Comparison
ECC vs learn-claude-code
Verdict
Pick ECC if eCC is a performance optimization system for AI agents built to enhance skills, instincts, memory, security, and development processes; pick learn-claude-code if learn-Claude-Code is a minimalistic development tool leveraging Bash and Python to build an agent harness inspired by Claude coding concepts.
Markdown twin · ECC alternatives · learn-claude-code alternatives
GraphCanon updated 3d
vs
Trust & integrity
| Signal | ECC | learn-claude-code |
|---|---|---|
| Maintenance | Very active (0d since push) As of 3d · github_public_v1 | Very active (0d since push) As of 3d · github_public_v1 |
| Provenance | Not a fork · Personal account As of 3d · github_public_v1 | Not a fork · Organization account As of 3d · github_public_v1 |
| OSV dependency advisories | No published findings from this source as of 2026-07-19 As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · 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
- The agent harness performance optimization system for AI agents
- learn-claude-code
- Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1
Stars
- ECC
- 240k
- learn-claude-code
- 74k
Forks
- ECC
- 36k
- learn-claude-code
- 12k
Open issues
- ECC
- 122
- learn-claude-code
- 56
Language
- ECC
- JavaScript
- learn-claude-code
- Python
Adopt for
- ECC
- ECC is a performance optimization system for AI agents built to enhance skills, instincts, memory, security, and development processes.
- learn-claude-code
- Learn-Claude-Code is a minimalistic development tool leveraging Bash and Python to build an agent harness inspired by Claude coding concepts.
Persona
- ECC
- -
- learn-claude-code
- -
Runtime
- ECC
- -
- learn-claude-code
- -
License
- ECC
- MIT
- learn-claude-code
- MIT License
Last pushed
- ECC
- Aug 15, 2026
- learn-claude-code
- Aug 15, 2026
Categories
- ECC
- AI Agents, Developer Tools
- learn-claude-code
- AI Agents, Developer Tools
Trust and health
Open issues (now)
- ECC
- 122
- learn-claude-code
- 56
Stars delta
- ECC
- +10.0k (30d)
- learn-claude-code
- +3.1k (30d)
Open issues delta
- ECC
- +13 (30d)
- learn-claude-code
- -11 (30d)
Owner type
- ECC
- User
- learn-claude-code
- Organization
OSV dependency advisories
- ECC
- No published findings from this source as of 2026-07-19
- learn-claude-code
- No lockfile (source not queried)
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.
- ECC requires JavaScript environment and is open-source, licensed under MIT. Specific setup details are not provided within repository data.
- Pricing: Being open source with an MIT license, ECC itself is free to use, but additional features or support might incur costs outside of the core project..
- Graph edge: ECC is a typed related of learn-claude-code - see the relationship row above.
- Tags unique to ECC: ai-agents, anthropic, claude, productivity.
- When you are specifically working with AI agents like Claude Code and Codex that require advanced performance tuning across multiple dimensions such as skills and memory management.
When NOT to use ECC
- For projects focusing solely on traditional software development workflows without AI components, ECC's specialized tools are not necessary.
- In scenarios where you're working with closed-source or proprietary AI systems that do not allow for the same levels of customization as open platforms like those optimized by ECC.
Choose learn-claude-code if…
- learn-claude-code is primarily Python; ECC is JavaScript.
- Requirements: Min 1 GB RAM.
- Graph edge: learn-claude-code is a typed related of ECC - see the relationship row above.
- Tags unique to learn-claude-code: agent-development, ai-agent, educational, python.
- When you prefer leveraging both Bash scripting and Python for developing AI agents.
When NOT to use learn-claude-code
- For projects requiring extensive front-end integration with complex UI frameworks as Learn-Claude-Code focuses on backend scripting and Python.
- If your project needs a fully-fledged development suite; Learn-Claude-Code offers a more streamlined, educational approach rather than comprehensive feature-rich suites.
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 Aug 16, 2026
- GitHub forks (affaan-m/ECC) · observed Aug 16, 2026
- Last push (affaan-m/ECC) · observed Aug 15, 2026
- License file (MIT) · observed Aug 16, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 19, 2026
- GitHub stars (shareAI-lab/learn-claude-code) · observed Aug 16, 2026
- GitHub forks (shareAI-lab/learn-claude-code) · observed Aug 16, 2026
- Last push (shareAI-lab/learn-claude-code) · observed Aug 15, 2026
- License file (MIT) · observed Aug 16, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: ECC 240k · learn-claude-code 74k (synced Aug 16, 2026).
Common questions
- What is the difference between ECC and learn-claude-code?
- ECC: The agent harness performance optimization system for AI agents. learn-claude-code: Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1. 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; ECC requires JavaScript environment and is open-source, licensed under MIT. Specific setup details are not provided within repository data; Pricing: Being open source with an MIT license, ECC itself is free to use, but additional features or support might incur costs outside of the core project.; Graph edge: ECC is a typed related of learn-claude-code - see the relationship row above; Tags unique to ECC: ai-agents, anthropic, claude, productivity; When you are specifically working with AI agents like Claude Code and Codex that require advanced performance tuning across multiple dimensions such as skills and memory management.
- 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; Graph edge: learn-claude-code is a typed related of ECC - see the relationship row above; Tags unique to learn-claude-code: agent-development, ai-agent, educational, python; When you prefer leveraging both Bash scripting and Python for developing AI agents.
- When should I avoid ECC?
- For projects focusing solely on traditional software development workflows without AI components, ECC's specialized tools are not necessary. In scenarios where you're working with closed-source or proprietary AI systems that do not allow for the same levels of customization as open platforms like those optimized by ECC.
- When should I avoid learn-claude-code?
- For projects requiring extensive front-end integration with complex UI frameworks as Learn-Claude-Code focuses on backend scripting and Python. If your project needs a fully-fledged development suite; Learn-Claude-Code offers a more streamlined, educational approach rather than comprehensive feature-rich suites.
- Is ECC or learn-claude-code more popular on GitHub?
- ECC has more GitHub stars (240,297 vs 74,328). 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: Very 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.