Light Orchestrator

Light Orchestrator is an AI Engineering skill for Claude Code, published by Light0305 in Light-skills.

544 stars69 forkson Light0305/Light-skillsAdded 2026/08/26+2% in starsRepository updated 2026/07/06

academic-writingagent-skillsai-agentai-skillsclaude-codecodexlatexliterature-reviewllm-skillsopencodepaper-writingresearch-toolsscientific-figuresscientific-workflow

Install in seconds

Install Light Orchestrator

Copy Light Orchestrator into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/Light0305/Light-skills/tree/master/skills/light-orchestrator ~/.claude/skills/light-orchestrator

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/Light0305/Light-skills.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: skills/light-orchestrator/SKILL.md in Light0305/Light-skills
Installs to: ~/.claude/skills/light-orchestrator
Collection: One of 23 skills cataloged from this repository
Category: AI Engineering — 2451 skills

What Light Orchestrator does

Light Orchestrator coordinates multi-stage Light research projects through passport state, checkpoints, handoffs, and recovery. Use it to resume, reroute, or deliver work across stages 1–13 when a project is new, partial, dirty, failed, or stale.

Light Orchestrator is cataloged under AI Engineering on DirSkills. Light Orchestrator comes from a repository tagged academic-writing, agent-skills, ai-agent, ai-skills and claude-code.

Documentation

README

Excerpt

Light orchestrator

Coordinate, route and recover the research lifecycle. Do not impersonate the stage skills and do not turn a deterministic check into a research judgment.

Read references/orchestrator-resource-map.md before a real lifecycle run. It defines intake, state authority, migration, evidence states, access tiers, resident budget and handoff. Read references/integration-contract.json when changing any role, gate or route. The detailed rationale is ../../docs/design/orchestrator-spec.md.

Non-negotiable boundaries

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Light Orchestrator

What else does Light0305 publish alongside Light Orchestrator?
Light Orchestrator is one of 23 skills that DirSkills catalogs from Light0305/Light-skills, the repository it ships in. Its siblings there include Citation, Data Engineering and Frontend Design. Each one is a separate skill with its own page in this directory, installs the same way Light Orchestrator does, and is maintained by Light0305 in that same repository. The rest of the collection is listed on the Light0305/Light-skills page.
How does Light Orchestrator compare to other AI Engineering skills?
Light Orchestrator ranks #2059 by stars among the 2451 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Light Orchestrator against them. Open each page to compare what they document and how they install.