CI Pipeline Synthesizer
kajisho5/ffmpeg-skill
Generate GitHub Actions CI/CD pipeline configurations for automated building and testing of library and package projects.
SDK build, test, version bump, and release to open source repo + registries.
Install SDK Release
The automated check flagged lines worth reading first. See the safety section below.
$ npx skills add Prismer-AI/PrismerCloud --skill sdk-release -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Prismer-AI/PrismerCloud sdk-release --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Prismer-AI/PrismerCloud.git skills-src && mkdir -p .claude/skills && cp -r skills-src/sdk/apc/skills/sdk-release .claude/skills/sdk-release && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "sdk-release" agent skill from https://github.com/Prismer-AI/PrismerCloud/tree/main/sdk/apc/skills/sdk-release into .claude/skills/sdk-release/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sdk-release", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Prismer-AI/PrismerCloud/tree/main/sdk/apc/skills/sdk-releaseType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Prismer-AI/PrismerCloud --skill sdk-release -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Prismer-AI/PrismerCloud sdk-release --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Prismer-AI/PrismerCloud.git skills-src && mkdir -p .agents/skills && cp -r skills-src/sdk/apc/skills/sdk-release .agents/skills/sdk-release && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "sdk-release" agent skill from https://github.com/Prismer-AI/PrismerCloud/tree/main/sdk/apc/skills/sdk-release into .agents/skills/sdk-release/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sdk-release", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Prismer-AI/PrismerCloud --skill sdk-release -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Prismer-AI/PrismerCloud sdk-release --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Prismer-AI/PrismerCloud.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/sdk/apc/skills/sdk-release .cursor/skills/sdk-release && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "sdk-release" agent skill from https://github.com/Prismer-AI/PrismerCloud/tree/main/sdk/apc/skills/sdk-release into .cursor/skills/sdk-release/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sdk-release", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Prismer-AI/PrismerCloud.git --path sdk/apc/skills/sdk-release--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Prismer-AI/PrismerCloud --skill sdk-release -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Prismer-AI/PrismerCloud sdk-release --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Prismer-AI/PrismerCloud.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/sdk/apc/skills/sdk-release .gemini/skills/sdk-release && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "sdk-release" agent skill from https://github.com/Prismer-AI/PrismerCloud/tree/main/sdk/apc/skills/sdk-release into .gemini/skills/sdk-release/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sdk-release", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Prismer-AI/PrismerCloud sdk-releaseInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Prismer-AI/PrismerCloud --skill sdk-release -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Prismer-AI/PrismerCloud.git skills-src && mkdir -p .github/skills && cp -r skills-src/sdk/apc/skills/sdk-release .github/skills/sdk-release && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "sdk-release" agent skill from https://github.com/Prismer-AI/PrismerCloud/tree/main/sdk/apc/skills/sdk-release into .github/skills/sdk-release/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sdk-release", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Prismer-AI/PrismerCloud --skill sdk-release -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Prismer-AI/PrismerCloud sdk-release --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Prismer-AI/PrismerCloud.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/sdk/apc/skills/sdk-release .opencode/skills/sdk-release && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "sdk-release" agent skill from https://github.com/Prismer-AI/PrismerCloud/tree/main/sdk/apc/skills/sdk-release into .opencode/skills/sdk-release/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sdk-release", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
sdk-release- GitHub stars
- 1.6k
- Token cost
- ~1.9k tokens
- SKILL.md length
- 358 words
- Files
- 1
- Skills in repo
- 88
- Repo updated
- First seen
- Licence
- MIT
At a glance
SDK build, test, version bump, and release to open source repo + registries.
- Works in 5 steps: Develop in prismer-cloud-next → Build & Test (in prismer-cloud-next) → Version Bump (in prismer-cloud-next) → …
- Agent Workflows work in your project
- SKILL.md covers Architecture, Key Principle: WHOLE-DIRECTORY…, Pipeline and Quick Reference, plus 2 more sections
- Calls npm, rsync and go; needs TWINE_PASSWORD and CARGO_REGISTRY_TOKEN
What it does
SDK Release is an agent skill from Prismer-AI/PrismerCloud. SDK build, test, version bump, and release to open source repo + registries. Covers the full pipeline from development in prismer-cloud-next to publishing on npm/PyPI/crates.io/Go.
Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows. It works with npm, Rust, Model Context Protocol and Go. The licence is MIT.
When your agent uses it
- Agent Workflows work in your project
Example prompts
- “/sdk-release”
Requirements
- Python 3
- Node.js
- A credential in CARGO_REGISTRY_TOKEN
- Pre-approved tools (allowed-tools): Bash, Read, Write, Edit
Workflow steps
5 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit e5d9444. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
BashReadWriteEdit
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
npmrsyncgocargopippytestghnpx
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use npm, rsync, pip, gh and npx, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
TWINE_PASSWORDCARGO_REGISTRY_TOKEN
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
SDK Release loads about 1.9k tokens when it runs. Until then it costs about 48 tokens; SKILL.md has 358 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check: warnings
The automated check found patterns that need a careful read before installing.
- WarningMentions a credentials file (SSH keys, cloud or package-manager tokens)SKILL.md:197
| PyPI | `~/.pypirc` or `TWINE_USERNAME`/`TWINE_PASSWORD` | `twine check dist/*` | - NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
allowed-tools: Bash, Read, Write, Edit
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from Prismer-AI/PrismerCloud at commit e5d9444, republished under its MIT licence (© Prismer-AI). 358 words, ~1,909 tokens.
Download SKILL.mdSave it as
.claude/skills/sdk-release/SKILL.md (or your agent's skills folder).- name
- sdk-release
- description
- SDK build, test, version bump, and release to open source repo + registries. Covers the full pipeline from development in prismer-cloud-next to publishing on npm/PyPI/crates.io/Go.
- allowed-tools
- Bash, Read, Write, Edit
SDK Release Workflow
Architecture
prismer-cloud-next/sdk/ ← Source of truth (active development)
├── prismer-cloud/ ← Main SDK suite (8 packages)
│ ├── typescript/ @prismer/sdk
│ ├── python/ prismer (PyPI)
│ ├── golang/ prismer-sdk-go
│ ├── rust/ prismer-sdk (crates.io)
│ ├── mcp/ @prismer/mcp-server
│ ├── claude-code-plugin/ @prismer/claude-code-plugin
│ ├── opencode-plugin/ @prismer/opencode-plugin
│ └── openclaw-channel/ @prismer/openclaw-channel
│
├── aip/ ← AIP identity suite (4 packages)
│ ├── typescript/ @prismer/aip-sdk
│ ├── python/ prismer-aip
│ ├── golang/ prismer-aip-go
│ └── rust/ prismer-aip
│
└── build/ ← Build scripts (NOT in open source)
├── sync.sh Whole-directory sync to PrismerCloud
├── test.sh Run all tests against production
├── verify.sh Pre-release checks
├── pack.sh Create publishable artifacts
├── version.sh Bump version across all packages
└── release.sh Orchestrate full release
│
▼ sync.sh (rsync --delete)
PrismerCloud/ ← Open source repo (github.com/Prismer-AI/PrismerCloud)
├── sdk/ ← EXACT mirror, no residual files
│ ├── prismer-cloud/ (flattened or nested — matches source)
│ ├── aip/
│ └── ...
├── build/ ← Release tooling (stays in open source)
│ ├── pack.sh
│ ├── release.sh
│ └── ...
└── docs/Key Principle: WHOLE-DIRECTORY REPLACE, NOT COPY
The sync step uses rsync --delete to ensure the open source repo is an exact mirror of the source. This prevents residual files from deleted features, renamed packages, or restructured directories from lingering in the open source repo.
# This is correct — --delete removes files not in source
rsync -av --delete --exclude='...' source/sdk/ target/sdk/
# This is WRONG — leaves deleted files behind
cp -r source/sdk/* target/sdk/Pipeline
Step 1: Develop in prismer-cloud-next
All development happens in prismer-cloud-next/sdk/. This includes:
- Code changes
- New packages
- Directory restructuring
- Version bumps
- Build verification
- Local testing
Step 2: Build & Test (in prismer-cloud-next)
# Build all packages
cd sdk/prismer-cloud/typescript && npm run build
cd sdk/prismer-cloud/mcp && npm run build
cd sdk/prismer-cloud/opencode-plugin && npm run build
cd sdk/prismer-cloud/python && pip install -e ".[dev]" && pytest
cd sdk/prismer-cloud/golang && go build ./... && go test ./...
