Comparison
probity vs learn-claude-code
Verdict
Pick probity when probity is primarily TypeScript; learn-claude-code is Python; pick learn-claude-code when learn-claude-code is primarily Python; probity is TypeScript.
Markdown twin · probity alternatives · learn-claude-code alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | probity | learn-claude-code |
|---|---|---|
| Maintenance | Very active (6d since push) As of today · github_public_v1 | Active (14d since push) As of 4d · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Organization account As of 4d · github_public_v1 |
| OSV dependency advisories | No published findings from this source as of 2026-07-15 As of today · osv@v1 | No lockfile (source not queried) As of 4d · 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
- probity
- TDD enforcement and guardrails for Claude Code, Codex, and GitHub Copilot CLI
- learn-claude-code
- Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1
Stars
- probity
- 83
- learn-claude-code
- 71k
Forks
- probity
- 10
- learn-claude-code
- 12k
Open issues
- probity
- 4
- learn-claude-code
- 62
Language
- probity
- TypeScript
- learn-claude-code
- Python
Adopt for
- probity
- -
- 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
- probity
- -
- learn-claude-code
- -
Runtime
- probity
- -
- learn-claude-code
- -
License
- probity
- MIT
- learn-claude-code
- MIT License
Last pushed
- probity
- Jul 8, 2026
- learn-claude-code
- Jun 26, 2026
Categories
- probity
- AI Agents, Developer Tools
- learn-claude-code
- AI Agents, Developer Tools
Trust and health
Maintenance
- probity
- Very active (96%)
- learn-claude-code
- Active (82%)
Days since push
- probity
- 6d
- learn-claude-code
- 14d
Open issues (now)
- probity
- 4
- learn-claude-code
- 62
Owner type
- probity
- User
- learn-claude-code
- Organization
OSV dependency advisories
- probity
- No published findings from this source as of 2026-07-15
- learn-claude-code
- No lockfile (source not queried)
Full report
- probity
- Trust report
- learn-claude-code
- Trust report
Choose probity if…
- probity is primarily TypeScript; learn-claude-code is Python.
- Tags unique to probity: agentic-coding, codex, coding-agent, github-copilot.
- More recently updated (last pushed Jul 8, 2026).
When NOT to use probity
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Choose learn-claude-code if…
- learn-claude-code is primarily Python; probity is TypeScript.
- Requirements: Min 1 GB RAM.
- Tags unique to learn-claude-code: agent-development, ai-agent, educational, llm.
- 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 (nizos/probity) · observed Jul 15, 2026
- GitHub forks (nizos/probity) · observed Jul 15, 2026
- Last push (nizos/probity) · observed Jul 8, 2026
- License file (MIT) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (shareAI-lab/learn-claude-code) · observed Jul 11, 2026
- GitHub forks (shareAI-lab/learn-claude-code) · observed Jul 11, 2026
- Last push (shareAI-lab/learn-claude-code) · observed Jun 26, 2026
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: probity 83 · learn-claude-code 71k (synced Jul 15, 2026).
Common questions
- What is the difference between probity and learn-claude-code?
- probity: TDD enforcement and guardrails for Claude Code, Codex, and GitHub Copilot CLI. 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 probity over learn-claude-code?
- Choose probity over learn-claude-code when probity is primarily TypeScript; learn-claude-code is Python; Tags unique to probity: agentic-coding, codex, coding-agent, github-copilot; More recently updated (last pushed Jul 8, 2026).
- When should I choose learn-claude-code over probity?
- Choose learn-claude-code over probity when learn-claude-code is primarily Python; probity is TypeScript; Requirements: Min 1 GB RAM; Tags unique to learn-claude-code: agent-development, ai-agent, educational, llm; When you prefer leveraging both Bash scripting and Python for developing AI agents.
- When should I avoid probity?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- 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 probity or learn-claude-code more popular on GitHub?
- learn-claude-code has more GitHub stars (70,653 vs 83). Stars measure visibility, not whether either tool fits your constraints.
- Are probity and learn-claude-code open source?
- Yes - both are open-source projects on GitHub (probity: MIT, learn-claude-code: MIT).
- Where can I find alternatives to probity or learn-claude-code?
- GraphCanon lists graph-backed alternatives at probity alternatives and learn-claude-code alternatives (probity 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, probity or learn-claude-code?
- probity: 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 probity and learn-claude-code?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: probity trust report; learn-claude-code trust report.