/init

A task and/or a project management system for organizing and tracking your work, optionally integrated with your calendar and email via plugins, connectors, and APIs.

Updated May 23, 2026
One-click install
npx skills add https://github.com/duany049/multi-skill-orchestration --skill init-duany049
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: /init
Source: https://github.com/duany049/multi-skill-orchestration/tree/main/.claude/skills/init
Command: npx skills add https://github.com/duany049/multi-skill-orchestration --skill init-duany049

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

It converts your existing papers, notes, and web sources into a structured research wiki and prepares a final, curated paper set for ingestion.

Core Features & Use Cases

  • Deterministic preparation + source manifesting: normalizes user PDFs into prepared artifacts under raw/tmp/ and writes recovery-aware manifests for traceable re-runs.
  • Planner-guided discovery with trimming: ranks and trims candidate papers to a final target set (typically 8–10) using the project’s discovery tool, then records the shortlist and final selection before fetch.
  • Parallel ingestion fan-out/fan-in: scaffolds wiki structure first, then ingests papers via isolated /ingest worktree subagents and merges results safely with deduplication and rebuild steps.
  • Resilient recovery and reporting: checkpoints each stage, continues through partial failures, and refreshes visualization artifacts without failing the init run.

Quick Start

Run /init with your research direction keywords (optional) to scaffold wiki/ and ingest the final paper set in parallel from raw/papers/, raw/notes/, and raw/web/.

Frequently Asked Questions about /init

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

FAQPage Schema
How do I build a research wiki from existing PDFs and notes?

To build a research wiki from existing PDFs and notes, you can bootstrap a structured wiki by normalizing raw input paths into prepared artifacts and scaffolding the wiki structure for parallel paper ingestion.

How does parallel paper ingestion work when setting up a research wiki?

Parallel paper ingestion works by scaffolding the wiki structure first, then delegating one-paper-per-subagent work to isolated worktrees, and finally merging results safely with deduplication and rebuild steps.

Can I use external discovery to find related papers for my research wiki?

Yes, you can use optional planner-guided external discovery to find related papers. The system ranks and trims candidate papers to a final target set of typically 8–10 before fetching and ingestion.

What happens if some papers fail during the wiki ingestion process?

If some papers fail during wiki ingestion, the resilient recovery system checkpoints each stage, continues through partial failures, and refreshes visualization artifacts without failing the entire initialization run.

Do I need to prepare my sources before bootstrapping the research wiki?

You need raw input paths in directories like raw/papers/, raw/notes/, and raw/web/. The system handles deterministic source preparation by normalizing your PDFs into artifacts and writing recovery-aware manifests for traceable re-runs.

How do I ensure traceability when re-running research wiki initialization?

To ensure traceability when re-running initialization, the system writes recovery-aware source manifests and checkpoint manifests at each stage, allowing you to track prepared artifacts and resume from specific points.