Comparison
waggle-dance vs LLM-Agent-Paper-List
Verdict
Pick waggle-dance if waggle-dance is an AI-driven knowledge work automation tool built in TypeScript with experimental concurrent agent execution for faster task resolution; pick LLM-Agent-Paper-List if lLM-Agent-Paper-List is a curated repository of essential papers on large language model-based agents, focusing on AgentGym, a framework for developing and training LLM agents through reinforcement learning.
Markdown twin · waggle-dance alternatives · LLM-Agent-Paper-List alternatives
GraphCanon updated Sep 20, 2026
5views this month
Trust & integrity
| Signal | waggle-dance | LLM-Agent-Paper-List |
|---|---|---|
| Maintenance | Archived (1007d since push) As of Sep 20, 2026 · github_public_v1 | Dormant (371d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | No lockfile (source not queried) As of Sep 18, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- waggle-dance
- Knowledge work automation with AI agents
- LLM-Agent-Paper-List
- Must-read papers for LLM-based agents.
Stars
- waggle-dance
- 171
- LLM-Agent-Paper-List
- 8.2k
Forks
- waggle-dance
- 12
- LLM-Agent-Paper-List
- 499
Open issues
- waggle-dance
- 0
- LLM-Agent-Paper-List
- 32
Language
- waggle-dance
- TypeScript
- LLM-Agent-Paper-List
- -
Adopt for
- waggle-dance
- Waggle-dance is an AI-driven knowledge work automation tool built in TypeScript with experimental concurrent agent execution for faster task resolution.
- LLM-Agent-Paper-List
- LLM-Agent-Paper-List is a curated repository of essential papers on large language model-based agents, focusing on AgentGym, a framework for developing and training LLM agents through reinforcement learning.
Persona
- waggle-dance
- -
- LLM-Agent-Paper-List
- -
Runtime
- waggle-dance
- -
- LLM-Agent-Paper-List
- -
License
- waggle-dance
- MIT
- LLM-Agent-Paper-List
- -
Last pushed
- waggle-dance
- Dec 17, 2023
- LLM-Agent-Paper-List
- Sep 12, 2025
Categories
- waggle-dance
- AI Agents, Model Training
- LLM-Agent-Paper-List
- AI Agents, Evaluation & Observability, Model Training
Trust and health
Maintenance
- waggle-dance
- Archived (8%)
- LLM-Agent-Paper-List
- Dormant (18%)
Days since push
- waggle-dance
- 1007d
- LLM-Agent-Paper-List
- 371d
Archived on GitHub
- waggle-dance
- Yes
- LLM-Agent-Paper-List
- No
Open issues (now)
- waggle-dance
- 0
- LLM-Agent-Paper-List
- 32
Stars delta
- waggle-dance
- 0 (30d)
- LLM-Agent-Paper-List
- +50 (30d)
Open issues delta
- waggle-dance
- 0 (30d)
- LLM-Agent-Paper-List
- +1 (30d)
Owner type
- waggle-dance
- Organization
- LLM-Agent-Paper-List
- User
Full report
- waggle-dance
- Trust report
- LLM-Agent-Paper-List
- Trust report
Choose waggle-dance if…
- Tags unique to waggle-dance: autogpt, langchain, weaviate, workflow-automation.
- waggle-dance ships Docker support for self-hosted deployment.
- You need a system that prioritizes speed and concurrency in executing tasks
When NOT to use waggle-dance
- Your project demands high stability over experimental features
- You require extensive customization of agent execution behavior beyond what Waggle-dance offers initially
Choose LLM-Agent-Paper-List if…
- Tags unique to LLM-Agent-Paper-List: evaluation, large-language-models, llm, nlp.
- Also covers Evaluation & Observability.
- When you need a comprehensive list of must-read papers on LLM-based agents, including detailed insights into AgentGym, a framework for developing and training LLM agents through reinforcement learning
When NOT to use LLM-Agent-Paper-List
- If you are looking for a tool that focuses on a broader range of AI agent development beyond LLM-based agents, as LLM-Agent-Paper-List is specifically curated for LLM-based agents
- When you need real-time updates or a dynamic list of papers, as the repository is a static list and does not automatically update with new publications
- If you require a tool that includes practical code implementations for all listed papers, as the repository primarily serves as a list and does not provide comprehensive code for every paper
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (agi-merge/waggle-dance) · observed Sep 20, 2026
- GitHub forks (agi-merge/waggle-dance) · observed Sep 20, 2026
- Last push (agi-merge/waggle-dance) · observed Dec 17, 2023
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 14, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (WooooDyy/LLM-Agent-Paper-List) · observed Sep 20, 2026
- GitHub forks (WooooDyy/LLM-Agent-Paper-List) · observed Sep 20, 2026
- Last push (WooooDyy/LLM-Agent-Paper-List) · observed Sep 12, 2025
- License file (unknown) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
GitHub stars on cards: waggle-dance 171 · LLM-Agent-Paper-List 8.2k (synced Sep 20, 2026).
Common questions
- What is the difference between waggle-dance and LLM-Agent-Paper-List?
- waggle-dance: Knowledge work automation with AI agents. LLM-Agent-Paper-List: Must-read papers for LLM-based agents.. See the comparison table for live GitHub stats and shared categories.
- When should I choose waggle-dance over LLM-Agent-Paper-List?
- Choose waggle-dance over LLM-Agent-Paper-List when Tags unique to waggle-dance: autogpt, langchain, weaviate, workflow-automation; waggle-dance ships Docker support for self-hosted deployment; You need a system that prioritizes speed and concurrency in executing tasks.
- When should I choose LLM-Agent-Paper-List over waggle-dance?
- Choose LLM-Agent-Paper-List over waggle-dance when Tags unique to LLM-Agent-Paper-List: evaluation, large-language-models, llm, nlp; Also covers Evaluation & Observability; When you need a comprehensive list of must-read papers on LLM-based agents, including detailed insights into AgentGym, a framework for developing and training LLM agents through reinforcement learning.
- When should I avoid waggle-dance?
- Your project demands high stability over experimental features You require extensive customization of agent execution behavior beyond what Waggle-dance offers initially
- When should I avoid LLM-Agent-Paper-List?
- If you are looking for a tool that focuses on a broader range of AI agent development beyond LLM-based agents, as LLM-Agent-Paper-List is specifically curated for LLM-based agents When you need real-time updates or a dynamic list of papers, as the repository is a static list and does not automatically update with new publications If you require a tool that includes practical code implementations for all listed papers, as the repository primarily serves as a list and does not provide comprehensive code for every paper
- Is waggle-dance or LLM-Agent-Paper-List more popular on GitHub?
- LLM-Agent-Paper-List has more GitHub stars (8,222 vs 171). Stars measure visibility, not whether either tool fits your constraints.
- Are waggle-dance and LLM-Agent-Paper-List open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to waggle-dance or LLM-Agent-Paper-List?
- GraphCanon lists graph-backed alternatives at waggle-dance alternatives and LLM-Agent-Paper-List alternatives (waggle-dance markdown twin, LLM-Agent-Paper-List markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, waggle-dance or LLM-Agent-Paper-List?
- waggle-dance: Archived. LLM-Agent-Paper-List: Dormant. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for waggle-dance and LLM-Agent-Paper-List?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: waggle-dance trust report; LLM-Agent-Paper-List trust report.