cd sdk/prismer-cloud/rust && cargo build
# Build AIP packages
cd sdk/aip/typescript && npm run build
cd sdk/aip/python && pip install -e ".[dev]" && pytest
cd sdk/aip/golang && go build ./...
cd sdk/aip/rust && cargo build
# Integration tests against production
npx tsx scripts/test-all-apis.ts --env prodStep 3: Version Bump (in prismer-cloud-next)
# Bump all packages to target version
# This updates all version files listed in the Version File Map
sdk/build/version.sh 1.7.4
# Or use semver shortcuts
sdk/build/version.sh --patch # 1.7.3 → 1.7.4
sdk/build/version.sh --minor # 1.7.3 → 1.8.0Version File Map
prismer-cloud suite:
| File | Pattern |
|---|---|
sdk/prismer-cloud/typescript/package.json | "version": "X.Y.Z" |
sdk/prismer-cloud/mcp/package.json | "version": "X.Y.Z" |
sdk/prismer-cloud/mcp/src/index.ts | version: 'X.Y.Z' |
sdk/prismer-cloud/opencode-plugin/package.json | "version": "X.Y.Z" |
sdk/prismer-cloud/claude-code-plugin/package.json | "version": "X.Y.Z" |
sdk/prismer-cloud/claude-code-plugin/.claude-plugin/plugin.json | "version": "X.Y.Z" |
sdk/prismer-cloud/openclaw-channel/package.json | "version": "X.Y.Z" |
sdk/prismer-cloud/python/pyproject.toml | version = "X.Y.Z" |
sdk/prismer-cloud/python/prismer/__init__.py | __version__ = "X.Y.Z" |
sdk/prismer-cloud/rust/Cargo.toml | version = "X.Y.Z" |
sdk/prismer-cloud/golang/README.md | version reference |
aip suite:
| File | Pattern |
|---|---|
sdk/aip/typescript/package.json | "version": "X.Y.Z" |
sdk/aip/python/pyproject.toml | version = "X.Y.Z" |
sdk/aip/golang/go.mod | module path |
sdk/aip/rust/Cargo.toml | version = "X.Y.Z" |
Step 4: Sync to Open Source (WHOLE-DIRECTORY REPLACE)
sdk/build/sync.shThis does:
rm -rf PrismerCloud/sdk/(clean slate)rsync -av --delete --exclude={node_modules,dist,target,...} sdk/ PrismerCloud/sdk/- Verify file count and structure
CRITICAL: This is a whole-directory replace. Any files that existed in PrismerCloud/sdk/ but not in prismer-cloud-next/sdk/ will be deleted. This is intentional — it prevents residual files from accumulating.
Step 5: Pack & Release (in PrismerCloud)
cd /Users/prismer/workspace/PrismerCloud
# Verify everything
build/verify.sh
# Package artifacts
build/pack.sh --clean
# Release to all registries
build/release.sh --version 1.7.4This publishes to:
- npm: @prismer/sdk, @prismer/mcp-server, @prismer/opencode-plugin, @prismer/claude-code-plugin, @prismer/openclaw-channel
- PyPI: prismer
- crates.io: prismer-sdk
- Go Proxy: triggered by git tag
sdk/golang/vX.Y.Z - GitHub Release: with all artifacts attached
Show full SKILL.md (128 more words)Show less
Quick Reference
| What | Where | Command |
|---|---|---|
| Develop | prismer-cloud-next | (normal development) |
| Build | prismer-cloud-next | sdk/build/test.sh |
| Version bump | prismer-cloud-next | sdk/build/version.sh X.Y.Z |
| Sync | prismer-cloud-next | sdk/build/sync.sh |
| Verify | PrismerCloud | build/verify.sh |
| Pack | PrismerCloud | build/pack.sh --clean |
| Release | PrismerCloud | build/release.sh |
What NOT to Do
- Do NOT edit code in PrismerCloud/sdk/ — it will be overwritten on next sync
- Do NOT copy files instead of rsync --delete — residual files will accumulate
- Do NOT publish from prismer-cloud-next — always sync to PrismerCloud first
- Do NOT skip version bump — version mismatches break verify.sh
- Do NOT publish without verify.sh passing — it catches version mismatches, missing builds, and auth issues
Registries & Credentials
| Registry | Credential | Check |
|---|---|---|
| npm | npm login --scope=@prismer | npm whoami |
| PyPI | ~/.pypirc or TWINE_USERNAME/TWINE_PASSWORD | twine check dist/* |
| crates.io | CARGO_REGISTRY_TOKEN | cargo login |
| GitHub | gh auth login | gh auth status |
| Go Proxy | Automatic (git tag push) | — |
© Prismer-AI, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in sdk/apc/skills/sdk-release of Prismer-AI/PrismerCloud.
