General

observe_specs - Claude MCP Skill

Observe: Specifications

SEO Guide: Enhance your AI agent with the observe_specs tool. This Model Context Protocol (MCP) server allows Claude Desktop and other LLMs to observe: specifications... Download and configure this skill to unlock new capabilities for your AI workflow.

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SKILL.md
# Observe: Specifications

## O1: Study AGENTS.md as a Whole

Read AGENTS.md to understand:
- Operational guide and conventions
- Project-specific workflows
- Accumulated learnings
- How agents interact with this repository

## O3: Study AGENTS.md for Specification/Implementation Definitions

Identify from AGENTS.md:
- What constitutes "specification" in this repository?
- What file paths or patterns define specs?
- What format are specs? (markdown, docstrings, API docs, etc.)
- What constitutes "implementation"?
- How do specs and implementation relate?

## O4: Study AGENTS.md for Quality Criteria Definitions

Identify from AGENTS.md:
- What boolean quality criteria apply to specifications?
- What thresholds trigger refactoring?
- What specific metrics or checks are used?
- What patterns indicate quality issues?
- What conventions must be followed?

## O11: Study Specifications per AGENTS.md Definition

Examine the specifications:
- Study all spec files per AGENTS.md definition
- Study spec structure and organization
- Study how JTBDs and topics are defined
- Study acceptance criteria patterns
- Study data structure documentation
- Study algorithm descriptions
- Study examples and edge cases

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Information

Repository
jomadu/ai-resource-manager
Author
jomadu
Last Sync
3/12/2026
Repo Updated
2/6/2026
Created
2/6/2026

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