accept
Use as a terminal node that emits accepted@1 only when an upstream verdict@1 says pass, and fails loudly on a rejected draft…
Use to extract numeric readings (key: value lines) from a plain-text input into a structured readings artifact with source-location trace. Single tool. Reusable standalone.
$ npx -y skills add s0912758806p/agentic-sop-to-work --skill extract --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/extractContext preview
The summary Claude sees to decide when to auto-load this skill.
Use to extract numeric readings (key: value lines) from a plain-text input into a structured readings artifact with source-location trace. Single tool. Reusable standalone.
name: extract description: Use to extract numeric readings (key: value lines) from a plain-text input into a structured readings artifact with source-location trace. Single tool. Reusable standalone.
SOP 流程的第 1 步。把文字輸入中的 `key: number`(或 `key = number`)抽成結構化 readings。
`python3 skills/extract/tool.py --in <input.txt> --out <out/a.json>`
本目錄(`skills/extract/`)+ `lib/kit.py` 可單獨抽出放到別專案;無專案專屬硬編碼,依 `--in/--out` 即可運作。
Loop Engineering — make an agent's loop produce verifiable progress, stay honest, and stay bounded, by deterministic mechanism rather than vibes.
Use as a terminal node that emits accepted@1 only when an upstream verdict@1 says pass, and fails loudly on a rejected draft…
Use to compute summary statistics (count/sum/mean/min/max) from a readings artifact, preserving the upstream source trace. Single…
Use to render a DRAFT Markdown summary report from a stats artifact, including a source-trace section; output is always a DRAFT…
Use to derive a deterministic reject/pass verdict from a draft@1 artifact's open-defect count, emitting a verdict@1 artifact for…
Use when turning a human SOP or manual process into an agentic workflow, building or adding an agent tool, or starting a new…
Use when reviewing or auditing an existing agent / LLM-pipeline architecture — e.g. 'is my workflow actually decomposed or…