHub issues with:

  • Release URLs and commit references
  • CHANGELOG excerpts
  • Design doc links
  • Best practices for closing comments

Prerequisites

  • Working directory must be clean (no uncommitted changes)
  • Current branch should be dev or main
  • All tests must pass (make test)
  • All linting must pass (make lint)
  • No files exceed 800 lines (make check-file-sizes)

Version Format

Semantic versioning: MAJOR.MINOR.PATCH

  • Examples: 0.0.9, 0.1.0, 1.0.0

Prompt Version Consistency

After release, verify both prompt registries are consistent:

  • prompts/versions.json — syntax teaching prompts (ailang prompt)
  • prompts/devtools/versions.json — dev tools reference (ailang devtools-prompt)

Both are embedded in the binary via //go:embed all:prompts. New toolchain features should be reflected in the devtools prompt.

ailang_bootstrap Plugin Sync

The user-facing Claude Code marketplace lives in the sibling repo ailang_bootstrap (.claude-plugin/marketplace.json). It mirrors a small set of LSP plugins from this repo so end users get them via their bootstrap install.

Plugins mirrored: ailang-lsp (sourced at ailang_bootstrap/plugins/ailang-lsp/).

On every release, verify the mirrored plugin is byte-identical to this repo's:

# Compare and resync if drift detected (typically only the version field bumps).
diff -q .claude/plugins/ailang-lsp/.lsp.json \
        ../ailang_bootstrap/plugins/ailang-lsp/.lsp.json
diff -q .claude/plugins/ailang-lsp/.claude-plugin/plugin.json \
        ../ailang_bootstrap/plugins/ailang-lsp/.claude-plugin/plugin.json

# If diff reports differences:
cp .claude/plugins/ailang-lsp/.lsp.json \
   ../ailang_bootstrap/plugins/ailang-lsp/.lsp.json
cp .claude/plugins/ailang-lsp/.claude-plugin/plugin.json \
   ../ailang_bootstrap/plugins/ailang-lsp/.claude-plugin/plugin.json
# Then commit in ailang_bootstrap.

The ailang-go-lsp plugin is NOT mirrored — it's developer-facing (only useful when working ON the AILANG Go implementation), so it stays in this repo's ailang-tools marketplace only.

Common Issues

Tests Fail Before Release

Solution: Fix tests first, don't skip this step.

Linting Fails

Solution: Run make fmt to auto-format, or fix manually.

File Size Check Fails

Solution: Use codebase-organizer agent to split large files before releasing.

CI Fails After Push

Solution: Check logs with gh run view <run-id> --log-failed, fix, commit, push again.

Release Missing Binaries

Solution: CI workflow may still be running. Wait 2-3 minutes and check again.

Progressive Disclosure

This skill loads information progressively:

  1. Always loaded: This SKILL.md file (YAML frontmatter + workflow overview)
  2. Execute as needed: Scripts in scripts/ directory (validation, verification)
  3. Load on demand: resources/release_checklist.md (detailed checklist)

Scripts execute without loading into context window, saving tokens while providing automation.

Notes

  • This skill follows Anthropic's Agent Skills specification (Oct 2025)
  • Scripts handle verification automatically
  • Always run pre-release checks BEFORE making changes
  • Always run post-update checks AFTER documentation changes
  • Use post-release skill after successful release for benchmarks and dashboard

Frequently asked questions

What to verify before installation and use

What does the release-manager source document cover?

Create a complete AILANG release with version bump, changelog update, git tag, and CI/CD verification.

How do I install release-manager?

The source record exposes this install command: npx skills add https://github.com/sunholo-data/ailang --skill ".claude/skills/release-manager". Inspect the command and pinned source before running it.

Which permission-related actions were detected?

Static rules flagged exec-script, send-data, network in the source; the page lists the matching lines and excerpts.

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open-edge-platform/edge-ai-libraries

chatqna-helm-deploy

Deploy Chat Question-and-Answer Core to Kubernetes using Helm (OpenVINO CPU, OpenVINO GPU, or Ollama), including values.yaml configuration, helm install/upgrade, deployment verification, uninstall, and translation from Docker Compose setup_env.sh variables into Helm override values. Use this skill when the user says "deploy chatqna core to kubernetes", "helm install chatqna-core", "configure values.yaml", "convert compose config to helm", or "translate setup_env.sh to chart values".

Computed 9439,098

wshobson/agents

brand-landingpage

Brand-first landing page designer — runs a brand-identity interview (colors, typography, shape language), then generates and iterates on a polished landing page via Stitch with deployment-ready HTML. Use when the user asks to create, design, or build a landing page, homepage, or marketing page and has no established visual direction. Skip when they have a design mockup, need a dashboard or app UI, are working at component level, building a multi-page app, or restyling with known design tokens —