Comparison
ECC vs learn-claude-code
Verdict
Pick ECC if eCC is an agent harness performance optimization system for AI agents and large language models, emphasizing skills, instincts, memory, security, and research-first development; pick learn-claude-code if learn-claude-code is a Python-based project that focuses on teaching the design principles of building an AI agent harness from scratch, rather than copying existing code.
Markdown twin · ECC alternatives · learn-claude-code alternatives
GraphCanon updated Sep 30, 2026
22views this month
vs
Trust & integrity
| Signal | ECC | learn-claude-code |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 | Active (22d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Sep 18, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | No published findings from this source as of 2026-09-18 As of Sep 18, 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
- ECC
- Agent harness performance optimization system for AI agents and LLMs
- learn-claude-code
- A nano claude code-like agent harness built from scratch
Stars
- ECC
- 261k
- learn-claude-code
- 77k
Forks
- ECC
- 39k
- learn-claude-code
- 12k
Open issues
- ECC
- 227
- learn-claude-code
- 52
Language
- ECC
- JavaScript
- learn-claude-code
- Python
Adopt for
- ECC
- ECC is an agent harness performance optimization system for AI agents and large language models, emphasizing skills, instincts, memory, security, and research-first development.
- learn-claude-code
- learn-claude-code is a Python-based project that focuses on teaching the design principles of building an AI agent harness from scratch, rather than copying existing code.
Persona
- ECC
- -
- learn-claude-code
- -
Runtime
- ECC
- -
- learn-claude-code
- -
License
- ECC
- MIT
- learn-claude-code
- MIT License, allowing for free use, modification, and distribution of the software.
Last pushed
- ECC
- Sep 17, 2026
- learn-claude-code
- Aug 26, 2026
Categories
- ECC
- AI Agents, Developer Tools, LLM Frameworks
- learn-claude-code
- AI Agents, Developer Tools
Trust and health
Maintenance
- ECC
- Very active (96%)
- learn-claude-code
- Active (82%)
Days since push
- ECC
- 0d
- learn-claude-code
- 22d
Open issues (now)
- ECC
- 227
- learn-claude-code
- 52
Stars delta
- ECC
- +21k (30d)
- learn-claude-code
- +2.8k (30d)
Open issues delta
- ECC
- +105 (30d)
- learn-claude-code
- -4 (30d)
Owner type
- ECC
- User
- learn-claude-code
- Organization
OSV dependency advisories
- ECC
- No published findings from this source as of 2026-09-18
- learn-claude-code
- Published findings
Full report
- ECC
- Trust report
- learn-claude-code
- Trust report
Typed relationship
ECC learn-claude-code
Choose ECC if…
- ECC is primarily JavaScript; learn-claude-code is Python.
- Pricing: ECC offers a free GitHub App for open-source projects, while ECC Pro provides support for private repositories at a cost of $19 per seat per month..
- Requirements: ECC is available as a JavaScript tool and can be installed via guided setup or native plugin commands..
- Graph edge: ECC is a typed related of learn-claude-code - see the relationship row above.
- Tags unique to ECC: ai-agents, anthropic, developer-tools, mcp.
- Also covers LLM Frameworks.
- Use ECC when you need to optimize the performance of AI agents and large language models, particularly if you are working with platforms like Claude Code, Codex, Opencode, or Cursor.
When NOT to use ECC
- Avoid ECC if your project does not align with the specific platforms it supports, such as Claude Code, Codex, Opencode, or Cursor.
- Do not use ECC if you are looking for a free solution for private repositories, as ECC Pro requires a subscription for private repo support.
Choose learn-claude-code if…
- learn-claude-code is primarily Python; ECC is JavaScript.
- Requirements: Min 1 GB RAM; Basic Python knowledge is required to follow the tutorials and build the agent harness..
- Graph edge: learn-claude-code is a typed related of ECC - see the relationship row above.
- Tags unique to learn-claude-code: agent, agent-development, ai-agent, educational.
- When you want to understand the foundational design principles of AI agent harnesses without relying on complex frameworks.
When NOT to use learn-claude-code
- If you are looking for a ready-to-use, complex AI agent framework that requires minimal customization or understanding of underlying principles.
- When you need a comprehensive, out-of-the-box solution for deploying advanced AI agents without the need for deep understanding or hands-on development.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (affaan-m/ECC) · observed Sep 20, 2026
- GitHub forks (affaan-m/ECC) · observed Sep 20, 2026
- Last push (affaan-m/ECC) · observed Sep 17, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 30, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (shareAI-lab/learn-claude-code) · observed Sep 20, 2026
- GitHub forks (shareAI-lab/learn-claude-code) · observed Sep 20, 2026
- Last push (shareAI-lab/learn-claude-code) · observed Aug 26, 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: ECC 261k · learn-claude-code 77k (synced Sep 20, 2026).
Common questions
- What is the difference between ECC and learn-claude-code?
- ECC: Agent harness performance optimization system for AI agents and LLMs. learn-claude-code: A nano claude code-like agent harness built from scratch. See the comparison table for live GitHub stats and shared categories.
- When should I choose ECC over learn-claude-code?
- Choose ECC over learn-claude-code when ECC is primarily JavaScript; learn-claude-code is Python; Pricing: ECC offers a free GitHub App for open-source projects, while ECC Pro provides support for private repositories at a cost of $19 per seat per month.; Requirements: ECC is available as a JavaScript tool and can be installed via guided setup or native plugin commands.; Graph edge: ECC is a typed related of learn-claude-code - see the relationship row above; Tags unique to ECC: ai-agents, anthropic, developer-tools, mcp; Also covers LLM Frameworks; Use ECC when you need to optimize the performance of AI agents and large language models, particularly if you are working with platforms like Claude Code, Codex, Opencode, or Cursor.
- When should I choose learn-claude-code over ECC?
- Choose learn-claude-code over ECC when learn-claude-code is primarily Python; ECC is JavaScript; Requirements: Min 1 GB RAM; Basic Python knowledge is required to follow the tutorials and build the agent harness.; Graph edge: learn-claude-code is a typed related of ECC - see the relationship row above; Tags unique to learn-claude-code: agent, agent-development, ai-agent, educational; When you want to understand the foundational design principles of AI agent harnesses without relying on complex frameworks.
- When should I avoid ECC?
- Avoid ECC if your project does not align with the specific platforms it supports, such as Claude Code, Codex, Opencode, or Cursor. Do not use ECC if you are looking for a free solution for private repositories, as ECC Pro requires a subscription for private repo support.
- When should I avoid learn-claude-code?
- If you are looking for a ready-to-use, complex AI agent framework that requires minimal customization or understanding of underlying principles. When you need a comprehensive, out-of-the-box solution for deploying advanced AI agents without the need for deep understanding or hands-on development.
- Is ECC or learn-claude-code more popular on GitHub?
- ECC has more GitHub stars (261,432 vs 77,100). Stars measure visibility, not whether either tool fits your constraints.
- Are ECC and learn-claude-code open source?
- Yes - both are open-source projects on GitHub (ECC: MIT, learn-claude-code: MIT).
- Where can I find alternatives to ECC or learn-claude-code?
- GraphCanon lists graph-backed alternatives at ECC alternatives and learn-claude-code alternatives (ECC markdown twin, learn-claude-code 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, ECC or learn-claude-code?
- ECC: Very active. learn-claude-code: 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 ECC and learn-claude-code?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ECC trust report; learn-claude-code trust report.