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ai-ad-sot-doc-pipeline

Execute constrained SoT document pipeline phases with strict sequencing and traceable outputs.

Updated Nov 8, 2025
Search Tags:#automation#documentation#analysis#cleanup#governance#pipeline#SoT
One-click install
npx skills add https://github.com/wade56754/AI_ad_spend02 --skill ai-ad-sot-doc-pipeline
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ai-ad-sot-doc-pipeline
Source: https://github.com/wade56754/AI_ad_spend02/tree/main/.claude/skills/ai-ad-sot-doc-pipeline
Command: npx skills add https://github.com/wade56754/AI_ad_spend02 --skill ai-ad-sot-doc-pipeline

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solves?

Managing the lifecycle of Source of Truth (SoT) documents requires strict, predefined processes to ensure integrity and prevent unauthorized changes. This Skill acts as a highly controlled pipeline executor, performing specific, instruction-driven steps like analysis, cleanup, design, or implementation for SoT documents without making business judgments.

Core Features & Use Cases

  • Strict Pipeline Execution: Mechanically runs predefined sequences of analysis, cleanup, design, or implementation phases, ensuring process adherence.
  • Format-Level Cleanup: Safely corrects Markdown syntax and formatting issues in SoT documents without altering business meaning.
  • Tooling Implementation: Generates automation scripts or CI configurations for SoT document checks, streamlining development.
  • Use Case: After a new SoT document is drafted, use this Skill to run an "analyze_cleanup" pipeline to ensure its format is pristine and consistent before it undergoes architectural review, saving manual formatting time.

Quick Start

Run ai-ad-sot-doc-pipeline with "analyze_only" mode for 'docs/2.sot/STATE_MACHINE.md' to get a structural analysis.

Frequently Asked Questions about ai-ad-sot-doc-pipeline

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I enforce strict SoT document pipeline execution with phase sequencing?▼

SoT document pipelines enforce strict phase sequencing—analyze, cleanup, design, implement—executed in predefined order without business judgments. This Skill mechanically runs instruction-driven phases on Markdown files matching docs/2.sot/*.md, ensuring process adherence and preventing unauthorized changes to Source of Truth documents.

Can I clean up Markdown formatting in SoT documents without changing business content?▼

Yes. Format-level cleanup corrects Markdown syntax and structural issues in SoT documents while preserving business meaning. The Skill operates only on file-format changes, never on content edits, making it safe for pre-review document preparation.

What does SoT document analysis reveal before architectural review?▼

SoT document analysis generates structural reports on Markdown files to identify formatting inconsistencies, syntax issues, and structural problems. Running analyze_only mode produces traceable records suitable for human review before architectural review, saving manual inspection time.

How do I automate SoT document checks with CI configurations?▼

Tooling implementation generates automation scripts and CI configurations that enforce SoT document checks. The Skill outputs machine-processable records and safe-guarded actions that integrate into development pipelines without auto-run, requiring explicit task invocation.

What safeguards prevent unintended changes during SoT document processing?▼

Strict prerequisites enforce non-automatic execution—no pipeline runs without explicit task invocation. The Skill imposes phase sequencing, blocks business edits, restricts changes to file-format corrections, and outputs traceable records for human review before applying modifications.

Can I run custom pipeline sequences for different SoT document types?▼

Yes. Custom sequences invoked by an orchestrator support analyze, cleanup, design, and implement phases in user-defined order. Execution is scoped to docs/2.sot/*.md paths with strict phase control, enabling tailored pipelines for different document lifecycle stages.

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