Repository
Ar9av/PaperOrchestra agent skills
- skills
- 9
- GitHub stars
- 676
GitHub description: “An automated AI research-paper writer based off Google's PaperOrchestra paper's implementation through a skills - benchmark + autoraters using any coding agent (Claude Code, Cursor, Antigravity, Cline, Aider). No API keys, no LLM SDKs.”
- Stars
- 676 (94 forks)
- Licence
- Unknown
- Last push
- Sep 2026
- Created
- Apr 2026
- Homepage
- arxiv.org/pdf/2604.05018
- agentic-ai
- ai-research
- anthropic
- antigravity
- arxiv
- claude-code
- claude-skills
- coding-agents
- cursor
- latex
- literature-review
- llm-agents
- multi-agent
- research-paper
- semantic-scholar
- skill-pack
Install all skills
npx skills add Ar9av/PaperOrchestraAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in Ar9av/PaperOrchestra, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Pre-pipeline aggregator that scans AI agent cache directories (.claude, .cursor, .antigravity, .openclaw) or any user-specified directory for experimentation logs, extracts insights and numeric… | Ar9av/ | 676 | 2 repos | ~3.5k | Automated safety check: Pass | Unknown | 16 days ago |
| 2 | Step 3 of the PaperOrchestra pipeline (arXiv:2604.05018). An agent skill from Ar9av/PaperOrchestra. | Ar9av/ | 676 | 2 repos | ~5.2k | Automated safety check: Pass | Unknown | 16 days ago |
| 3 | Step 1 of the PaperOrchestra pipeline (arXiv:2604.05018). An agent skill from Ar9av/PaperOrchestra. | Ar9av/ | 676 | 2 repos | ~1.6k | Automated safety check: Pass | Unknown | 16 days ago |
| 4 | Run the four paper-quality autoraters from PaperOrchestra (arXiv:2604.05018, App. | Ar9av/ | 676 | 2 repos | ~1.6k | Automated safety check: Pass | Unknown | 16 days ago |
| 5 | Step 2 of the PaperOrchestra pipeline (arXiv:2604.05018). An agent skill from Ar9av/PaperOrchestra. | Ar9av/ | 676 | 2 repos | ~2.3k | Automated safety check: Pass | Unknown | 16 days ago |
| 6 | Orchestrate the full PaperOrchestra (Song et al., 2026, arXiv:2604.05018) five-agent pipeline to turn unstructured research materials (idea, experimental log, LaTeX template, conference guidelines… | Ar9av/ | 676 | 1 repo | ~3.5k | Automated safety check: Pass | Unknown | 16 days ago |
| 7 | Step 4 of the PaperOrchestra pipeline (arXiv:2604.05018). An agent skill from Ar9av/PaperOrchestra. | Ar9av/ | 676 | 1 repo | ~3.3k | Automated safety check: Pass | Unknown | 16 days ago |
| 8 | Reverse-engineer raw materials (Sparse idea, Dense idea, experimental log) from an existing AI research paper to build a benchmark case for evaluating paper-writing pipelines. | Ar9av/ | 676 | 2 repos | ~1.4k | Automated safety check: Pass | Unknown | 16 days ago |
| 9 | Step 5 of the PaperOrchestra pipeline (arXiv:2604.05018). An agent skill from Ar9av/PaperOrchestra. | Ar9av/ | 676 | — | ~4.9k | Automated safety check: Pass | Unknown | 16 days ago |
Questions, answered from the data.
What is the best skill in Ar9av/PaperOrchestra?
Agent Research Aggregator from Ar9av/PaperOrchestra ranks first of the 9 skills in Ar9av/PaperOrchestra listed here, with the highest score: its repository has 676 GitHub stars, 2 other GitHub owners carry a copy, its SKILL.md loads about 3.5k tokens and it passes the automated safety check with no findings. Next come Literature Review Agent and Outline Agent.
Are the skills in Ar9av/PaperOrchestra official?
None yet. All 9 skills in Ar9av/PaperOrchestra listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from Ar9av/PaperOrchestra?
Run npx skills add Ar9av/PaperOrchestra in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.