Implementation Details

SkillFiles & storage

Extract, plan, or propose implementation details at configurable depth levels (low/normal/extensive). Outputs to reference files for team discussion and handoff.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Implementation Details skill

What this skill tells your AI

The instructions your AI receives, as published by diegosouzapw/awesome-omni-skill in skills/data-ai/agent-ops-impl-details/SKILL.md and read by ahel’s review.

Generate detailed implementation specifications at varying depths.

Reference: See REFERENCE.md for templates, examples, and output formats.


Depth Levels

LevelNameIncludesUse Case
1lowFiles, approach, dependencies, risksQuick alignment
2normal+ Signatures, pseudo-code, data structuresTechnical review
3extensive+ Actual executable code, edge cases, testsFormal spec

Auto-Selection by Confidence

ConfidenceLevelOverride
LOWextensive (mandatory)No
NORMALnormalYes
HIGHlowYes

LOW confidence requires extensive details with actual executable code.


Modes

Extract Mode

Document existing code to understand how it works.

Input: File path or symbol name

Procedure:

  1. Identify target (file or symbol)
  2. Analyze at requested level
  3. Generate reference file: .agent/issues/references/{context}-impl-extract.md

Plan Mode

Generate implementation details for planned changes.

Input: Issue ID (e.g., FEAT-0083@c5f3e7)

Procedure:

  1. Read issue requirements and acceptance criteria
  2. Analyze affected code
  3. Generate details at requested level
  4. Create reference file: .agent/issues/references/{ISSUE-ID}-impl-plan.md
  5. Link from issue's spec_file field

Propose Mode

Suggest implementation approach for a conceptual change.

Input: Description of desired change

Procedure:

  1. Identify affected areas
  2. Generate approach options
  3. Create proposal file: .agent/issues/references/{context}-impl-proposal.md

Output Sections

All levels include:

  • Summary: One-paragraph overview
  • Files Affected: Table of files and actions
  • Approach: Technical rationale

Normal adds:

  • Detailed Changes: Function signatures, code locations
  • Dependencies: What this requires/enables
  • Risks: Potential issues with mitigations

Extensive adds:

  • Complete Implementation: Full executable code
  • Edge Cases: Table of cases and handling
  • Test Cases: Complete test functions

Invocation

# Extract existing code
/agent-impl-details extract src/services/auth.ts --level normal

# Plan for issue
/agent-impl-details plan FEAT-0083@c5f3e7 --level extensive

# Propose approach
/agent-impl-details propose "Add rate limiting to API" --level low

Confidence Indicators

Output should include:

## Confidence Indicators

### ✅ High Confidence
- All files identified
- Clear API contracts

### ⚠️ Uncertainty
- {Area}: {Why}

### ❓ Blockers
- {Question needing answer}

Signals

GitHub stars
57
Forks
19
Last commit
Mar 2026
Advanced
Catalog kind
skill
Gateway key
agent-ops-impl-details
Source
github.com/diegosouzapw/awesome-omni-skill