Open the folder on GitHubat commit e5d9444
Compare with similar skills
SDK Release next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| SDK Release this skillPrismer-AI/PrismerCloud | 1.6k | — | ~1.9k | Automated safety check: Warn | MIT | |
| CI Pipeline Synthesizerkajisho5/ffmpeg-skill | 1.9k | 1 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Dep Auditorlaolaoshiren/claude-code-skills-zh | 880 | — | ~895 | Automated safety check: Pass | MIT | |
| Code Reviewoaslananka/kicad-mcp-pro | 120 | — | ~3.9k | Automated safety check: Pass | MIT | |
| MCP Server BuildershareAI-lab/learn-claude-code | 78k | 4 repos | ~1.2k | Automated safety check: Pass | MIT | |
| Context7 MCP Skillholon-run/uxc | 116 | — | ~564 | Automated safety check: Pass | MIT |
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Works with
Categories
Questions about SDK Release
What does SDK Release do?
SDK build, test, version bump, and release to open source repo + registries. SDK Release is an agent skill from Prismer-AI/PrismerCloud. SDK build, test, version bump, and release to open source repo + registries.
When should I use SDK Release?
SDK Release fits situations like: agent Workflows work in your project.
How do I install SDK Release in Claude Code?
Run `npx skills add Prismer-AI/PrismerCloud --skill sdk-release -a claude-code`. Or copy the skill folder (sdk/apc/skills/sdk-release in Prismer-AI/PrismerCloud) into .claude/skills/sdk-release in your project. Claude Code loads it when a task matches its description.
How do I install SDK Release in Codex?
Run `npx skills add Prismer-AI/PrismerCloud --skill sdk-release -a codex`. Or copy the skill folder (sdk/apc/skills/sdk-release in Prismer-AI/PrismerCloud) into .agents/skills/sdk-release in your project. Codex loads it when a task matches its description.
Can I use SDK Release in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Prismer-AI/PrismerCloud --skill sdk-release -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/sdk-release, .gemini/skills/sdk-release, .github/skills/sdk-release and .opencode/skills/sdk-release in your project.
What does SDK Release need to run?
Going by SKILL.md and its folder, SDK Release needs the command-line tools its instructions call (npm, rsync, go, cargo, pip and pytest) and credentials named TWINE_PASSWORD and CARGO_REGISTRY_TOKEN. Our summary lists: Python 3; Node.js; A credential in CARGO_REGISTRY_TOKEN. Its frontmatter pre-approves these tools: Bash, Read, Write, Edit.
Does SDK Release access the network?
SKILL.md contains no URLs. Its commands use npm, pip, gh and npx, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is SDK Release safe to install?
Our automated static check of SKILL.md flagged 1 warning(s): mentions a credentials file (ssh keys, cloud or package-manager tokens). Read the flagged lines before installing; the check is not a guarantee either way.
What licence does SDK Release use?
SDK Release is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does SDK Release use?
About 1.9k tokens (SKILL.md is roughly 7.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to SDK Release?
Skills that share tags, products or a category with SDK Release: CI Pipeline Synthesizer (kajisho5/ffmpeg-skill, 1.9k stars), Dep Auditor (laolaoshiren/claude-code-skills-zh, 880 stars), Code Review (oaslananka/kicad-mcp-pro, 120 stars) and MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains SDK Release?
Prismer-AI (a GitHub organization) maintains it in Prismer-AI/PrismerCloud, which has 1,555 GitHub stars. The repository holds 88 skills in this directory. The repository was last updated on September 30, 2026.
Source: Prismer-AI/PrismerCloud on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.