Comparison
awesome-claude-skills vs ragbits
Verdict
Pick awesome-claude-skills 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.; pick ragbits when tags unique to ragbits: agents, document-search, evaluation, guardrails.
Markdown twin · awesome-claude-skills alternatives · ragbits alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | awesome-claude-skills | ragbits |
|---|---|---|
| Maintenance | Steady (50d since push) As of 4d · github_public_v1 | Steady (58d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4d · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 4d · osv@v1 | No lockfile (source not queried) As of today · 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
- ragbits
- Building blocks for rapid development of GenAI applications
Stars
- awesome-claude-skills
- 67k
- ragbits
- 1.7k
Forks
- awesome-claude-skills
- 7.6k
- ragbits
- 140
Open issues
- awesome-claude-skills
- 974
- ragbits
- 50
Language
- awesome-claude-skills
- Python
- ragbits
- Python
Adopt for
- awesome-claude-skills
- awesome-claude-skills is a curated list that provides resources and tools for customizing workflows using Claude AI.
- ragbits
- -
Persona
- awesome-claude-skills
- -
- ragbits
- -
Runtime
- awesome-claude-skills
- -
- ragbits
- -
License
- awesome-claude-skills
- -
- ragbits
- MIT
Last pushed
- awesome-claude-skills
- May 22, 2026
- ragbits
- May 18, 2026
Categories
- awesome-claude-skills
- AI Agents, Developer Tools
- ragbits
- AI Agents, LLM Frameworks, Vector Databases
Trust and health
Days since push
- awesome-claude-skills
- 50d
- ragbits
- 58d
Open issues (now)
- awesome-claude-skills
- 974
- ragbits
- 50
Full report
- awesome-claude-skills
- Trust report
- ragbits
- 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.
- Also covers Developer Tools.
- 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 ragbits if…
- Tags unique to ragbits: agents, document-search, evaluation, guardrails.
- Also covers LLM Frameworks, Vector Databases.
- Leaner open-issue backlog (50).
When NOT to use ragbits
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
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 Jul 11, 2026
- GitHub forks (ComposioHQ/awesome-claude-skills) · observed Jul 11, 2026
- Last push (ComposioHQ/awesome-claude-skills) · observed May 22, 2026
- License file (unknown) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (deepsense-ai/ragbits) · observed Jul 15, 2026
- GitHub forks (deepsense-ai/ragbits) · observed Jul 15, 2026
- Last push (deepsense-ai/ragbits) · observed May 18, 2026
- License file (MIT) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: awesome-claude-skills 67k · ragbits 1.7k (synced Jul 11, 2026).
Common questions
- What is the difference between awesome-claude-skills and ragbits?
- awesome-claude-skills: A curated list of awesome Claude Skills for customizing AI workflows. ragbits: Building blocks for rapid development of GenAI applications. See the comparison table for live GitHub stats and shared categories.
- When should I choose awesome-claude-skills over ragbits?
- Choose awesome-claude-skills over ragbits 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; Also covers Developer Tools; When you are looking to customize and extend the capabilities of Claude AI through various skills and plugins.
- When should I choose ragbits over awesome-claude-skills?
- Choose ragbits over awesome-claude-skills when Tags unique to ragbits: agents, document-search, evaluation, guardrails; Also covers LLM Frameworks, Vector Databases; Leaner open-issue backlog (50).
- 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 ragbits?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
- Is awesome-claude-skills or ragbits more popular on GitHub?
- awesome-claude-skills has more GitHub stars (67,447 vs 1,653). Stars measure visibility, not whether either tool fits your constraints.
- Are awesome-claude-skills and ragbits open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to awesome-claude-skills or ragbits?
- GraphCanon lists graph-backed alternatives at awesome-claude-skills alternatives and ragbits alternatives (awesome-claude-skills markdown twin, ragbits 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 ragbits?
- awesome-claude-skills: Steady. ragbits: Steady. 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 ragbits?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: awesome-claude-skills trust report; ragbits trust report.