AgentBench
A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24)
Install with one command
$ npx skills add THUDM/AgentBenchBest for
Coding agents
Discover skills for code generation, repository analysis, pull-request review, testing, debugging, and agentic software engineering.
Choose it when
- You want a GitHub-backed skill with 3.4K stars.
- You need a reusable install command for agents.
- You want to compare it with related marketplace skills.
Check before install
- Pushed 3mo ago
- License: Apache-2.0
- Review the repository README and examples.
Quality profile
Excellent candidate for agent workflows
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Use this skill in these scenarios
Build and ship code
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Manage repositories
GitHub automation
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Search private knowledge
RAG and knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Stack fit
Add it to a complete workflow
Inspect, patch, and verify code
Coding review agent
A stack for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Turn skills into distribution
Content growth agent
A stack for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Ingest, retrieve, and cite
RAG knowledge base
A stack for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Overview
A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24)
Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, RAG, or developer-tool signals. Protocol-server projects are excluded from automated imports.
Platform Compatibility
Technical Details
- Version
- 1.0.0
- License
- Apache-2.0
- Last Updated
- 5/23/2026
- Published
- 5/23/2026
Frameworks & Tools
Author
THUDM✓
@thudm
Platform Fit
Health Signals
- GitHub stars
- 3.4K
- Quality score
- 59/100
- Last GitHub push
- Feb 8, 2026
- Framework hints
- 2
Community Signal
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Trust & Safety
- —Open source (public GitHub repo)
- —AI static analysis passed
- —License: Apache-2.0
- —Manually verified by team
Related Skills
AutoGPT
Build and run autonomous AI agents for open-ended tasks
184.5K stars · 0 installsLangChain
Agent engineering primitives for tools, memory, and RAG
137.4K stars · 0 installsHermes Agent
The agent that grows with you
163.5K stars · 0 installsFirecrawl
🔥 Search, scrape, and clean the web for AI agents.
123.2K stars · 0 installs