Automate 21risk tasks via Rube MCP (Composio). Always search tools first for current schemas.
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Extracts and verifies the runnability and code coverage of all Python code blocks inside a Markdown file. Generates a detailed compilation and execution report.
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실행 점수 미검증
설치 방법 보기설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.
This skill extracts all ```python blocks from a Markdown file, executes each
one in a process-isolated environment using the bundled run.py harness, and
generates a structured report covering load status, run status, and line
coverage.
[!CAUTION] STRICT READ-ONLY CONSTRAINT — READ THIS BEFORE DOING ANYTHING ELSE
This skill is read-only. The agent MUST NOT: - Modify any file in the repository (source, test, config, docs, or skill files — including this SKILL.md). - Delete any file in the repository. - Create any new file in the repository.
The only two write operations permitted are: 1. Writing temporary
.pysnippet files to a system temp directory outside the repository. 2. Writing the final<filename>_REPORT.mdinto the same directory as the source Markdown file.If in doubt, do not write. Any other mutation is a violation of this skill's contract.
ADK Python environment: Run from the repository root with the uv
virtual environment active.
coverage package (optional): Enables per-snippet coverage reporting.
Without it, coverage columns show —.
uv pip install coverage
Gemini API key: Required only for snippets that instantiate an Agent,
App, or Workflow (which make live Gemini API calls). Set one of:
export GEMINI_API_KEY="your-key-here"
# or
export GOOGLE_API_KEY="your-key-here"
If both are set, GEMINI_API_KEY takes precedence.
uv run --no-sync python .agents/skills/adk-verify-snippets/scripts/verify_md.py <path_to_markdown_file.md>
The script prints progress for each snippet, then writes a report to
<filename>_REPORT.md in the same directory as the source file and prints
the full path on completion.
Report contents: :- Executive Summary table — one row per snippet: preceding heading, Load phase status, Run phase status, coverage %, and error detail.
Each ```python block falls into one of these categories:
If the snippet assigns a Workflow, Agent, or App to a module-level
variable, the runner executes it against the Gemini API.
vars(module).sub_agents list."Test input topic",
define a module-level test_input string in the snippet.If no module-level ADK component is found, the run phase is skipped and the
report shows ➖ NO ADK COMPONENT.
The runner verifies the snippet compiles and imports without error. No API call is made.
Place <!-- verify-snippets: ignore --> immediately before the opening
```python fence to exclude a block entirely. Use this for pseudo-code,
illustrative examples, or snippets that require external setup.
<!-- verify-snippets: ignore -->
```python
# pseudo-code — not runnable as-is
my_agent = Agent(model="gemini-ultra-hypothetical", ...)
```
The report shows these as ⏭️ SKIPPED.
NameError or ImportError. Make each snippet self-contained, or annotate
it with <!-- verify-snippets: ignore -->.<!-- verify-snippets: ignore -->.<!-- verify-snippets: ignore -->
annotation applies to the next ```python fence encountered. Blank lines
between the annotation and the fence are tolerated, but any non-blank line
(prose or a heading) cancels the annotation.``` closes the block: The parser closes a Python block on the
first bare ``` line (no language tag). A bare ``` appearing as
content inside a snippet (e.g. to demonstrate Markdown syntax) will
prematurely close the block. Annotate such snippets with
<!-- verify-snippets: ignore -->._REPORT.md and copy the Executive Summary table to the user
exactly as written — same six columns, same order, no renaming or
dropping: Snippet | Preceding Heading | Load Phase | Run Phase | Coverage | Details아직 리뷰가 없습니다. 사용해 본 소감을 남겨 주세요.
로그인 없이 쓸 수 있습니다. 사용 후기, 질문, 작동하지 않은 환경 등을 편하게 남겨 주세요.
아직 댓글이 없습니다. 첫 댓글을 남겨 보세요.
Automate 21risk tasks via Rube MCP (Composio). Always search tools first for current schemas.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Automate 2chat tasks via Rube MCP (Composio). Always search tools first for current schemas.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Set up and use 1Password CLI for sign-in, desktop integration, and reading or injecting secrets.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Build integrated IS/BS/CF financial workbooks in Excel.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Entry point for 9Router — local/remote AI gateway with OpenAI-compatible REST for chat, image, TTS, embeddings, web search, web fetch. Use when the user mentions 9Router, NINEROUTER_URL, or wants AI without writing provider boilerplate. This skill covers setup + indexes capability skills; fetch the relevant capability SKILL.md from the URLs below when needed.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Chat / code generation via 9Router using OpenAI /v1/chat/completions or Anthropic /v1/messages format with streaming + auto-fallback combos. Use when the user wants to ask an LLM, generate code, summarize text, or run prompts through 9Router.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.