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miyatti777
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SKL_plc_01_collection

Collect internal and external context and generate intent.yaml, context.yaml, and backlog.yaml.

44|7|Updated Apr 8, 2026
Search Tags:#pipeline#backlog#collection#execution-context#context-store#adaptive-workflow#context-manifest
One-click install
npx skills add https://github.com/miyatti777/ai-plc --skill skl-plc-01-collection
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: SKL_plc_01_collection
Source: https://github.com/miyatti777/ai-plc/tree/main/core/skills/ai-plc/01-collection
Command: npx skills add https://github.com/miyatti777/ai-plc --skill skl-plc-01-collection

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill initializes the AI-PLC pipeline by establishing an Execution Context and automatically gathering and structuring context from internal and external sources to prepare for downstream stages.

Core Features & Use Cases

  • Automatic environment setup and context discovery from project sources, Notion/Git, and policies referenced in rules.
  • Adaptive workflow depth assessment to decide Simple/Standard/Complex paths, generating the initial artifacts for the pipeline.
  • Outputs include Intent (intent.yaml), Context Manifest (context.yaml), Backlog (backlog.yaml), and a populated Context Store (Context/ directory) for use by Inception.
  • Supports Sub-Agent Scope creation under a parent scope, inheriting immutable context from the parent.

Quick Start

Run SKL_plc_01_collection to initialize a new pipeline and generate the initial Intent, Context Manifest, and Context Store.

Frequently Asked Questions about SKL_plc_01_collection

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

FAQPage Schema
How do I initialize an AI-PLC pipeline and generate the initial backlog and context?▼

To initialize an AI-PLC pipeline, the collection skill automatically discovers context from project sources, Notion, and Git to generate the initial backlog and context manifest.

What is an execution context and why do I need it for adaptive workflow management?▼

An execution context structures the project environment for adaptive workflow management, applying depth assessment to determine the appropriate collection path before generating artifacts.

Does the pipeline collection process support creating a sub-agent scope under a parent scope?▼

Yes, the pipeline collection process supports creating a sub-agent scope under a parent scope, allowing it to inherit immutable context from the parent execution context.

How to determine the appropriate workflow depth for context collection in a new pipeline?▼

To determine workflow depth for context collection, the skill applies adaptive assessment to automatically decide between simple, standard, or complex paths based on the discovered project context.

What initial artifacts are generated when bootstrapping an AI-PLC collection context?▼

Bootstrapping an AI-PLC collection context generates Intent (intent.yaml), Context Manifest (context.yaml), Backlog (backlog.yaml), and a populated Context Store directory to support downstream stages.

Can I use external sources like Notion and Git for automatic context discovery in my backlog?▼

Yes, you can use external sources like Notion and Git for automatic context discovery, which the skill integrates to populate the backlog and initialize the execution context.

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