review-orchestrator

Coordinate literature review workflows across search, planning, and writing subagents with plan-approval gates.

Updated Jul 15, 2026
One-click install
npx skills add https://github.com/1549171506/shizhengmubangai1 --skill review-orchestrator-1549171506
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: review-orchestrator
Source: https://github.com/1549171506/shizhengmubangai1/tree/main/Desktop/123/.claude/skills/review-orchestrator
Command: npx skills add https://github.com/1549171506/shizhengmubangai1 --skill review-orchestrator-1549171506

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve? Long-running literature review projects involve multiple stages—corpus building, framework planning, and prose drafting—that are easy to lose track of when managed manually. This Skill acts as a controller that inspects workspace state, routes work to the correct subagent, and enforces a plan-approval gate before any drafting begins. ## Core Features & Use Cases - State Inspection: Run the status command to see corpus counts, fulltext readiness, plan status, and which subagent should act next. - Approval Gatekeeping: Freeze the review framework only after explicit user approval, recording metadata and timestamped snapshots under 07_plan/history/. - Plan Reopening: Reopen an approved plan when the user requests framework revisions, archiving the previous state automatically. - Use Case: A researcher managing a systematic management review asks whether the project is ready to draft. The orchestrator checks the workspace, confirms the plan is approved, and routes the task to the writer subagent—or blocks drafting until approval is given. ## Quick Start Ask the assistant to check the current review workflow status and tell you which stage of the literature review should happen next.

Frequently Asked Questions about review-orchestrator

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

FAQPage Schema
How do I manage a multi-stage literature review workflow with AI agents?

Use an orchestrator that inspects workspace state and routes work to specialized subagents for searching, planning, and writing. Run the status command to see the current phase and the recommended next subagent before taking action.

How do I enforce plan approval before drafting a literature review?

The orchestrator blocks routing to the writer subagent until the review plan status is APPROVED. After the user explicitly confirms the framework in conversation, run the approve-plan command to freeze it and archive a timestamped snapshot.

What workspace files does the review state manager require?

It reads master_corpus.jsonl from 02_corpus, fulltext_manifest.csv from 04_fulltext, and review_plan.md from 07_plan. It also migrates legacy plan files from 07_notes into the canonical 07_plan directory automatically.

Can I revise an approved review plan after new literature is added?

Yes, but only when the user explicitly requests framework revision. Run the reopen-plan command, which resets the status to DRAFT, records the reopening metadata, and archives the previous approved version under 07_plan/history/.

What happens if citation validation fails before final delivery?

The citation audit gate checks drafts against citation_allowlist.jsonl before final delivery. If validation fails, the orchestrator routes the task back to the writer subagent for revision instead of delivering the draft.