Productivity

observe_plan_specs_impl - Claude MCP Skill

Observe: Plan, Specs, Implementation

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

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SKILL.md
# Observe: Plan, Specs, Implementation

## 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

## O2: Study AGENTS.md for Build/Test Commands

Identify from AGENTS.md:
- What command runs tests?
- What command runs builds?
- What command runs linters?
- What setup is required before running these commands?
- What are the expected outputs?

## 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 constitutes "implementation"?
- What file paths or patterns define implementation?
- How do specs and implementation relate?

## O7: Study AGENTS.md for Work Tracking System

Identify from AGENTS.md:
- What work tracking system is used? (beads, GitHub Issues, file-based, etc.)
- How to query ready work?
- How to update status?
- How to mark complete?
- What commands are used?

## O8: Study Work Tracking System per AGENTS.md

Query the work tracking system:
- What work is ready?
- What are the priorities?
- What are the task descriptions?
- What dependencies exist?
- What is blocked?

## O11: Study Specifications per AGENTS.md Definition

Examine the specifications:
- Study all spec files per AGENTS.md definition
- Study spec structure and organization
- Study acceptance criteria
- Study data structures
- Study algorithms
- Study examples and edge cases

## O12: Study Implementation per AGENTS.md Definition

Examine the implementation:
- Study file tree structure
- Study symbols (functions, classes, methods, modules)
- Study implementation patterns
- Study code organization
- Study dependencies and integration points
- Study existing tests

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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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