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specops-orchestrate-analysis

Orchestrate sequential subagent analyses for each target from an initial plan.

Updated Mar 14, 2026
Search Tags:#automation#analysis#subagents#orchestrate#targets#specops#initial-plan
One-click install
npx skills add https://github.com/ryan-mahoney/ryan-llm-skills --skill specops-orchestrate-analysis
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: specops-orchestrate-analysis
Source: https://github.com/ryan-mahoney/ryan-llm-skills/tree/main/skills/specops-orchestrate-analysis
Command: npx skills add https://github.com/ryan-mahoney/ryan-llm-skills --skill specops-orchestrate-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Orchestrates SpecOps analysis from an initial plan across multiple targets by delegating work to sequential subagents, ensuring outputs are produced and verified before proceeding.

Core Features & Use Cases

  • Sequential subagent orchestration per target.
  • Deterministic target extraction from the initial plan.
  • Per-target output verification and optional fix-ups.
  • Clear execution plan announcement prior to execution.
  • Evidence-backed analysis outputs.

Quick Start

Provide the initial-plan artifact to begin orchestrating sequential target analyses.

Frequently Asked Questions about specops-orchestrate-analysis

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

FAQPage Schema
How do I orchestrate sequential analysis across multiple targets from an initial plan?▼

Sequential analysis orchestration runs subagents per target extracted from an initial-plan artifact, validating each output for required sections before proceeding to the next target.

What is subagent orchestration for per-target analysis and how does it work?▼

Subagent orchestration delegates per-target analysis to sequential subagents, enforcing an ordered execution plan and verifying that each output includes required sections, evidence, and risk notes.

Can I run fix-up flows for incomplete subagent analyses during orchestration?▼

Yes, the orchestration supports fix-up flows for incomplete analyses, allowing subagents to correct and resubmit outputs that fail validation against required sections.

Does the orchestration validate subagent outputs before moving to the next target?▼

Output validation occurs before proceeding to the next target, checking that each subagent analysis includes required sections, evidence, and risk notes for deterministic results.

What do I need to provide to start orchestrating SpecOps analyses across targets?▼

Provide an initial-plan artifact as input; the orchestration deterministically extracts targets from this artifact and announces the execution plan before running sequential subagent analyses.

Are there limitations to orchestrating analyses with sequential subagents?▼

Sequential subagent execution enforces ordered processing per target, meaning targets are analyzed one after another rather than in parallel, which may impact throughput for large initial plans.

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