FlowCraft Config Authoring
GizClaw/flowcraft
Writes and validates a complete FlowCraft agent deployment: deploy.yaml, runtime settings, resource sub-documents and graph JSON, checked against a structural validator.
Execute software engineer specializing in creating production-ready ADK agents with best practices, code structure, testing, and deployment automation.
Install Adk Engineer
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill adk-engineer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace adk-engineer --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/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/adk-engineer .claude/skills/adk-engineer && 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 "adk-engineer" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/adk-engineer into .claude/skills/adk-engineer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adk-engineer", 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/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/adk-engineerType 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 jeremylongshore/tons-of-skills-marketplace --skill adk-engineer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace adk-engineer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/.curated/adk-engineer .agents/skills/adk-engineer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "adk-engineer" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/adk-engineer into .agents/skills/adk-engineer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adk-engineer", 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 jeremylongshore/tons-of-skills-marketplace --skill adk-engineer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace adk-engineer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/.curated/adk-engineer .cursor/skills/adk-engineer && 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 "adk-engineer" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/adk-engineer into .cursor/skills/adk-engineer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adk-engineer", 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/jeremylongshore/tons-of-skills-marketplace.git --path skills/.curated/adk-engineer--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 jeremylongshore/tons-of-skills-marketplace --skill adk-engineer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace adk-engineer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/.curated/adk-engineer .gemini/skills/adk-engineer && 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 "adk-engineer" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/adk-engineer into .gemini/skills/adk-engineer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adk-engineer", 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 jeremylongshore/tons-of-skills-marketplace adk-engineerInstalls 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 jeremylongshore/tons-of-skills-marketplace --skill adk-engineer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/.curated/adk-engineer .github/skills/adk-engineer && 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 "adk-engineer" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/adk-engineer into .github/skills/adk-engineer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adk-engineer", 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 jeremylongshore/tons-of-skills-marketplace --skill adk-engineer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace adk-engineer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/.curated/adk-engineer .opencode/skills/adk-engineer && 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 "adk-engineer" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/adk-engineer into .opencode/skills/adk-engineer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adk-engineer", 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
adk-engineer- GitHub stars
- 2.8k
- Token cost
- ~836 tokens
- SKILL.md length
- 341 words
- Files
- 7 (incl. scripts, references)
- Skills in repo
- 3,342
- Repo updated
- First seen
- Licence
- MIT
At a glance
Execute software engineer specializing in creating production-ready ADK agents with best practices, code structure, testing, and deployment automation.
- Works in 6 steps: Clarify requirements: agent goals, tool… → Propose architecture: single agent vs… → Scaffold structure: agent entrypoint(s),… → …
- Asked to build ADK agent
- SKILL.md covers Overview, Prerequisites, Instructions and Output, plus 3 more sections
- Runs Shell scripts from its folder
What it does
Adk Engineer is an agent skill from jeremylongshore/tons-of-skills-marketplace. Execute software engineer specializing in creating production-ready ADK agents with best practices, code structure, testing, and deployment automation. Use when asked to "build ADK agent", "create agent code", or "engineer ADK application". Trigger with relevant phrases based on skill purpose.
Its SKILL.md is about 840 tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including scripts and reference files (for example `PRD.md`, `references/ARD.md` and `references/errors.md`). Compatibility notes: Designed for Claude Code
It sits in AI & LLM Engineering, covering Building AI agents and Deployment. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.
When your agent uses it
- Asked to build ADK agent
- Create agent code
- Engineer ADK application
- With relevant phrases based on skill purpose
Example prompts
- “build ADK agent”
- “create agent code”
- “engineer ADK application”
- “/adk-engineer”
Requirements
- A Bash shell
- Compatibility (from SKILL.md): Designed for Claude Code
- Pre-approved tools (allowed-tools): Read, Write, Edit, Grep, Glob, Bash(cmd:*)
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Clarify requirements: agent goals, tool surface, latency/cost constraints, and deployment target.
- Propose architecture: single agent vs multi-agent, orchestration pattern, state strategy (Memory Bank / external store).
- Scaffold structure: agent entrypoint(s), tool modules, config, and tests.
- Implement incrementally
- Add operational guardrails: retries/backoff, timeouts, logging, and safe error messages.
- Validate locally (tests + smoke prompts) and provide a deployment plan (when requested).
