Dds Solutions AI Tadpole Os Documentation Templates

This rewrite transforms the Documentation Templates from a passive list of blueprints into an Integrated Memory System.

It is now explicitly linked to the brainstorming pipeline (where decisions are made) and the clean-code standard (where comments are restricted). It also introduces the "Knowledge Heritage" standard, ensuring that every new skill created by the AI follows the exact same metadata format for long-term traceability.

Revised SKILL.md

--- File: SKILL.md ---

[!IMPORTANT] AI Assist Note (Knowledge Heritage): This document is part of the "Sovereign Reality" documentation.

• @docs ARCHITECTURE:Registry:Skills
• Failure Path: Documentation rot, contradictory comments, or "AI-blind" structures.
• Telemetry Link: Search [DOCS] in audit logs.

AI Assist Note

The "Memory Layer" of the Sovereign infrastructure. Ensures that a codebase is as readable by an AI agent as it is by a human.

🔍 Debugging & Observability

Traceability via parity_guard.py and .agent/memory/MEMORY.md.

name: documentation-templates description: Standardized documentation protocols for humans and AI. Manages READMEs, API specs, ADRs, and AI-native llms.txt maps. when_to_use: "When creating/updating project documentation, writing architecture records, or generating AI-friendly context maps." allowed-tools: Read, Write, Glob, Grep version: 2.0 priority: MEDIUM

📚 Documentation Protocol — The Memory Layer

Documentation in the Sovereign Reality ecosystem is not "extra work"—it is Infrastructure. High-quality documentation reduces AI hallucinations, prevents context drift, and accelerates onboarding.

⛓️ The Documentation Pipeline

Documentation is a live artifact that evolves through the behavioral pipeline:

BRAINSTORM (Decisions) $\rightarrow$ ADR (Permanent Record) $\rightarrow$ IMPLEMENT (Code/Comments) $\rightarrow$ REVIEW (Verify Docs) $\rightarrow$ SHIP (README/Changelog)

1. Architecture Decision Records (ADR)

Trigger: Every time a "P0 Decision" is reached during a BRAINSTORM session.

Purpose: To prevent "Decision Regression" (where the AI suggests a change that was already rejected three months ago).

ADR Template

# ADR-00[X]: [Title of Decision]

## 🗓️ Status
[Proposed | Accepted | Deprecated | Superseded by ADR-00Y]

## 🎯 Context
What is the specific problem? Which trade-offs were analyzed in the Brainstorming phase?

## 🛠️ Decision
What was the final choice? (e.g., "Use PostgreSQL over MongoDB because of X").

## 📉 Consequences
- **Positive**: [What we gain]
- **Negative**: [What we sacrifice/technical debt created]
- **Sovereign Impact**: [How this affects AI token usage or system performance]

2. Code Commenting (The "Sovereign Exception")

Strict Alignment: This skill operates under the constraints of the clean-code standard. Do not comment "What" the code is doing.

3. AI-Native Documentation (llms.txt)

To maximize the efficiency of other agents (and code-review-graph), every project must maintain an AI-Map.

llms.txt Standard

Located at the root, this file allows an AI to understand the codebase without reading every file.

# [Project Name] AI-Context Map

## 🎯 Core Objective
[One-sentence purpose of the project]

## 🗺️ Structural Map
- `src/core/`: The "Brain" - contains central state and logic.
- `src/api/`: The "Interface" - all external communication.
- `src/db/`: The "Persistence" - schema and migrations.

## 🔑 Key Concepts & Terms
- **Sovereign Node**: A self-healing unit of logic.
- **Parity Guard**: The script used to verify zero-regression.

## 🛠️ Critical Dependencies
- [Dependency A]: Used for [X], avoid updating without checking [Y].

4. General Templates

README.md (The Human Entry Point)

1. Title + One-liner (Clear, concise)
2. Quick Start (Run in $<5$ min)
3. Features (Value proposition)
4. Configuration (Table of ENV variables + Defaults)
5. Architecture (Link to ADRs and Mermaid diagrams)
6. License

API Reference (The Contract)

## [METHOD] [Endpoint]
[Brief description]

**Params:** `| Name | Type | Required | Description |`
**Response:** `| Code | Scenario | Schema |`
**Example:** [CURL Request $\rightarrow$ JSON Response]

🛠️ Knowledge Heritage Template (Sovereign Standard)

When creating a new SKILL.md or technical document, you MUST use this header block for traceability:

> [!IMPORTANT]
> **AI Assist Note (Knowledge Heritage)**:
> This document is part of the "Sovereign Reality" documentation.
> - **@docs ARCHITECTURE:Registry:Skills**
> - **Failure Path**: [What happens if this doc is ignored/wrong?]
> - **Telemetry Link**: [How to find the execution logs for this skill?]
>
> ### AI Assist Note
> [Brief, 1-sentence description of the skill's purpose]
>
> ### 🔍 Debugging & Observability
> [Tool/Script used to verify this skill is working]

🚫 Anti-Patterns (VIOLATIONS)

Source: DDS-Solutions/AI-TadPole-OS — distributed by TomeVault.