/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.