parallel-explore-feature

Identify parallel-ready features from OpenSpec architecture data and resource claims.

Updated Dec 26, 2025
One-click install
npx skills add https://github.com/jankneumann/agentic-content-analyzer --skill parallel-explore-feature
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: parallel-explore-feature
Source: https://github.com/jankneumann/agentic-content-analyzer/tree/main/.gemini/skills/parallel-explore-feature
Command: npx skills add https://github.com/jankneumann/agentic-content-analyzer --skill parallel-explore-feature

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Teams need to identify high‑value features that can be developed in parallel without stepping on each other's work, but manually analysing architecture and current resource claims is time‑consuming and error‑prone.

Core Features & Use Cases

  • Automated architecture scan: Reads OpenSpec project metadata and architecture summaries to surface candidate features.
  • Resource claim analysis: Uses the coordinator to map active locks and in‑flight feature claims, evaluating overlap.
  • Parallel feasibility rating: Classifies each candidate as FULL, PARTIAL, or SEQUENTIAL and recommends the appropriate workflow.

Quick Start

Ask the skill to analyze the repository and suggest the top parallel‑ready feature candidates.

Frequently Asked Questions about parallel-explore-feature

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

FAQPage Schema
How do I find parallel features in a codebase without resource clashes?

To find parallel features without resource clashes, you need to analyze architecture data alongside active resource claims. This skill reads OpenSpec project metadata and coordinator locks to identify high-value features that can be developed simultaneously without overlapping.

What is parallel feature feasibility analysis in software engineering?

Parallel feature feasibility analysis evaluates whether multiple features can be developed simultaneously by checking active resource claims and architecture data. It classifies candidates as FULL, PARTIAL, or SEQUENTIAL to recommend appropriate parallel development workflows.

How do I check active resource locks before starting parallel feature development?

Checking active resource locks before parallel feature development requires applying a coordinator detection script to the repository. The script maps in-flight feature claims and evaluates overlap using OpenSpec architecture summaries to prevent concurrent development conflicts.

Do I need OpenSpec project metadata to analyze parallel implementation candidates?

Yes, you need OpenSpec project metadata and architecture summary files to analyze parallel implementation candidates. The automated architecture scan reads these files to surface candidate features and requires an available coordinator for discovery and lock capabilities.

What's the best way to classify features for parallel or sequential development?

The best way to classify features for parallel or sequential development is by cross-referencing architecture summaries with active resource claims. This analysis rates each candidate as FULL, PARTIAL, or SEQUENTIAL parallel feasibility and recommends the appropriate workflow.

Why does parallel feature analysis require a coordinator with discovery and lock capabilities?

Parallel feature analysis requires a coordinator with discovery and lock capabilities to accurately map active resource claims and prevent conflicts. Without the coordinator providing lock data, the analysis cannot evaluate in-flight feature overlap to determine true parallel feasibility.