Comparison
awesome-claude-skills vs aideml
Verdict
Pick awesome-claude-skills if awesome-claude-skills is a curated list that provides resources and tools for customizing workflows using Claude AI; pick aideml if aIDE is an LLM agent for machine learning engineering, designed for automated machine learning, autonomous agents, and self-improving AI, referenced in OpenAI MLE-bench.
Markdown twin · awesome-claude-skills alternatives · aideml alternatives
GraphCanon updated Sep 20, 2026
vs
Trust & integrity
| Signal | awesome-claude-skills | aideml |
|---|---|---|
| Maintenance | Very active (1d since push) As of Sep 20, 2026 · github_public_v1 | Active (14d 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 · Organization account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | Published findings 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
- awesome-claude-skills
- A curated list of awesome Claude Skills for customizing AI workflows
- aideml
- AIDE: an LLM agent for machine learning engineering
Stars
- awesome-claude-skills
- 75k
- aideml
- 1.5k
Forks
- awesome-claude-skills
- 8.7k
- aideml
- 227
Open issues
- awesome-claude-skills
- 1.5k
- aideml
- 3
Language
- awesome-claude-skills
- Python
- aideml
- Python
Adopt for
- awesome-claude-skills
- awesome-claude-skills is a curated list that provides resources and tools for customizing workflows using Claude AI.
- aideml
- AIDE is an LLM agent for machine learning engineering, designed for automated machine learning, autonomous agents, and self-improving AI, referenced in OpenAI MLE-bench.
Persona
- awesome-claude-skills
- -
- aideml
- -
Runtime
- awesome-claude-skills
- -
- aideml
- -
License
- awesome-claude-skills
- -
- aideml
- MIT
Last pushed
- awesome-claude-skills
- Sep 18, 2026
- aideml
- Sep 3, 2026
Categories
- awesome-claude-skills
- AI Agents, Developer Tools
- aideml
- AI Agents, Developer Tools, Model Training
Trust and health
Maintenance
- awesome-claude-skills
- Very active (96%)
- aideml
- Active (82%)
Days since push
- awesome-claude-skills
- 1d
- aideml
- 14d
Open issues (now)
- awesome-claude-skills
- 1.5k
- aideml
- 3
Stars delta
- awesome-claude-skills
- +2.6k (30d)
- aideml
- +70 (30d)
Open issues delta
- awesome-claude-skills
- +195 (30d)
- aideml
- +1 (30d)
OSV dependency advisories
- awesome-claude-skills
- No lockfile (source not queried)
- aideml
- Published findings
Full report
- awesome-claude-skills
- Trust report
- aideml
- Trust report
Choose awesome-claude-skills if…
- Pricing: The repository's license is under Apache 2.0 for the overall content, but individual skills may have varying licensing terms which should be checked individually within their respective folders..
- Tags unique to awesome-claude-skills: agent-skills, automation, claude-code, composio.
- When you are looking to customize and extend the capabilities of Claude AI through various skills and plugins.
When NOT to use awesome-claude-skills
- Avoid using if your primary focus is on general-purpose automation that doesn't require integration with Claude AI or its ecosystem.
- Not recommended if specific automation tasks do not benefit from customization through the provided Claude Skills, or you prefer tools that operate independently without dependency on a particular AI.
Choose aideml if…
- Requirements: Min 4 GB RAM; Requires Docker; Requires Docker for deployment.; Needs an OpenAI API key for full functionality..
- Tags unique to aideml: ai, ai-agents, automated-machine-learning, autonomous-agents.
- Also covers Model Training.
- aideml ships Docker support for self-hosted deployment.
- When you need an LLM agent that focuses on automated machine learning and autonomous agents, as AIDE is specifically designed for these purposes.
When NOT to use aideml
- If your project does not require integration with OpenAI services, as AIDE's functionality is partly tied to OpenAI APIs.
- When you are looking for a tool that does not focus on autonomous agents or self-improving AI, as AIDE is specialized in these areas and may not be as versatile in other aspects of machine learning.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (ComposioHQ/awesome-claude-skills) · observed Sep 20, 2026
- GitHub forks (ComposioHQ/awesome-claude-skills) · observed Sep 20, 2026
- Last push (ComposioHQ/awesome-claude-skills) · observed Sep 18, 2026
- License file (unknown) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (WecoAI/aideml) · observed Sep 20, 2026
- GitHub forks (WecoAI/aideml) · observed Sep 20, 2026
- Last push (WecoAI/aideml) · observed Sep 3, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
GitHub stars on cards: awesome-claude-skills 75k · aideml 1.5k (synced Sep 20, 2026).
Common questions
- What is the difference between awesome-claude-skills and aideml?
- awesome-claude-skills: A curated list of awesome Claude Skills for customizing AI workflows. aideml: AIDE: an LLM agent for machine learning engineering. See the comparison table for live GitHub stats and shared categories.
- When should I choose awesome-claude-skills over aideml?
- Choose awesome-claude-skills over aideml when Pricing: The repository's license is under Apache 2.0 for the overall content, but individual skills may have varying licensing terms which should be checked individually within their respective folders.; Tags unique to awesome-claude-skills: agent-skills, automation, claude-code, composio; When you are looking to customize and extend the capabilities of Claude AI through various skills and plugins.
- When should I choose aideml over awesome-claude-skills?
- Choose aideml over awesome-claude-skills when Requirements: Min 4 GB RAM; Requires Docker; Requires Docker for deployment.; Needs an OpenAI API key for full functionality.; Tags unique to aideml: ai, ai-agents, automated-machine-learning, autonomous-agents; Also covers Model Training; aideml ships Docker support for self-hosted deployment; When you need an LLM agent that focuses on automated machine learning and autonomous agents, as AIDE is specifically designed for these purposes.
- When should I avoid awesome-claude-skills?
- Avoid using if your primary focus is on general-purpose automation that doesn't require integration with Claude AI or its ecosystem. Not recommended if specific automation tasks do not benefit from customization through the provided Claude Skills, or you prefer tools that operate independently without dependency on a particular AI.
- When should I avoid aideml?
- If your project does not require integration with OpenAI services, as AIDE's functionality is partly tied to OpenAI APIs. When you are looking for a tool that does not focus on autonomous agents or self-improving AI, as AIDE is specialized in these areas and may not be as versatile in other aspects of machine learning.
- Is awesome-claude-skills or aideml more popular on GitHub?
- awesome-claude-skills has more GitHub stars (75,355 vs 1,530). Stars measure visibility, not whether either tool fits your constraints.
- Are awesome-claude-skills and aideml open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to awesome-claude-skills or aideml?
- GraphCanon lists graph-backed alternatives at awesome-claude-skills alternatives and aideml alternatives (awesome-claude-skills markdown twin, aideml 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, awesome-claude-skills or aideml?
- awesome-claude-skills: Very active. aideml: Active. 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 awesome-claude-skills and aideml?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: awesome-claude-skills trust report; aideml trust report.