Comparison
self-repair vs ai-berkshire
Verdict
Pick self-repair when tags unique to self-repair: python; pick ai-berkshire when tags unique to ai-berkshire: ai, financial-analysis, investment-research, portfolio-management.
Markdown twin · self-repair alternatives · ai-berkshire alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | self-repair | ai-berkshire |
|---|---|---|
| Maintenance | Archived (800d since push) As of today · github_public_v1 | Very active (0d since push) As of 1d · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Personal account As of 1d · github_public_v1 |
| Security (OSV) | No criticals As of today · osv@v1 | No MCP manifest As of 1d · mcp_manifest |
Tagline
- self-repair
- [ICLR 2024]: Is Self-Repair a Silver Bullet for Code Generation?
- ai-berkshire
- AI-era Berkshire: a value investing research framework utilizing Claude Code / Codex with methodologies from Warren Buffett, Charlie Munger among others and multi-Agent adversarial analysis.
Stars
- self-repair
- 15
- ai-berkshire
- 13k
Forks
- self-repair
- 3
- ai-berkshire
- 1.8k
Open issues
- self-repair
- 1
- ai-berkshire
- 17
Language
- self-repair
- Python
- ai-berkshire
- Python
Adopt for
- self-repair
- -
- ai-berkshire
- ai-berkshire implements a unique approach to value investing research through AI agents powered by Claude Code/Codex, inspired by the methodologies of Warren Buffett and Charlie Munger amongst other investors. The tool's
Persona
- self-repair
- -
- ai-berkshire
- -
Runtime
- self-repair
- -
- ai-berkshire
- -
License
- self-repair
- -
- ai-berkshire
- MIT
Last pushed
- self-repair
- May 2, 2024
- ai-berkshire
- Jul 11, 2026
Categories
- self-repair
- Evaluation & Observability
- ai-berkshire
- AI Agents, Evaluation & Observability
Trust and health
Maintenance
- self-repair
- Archived (8%)
- ai-berkshire
- Very active (96%)
Days since push
- self-repair
- 800d
- ai-berkshire
- 0d
Archived on GitHub
- self-repair
- Yes
- ai-berkshire
- No
Open issues (now)
- self-repair
- 1
- ai-berkshire
- 17
Security scan
- self-repair
- No criticals
- ai-berkshire
- No MCP manifest
Full report
- self-repair
- Trust report
- ai-berkshire
- Trust report
Choose self-repair if…
- Tags unique to self-repair: python.
- Leaner open-issue backlog (1).
When NOT to use self-repair
- self-repair is archived on GitHub. Prefer an active alternative unless you maintain a private fork or need a frozen dependency.
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
Choose ai-berkshire if…
- Tags unique to ai-berkshire: ai, financial-analysis, investment-research, portfolio-management.
- Also covers AI Agents.
- You need to leverage multi-Agent adversarial analysis for deep fundamental stock market assessment aligned with renowned investor philosophies.
When NOT to use ai-berkshire
- If your investment research requires real-time trading data or dynamic algorithmic trading strategies which are not the tool's expertise.
- When you prefer a more manual or traditional approach to value investing that does not integrate AI-driven adversarial agent methodologies.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (theoxo/self-repair) · observed Jul 11, 2026
- GitHub forks (theoxo/self-repair) · observed Jul 11, 2026
- Last push (theoxo/self-repair) · observed May 2, 2024
- License file (unknown) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (xbtlin/ai-berkshire) · observed Jul 11, 2026
- GitHub forks (xbtlin/ai-berkshire) · observed Jul 11, 2026
- Last push (xbtlin/ai-berkshire) · observed Jul 11, 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: self-repair 15 · ai-berkshire 13k (synced Jul 11, 2026).
Common questions
- What is the difference between self-repair and ai-berkshire?
- self-repair: [ICLR 2024]: Is Self-Repair a Silver Bullet for Code Generation?. ai-berkshire: AI-era Berkshire: a value investing research framework utilizing Claude Code / Codex with methodologies from Warren Buffett, Charlie Munger among others and multi-Agent adversarial analysis.. See the comparison table for live GitHub stats and shared categories.
- When should I choose self-repair over ai-berkshire?
- Choose self-repair over ai-berkshire when Tags unique to self-repair: python; Leaner open-issue backlog (1).
- When should I choose ai-berkshire over self-repair?
- Choose ai-berkshire over self-repair when Tags unique to ai-berkshire: ai, financial-analysis, investment-research, portfolio-management; Also covers AI Agents; You need to leverage multi-Agent adversarial analysis for deep fundamental stock market assessment aligned with renowned investor philosophies.
- When should I avoid self-repair?
- self-repair is archived on GitHub. Prefer an active alternative unless you maintain a private fork or need a frozen dependency. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
- When should I avoid ai-berkshire?
- If your investment research requires real-time trading data or dynamic algorithmic trading strategies which are not the tool's expertise. When you prefer a more manual or traditional approach to value investing that does not integrate AI-driven adversarial agent methodologies.
- Is self-repair or ai-berkshire more popular on GitHub?
- ai-berkshire has more GitHub stars (12,711 vs 15). Stars measure visibility, not whether either tool fits your constraints.
- Are self-repair and ai-berkshire open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to self-repair or ai-berkshire?
- GraphCanon lists graph-backed alternatives at self-repair alternatives and ai-berkshire alternatives (self-repair markdown twin, ai-berkshire 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, self-repair or ai-berkshire?
- self-repair: Archived. ai-berkshire: 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 self-repair and ai-berkshire?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: self-repair trust report; ai-berkshire trust report.