What it can do on your machine
Read from SKILL.md and the folder at commit cfae287. 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:
ReadWriteEditGrepGlobBash(cmd:*)
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 1 file in scripts/ (Shell), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Compatibility
Designed for Claude Code
From compatibility in the SKILL.md frontmatter.
Context cost
Adk Engineer loads about 836 tokens when it runs, and up to ~8.4k if it reads all its reference files. Until then it costs about 77 tokens; SKILL.md has 341 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 passed
The automated check found no risky patterns in SKILL.md.
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); the scripts in this folder are not scanned.
SKILL.md
The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 341 words, ~836 tokens.
Download SKILL.mdSave it as
.claude/skills/adk-engineer/SKILL.md (or your agent's skills folder). This skill also uses 6 other files; get the full folder from GitHub.- name
- adk-engineer
- description
- Execute software engineer specializing in creating production-ready ADK agents with best practices, code structure, testing, and deployment automation. Use when asked to "build ADK agent", "create agent code", or "engineer ADK application". Trigger with relevant phrases based on skill purpose.
- allowed-tools
- Read, Write, Edit, Grep, Glob, Bash(cmd:*)
- compatibility
- Designed for Claude Code
- version
- 2.19.0
- author
- Jeremy Longshore <jeremy@intentsolutions.io>
- license
- MIT
- effort
- high
- tags
- ai, deployment, testing
ADK Engineer
Engineer production-ready Agent Development Kit (ADK) agents and multi-agent systems: clean structure, testability, safe tool usage, and deployment automation.
Overview
Use this skill to design and implement ADK agent code that is maintainable and shippable: clear module boundaries, structured tool interfaces, regression tests, and a deployment checklist (local or Agent Engine).
Prerequisites
- A target runtime (Python/Java/Go) consistent with the project’s pinned versions
- ADK installed (and any required model/provider SDKs configured)
- A test runner available in the repo (unit tests at minimum)
- If deploying: access to a Google Cloud project and permissions for the chosen deployment target
Instructions
- Clarify requirements: agent goals, tool surface, latency/cost constraints, and deployment target.
- Propose architecture: single agent vs multi-agent, orchestration pattern, state strategy (Memory Bank / external store).
- Scaffold structure: agent entrypoint(s), tool modules, config, and tests.
- Implement incrementally:
- add one tool at a time with input validation and structured outputs
- add regression tests for each tool and critical prompt flows
- Add operational guardrails: retries/backoff, timeouts, logging, and safe error messages.
- Validate locally (tests + smoke prompts) and provide a deployment plan (when requested).
Output
- A concrete architecture plan and file layout
- Agent and tool implementations (or patches) with tests
- A validation checklist (commands to run, expected outputs, and failure triage)
- Optional: deployment instructions and post-deploy health checks
Error Handling
- Build/test failures: isolate the failing module, minimize the repro, fix, and add a regression test.
- Tool/runtime errors: enforce structured error responses and safe retries where appropriate.
- Deployment failures: provide the exact failing command, logs to inspect, and least-privilege IAM fixes.
Examples
Example: Productionizing an existing ADK agent
- Request: “Refactor this agent into a clean module structure and add tests before we deploy.”
- Result: reorganized
src/layout, tool boundaries, a test suite, and a deployment checklist.
Example: Multi-agent workflow
- Request: “Build a validator + deployer + monitor agent team with a sequential orchestrator.”
- Result: orchestrator skeleton, per-agent responsibilities, and smoke tests for each step.
Resources
- Full detailed playbook (kept for reference):
${CLAUDE_SKILL_DIR}/references/SKILL.full.md - Repo standards (source of truth):
000-docs/6767-a-SPEC-DR-STND-claude-code-plugins-standard.md000-docs/6767-b-SPEC-DR-STND-claude-skills-standard.md
- ADK / Agent Engine docs:
© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 6 other files (scripts, references) in skills/.curated/adk-engineer of jeremylongshore/tons-of-skills-marketplace.
- SKILL.md
- PRD.md
- references/ARD.md
- references/errors.md
- references/examples.md
- references/implementation.md
- scripts/setup-project.sh
Open the folder on GitHubat commit cfae287
Compare with similar skills
Adk Engineer 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 |
|---|---|---|---|---|---|---|
| Adk Engineer this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~836 | Automated safety check: Pass | MIT | |
| FlowCraft Config AuthoringGizClaw/flowcraft | 417 | — | ~2.3k | Automated safety check: Pass | MIT | |
| Microsoft Foundrymicrosoft/GitHub-Copilot-for-Azure | 255 | 1 repos | ~6.7k | Automated safety check: Pass | MIT | |
| Build On Basebase/skills | 121 | — | ~804 | Automated safety check: Pass | MIT | |
| Deploy AI Agentbolivian-peru/os-moda | 119 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| Langsmith Deploymentsoba-labs/langchain-agent-skills | 107 | — | ~1.7k | Automated safety check: Pass | MIT |
Similar skills
- Official
Microsoft Foundry
microsoft/GitHub-Copilot-for-Azure
Build, deploy, evaluate, optimize, fine-tune, and manage Microsoft Foundry agents, models, and resources end to end.
Build On Base
base/skills
Complete Base development playbook. An agent skill from base/skills.
Deploy AI Agent
bolivian-peru/os-moda
Deploy and manage AI agent workloads with GPU checks, API key management, and health monitoring
Langsmith Deployment
soba-labs/langchain-agent-skills
Deploy and operate production agent servers with LangSmith Deployment.
Ak Init
yaalalabs/agent-kernel
Scaffold a new Agent Kernel project from scratch. An agent skill from yaalalabs/agent-kernel.
More from jeremylongshore/tons-of-skills-marketplace
All 3,342 skills in this repoPerforming Security Code Review
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin.
Adapting Transfer Learning Models
jeremylongshore/tons-of-skills-marketplace
Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques.
Agent Context Loader
jeremylongshore/tons-of-skills-marketplace
Execute proactive auto-loading: automatically detects and loads agents.md files.
Aggregating Performance Metrics
jeremylongshore/tons-of-skills-marketplace
Aggregate and centralize performance metrics from applications, systems, databases, caches, and services.
Analyzing Capacity Planning
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to analyze capacity requirements and plan for future growth.
Analyzing Database Indexes
jeremylongshore/tons-of-skills-marketplace
Process use when you need to work with database indexing. An agent skill from jeremylongshore/tons-of-skills-marketplace.
Related
Questions about Adk Engineer
What does Adk Engineer do?
Execute software engineer specializing in creating production-ready ADK agents with best practices, code structure, testing, and deployment automation. Adk Engineer is an agent skill from jeremylongshore/tons-of-skills-marketplace. Execute software engineer specializing in creating production-ready ADK agents with best practices, code structure, testing, and deployment automation.
When should I use Adk Engineer?
Adk Engineer fits situations like: asked to build ADK agent; create agent code; engineer ADK application; with relevant phrases based on skill purpose.
How do I install Adk Engineer in Claude Code?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill adk-engineer -a claude-code`. Or copy the skill folder (skills/.curated/adk-engineer in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/adk-engineer in your project. Claude Code loads it when a task matches its description.
How do I install Adk Engineer in Codex?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill adk-engineer -a codex`. Or copy the skill folder (skills/.curated/adk-engineer in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/adk-engineer in your project. Codex loads it when a task matches its description.
Can I use Adk Engineer 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 jeremylongshore/tons-of-skills-marketplace --skill adk-engineer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/adk-engineer, .gemini/skills/adk-engineer, .github/skills/adk-engineer and .opencode/skills/adk-engineer in your project.
What does Adk Engineer need to run?
Going by SKILL.md and its folder, Adk Engineer needs a shell for the scripts in its folder. Our summary lists: A Bash shell. Its frontmatter pre-approves these tools: Read, Write, Edit, Grep, Glob, Bash(cmd:*). Compatibility (from SKILL.md): Designed for Claude Code.
Does Adk Engineer access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Adk Engineer safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Adk Engineer use?
Adk Engineer is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Adk Engineer use?
About 836 tokens (SKILL.md is roughly 3.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 7.5k tokens, read only when the agent opens those files.
What are the alternatives to Adk Engineer?
Skills that share tags, products or a category with Adk Engineer: FlowCraft Config Authoring (GizClaw/flowcraft, 417 stars), Microsoft Foundry (microsoft/GitHub-Copilot-for-Azure, 255 stars), Build On Base (base/skills, 121 stars) and Deploy AI Agent (bolivian-peru/os-moda, 119 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Adk Engineer?
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.
Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.