Comparison
coder_reviewer_reranking vs academic-research-skills
Verdict
Pick coder_reviewer_reranking when tags unique to coder_reviewer_reranking: python; pick academic-research-skills when tags unique to academic-research-skills: peer-review, academic-writing, ai-research, claude.
Markdown twin · coder_reviewer_reranking alternatives · academic-research-skills alternatives
GraphCanon updated today
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Trust & integrity
| Signal | coder_reviewer_reranking | academic-research-skills |
|---|---|---|
| Maintenance | Archived (1243d since push) As of today · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | 85 low (85 low) As of today · osv@v1 | No lockfile As of today · none |
Tagline
- coder_reviewer_reranking
- Official code release for the paper Coder Reviewer Reranking for Code Generation.
- academic-research-skills
- Academic Research Skills for Claude Code: research → write → review → revise → finalize
Stars
- coder_reviewer_reranking
- 45
- academic-research-skills
- 37k
Forks
- coder_reviewer_reranking
- 9
- academic-research-skills
- 3.0k
Open issues
- coder_reviewer_reranking
- 1
- academic-research-skills
- 9
Language
- coder_reviewer_reranking
- Python
- academic-research-skills
- Python
Adopt for
- coder_reviewer_reranking
- -
- academic-research-skills
- -
Persona
- coder_reviewer_reranking
- -
- academic-research-skills
- -
Runtime
- coder_reviewer_reranking
- -
- academic-research-skills
- -
License
- coder_reviewer_reranking
- Other
- academic-research-skills
- Other
Last pushed
- coder_reviewer_reranking
- Feb 14, 2023
- academic-research-skills
- Jul 11, 2026
Categories
- coder_reviewer_reranking
- LLM Frameworks, Evaluation & Observability
- academic-research-skills
- Data & Retrieval, LLM Frameworks
Trust and health
Maintenance
- coder_reviewer_reranking
- Archived (8%)
- academic-research-skills
- Very active (96%)
Days since push
- coder_reviewer_reranking
- 1243d
- academic-research-skills
- 0d
Archived on GitHub
- coder_reviewer_reranking
- Yes
- academic-research-skills
- No
Open issues (now)
- coder_reviewer_reranking
- 1
- academic-research-skills
- 9
Owner type
- coder_reviewer_reranking
- Organization
- academic-research-skills
- User
Security scan
- coder_reviewer_reranking
- 85 low (85 low)
- academic-research-skills
- No lockfile
Full report
- coder_reviewer_reranking
- Trust report
- academic-research-skills
- Trust report
Choose coder_reviewer_reranking if…
- Tags unique to coder_reviewer_reranking: python.
- Also covers Evaluation & Observability.
- Leaner open-issue backlog (1).
When NOT to use coder_reviewer_reranking
- coder_reviewer_reranking is archived on GitHub. Prefer an active alternative unless you maintain a private fork or need a frozen dependency.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
Choose academic-research-skills if…
- Tags unique to academic-research-skills: peer-review, academic-writing, ai-research, claude.
- Also covers Data & Retrieval.
- More GitHub stars (37k vs 45) - visibility, not fit.
When NOT to use academic-research-skills
- Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (facebookresearch/coder_reviewer_reranking) · observed Jul 11, 2026
- GitHub forks (facebookresearch/coder_reviewer_reranking) · observed Jul 11, 2026
- Last push (facebookresearch/coder_reviewer_reranking) · observed Feb 14, 2023
- License file (Other) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (Imbad0202/academic-research-skills) · observed Jul 11, 2026
- GitHub forks (Imbad0202/academic-research-skills) · observed Jul 11, 2026
- Last push (Imbad0202/academic-research-skills) · observed Jul 11, 2026
- License file (Other) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: coder_reviewer_reranking 45 · academic-research-skills 37k (synced Jul 11, 2026).
Common questions
- What is the difference between coder_reviewer_reranking and academic-research-skills?
- coder_reviewer_reranking: Official code release for the paper Coder Reviewer Reranking for Code Generation.. academic-research-skills: Academic Research Skills for Claude Code: research → write → review → revise → finalize. See the comparison table for live GitHub stats and shared categories.
- When should I choose coder_reviewer_reranking over academic-research-skills?
- Choose coder_reviewer_reranking over academic-research-skills when Tags unique to coder_reviewer_reranking: python; Also covers Evaluation & Observability; Leaner open-issue backlog (1).
- When should I choose academic-research-skills over coder_reviewer_reranking?
- Choose academic-research-skills over coder_reviewer_reranking when Tags unique to academic-research-skills: peer-review, academic-writing, ai-research, claude; Also covers Data & Retrieval; More GitHub stars (37k vs 45) - visibility, not fit.
- When should I avoid coder_reviewer_reranking?
- coder_reviewer_reranking is archived on GitHub. Prefer an active alternative unless you maintain a private fork or need a frozen dependency. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
- When should I avoid academic-research-skills?
- Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Is coder_reviewer_reranking or academic-research-skills more popular on GitHub?
- academic-research-skills has more GitHub stars (37,300 vs 45). Stars measure visibility, not whether either tool fits your constraints.
- Are coder_reviewer_reranking and academic-research-skills open source?
- Yes - both are open-source projects on GitHub (coder_reviewer_reranking: Other, academic-research-skills: Other).
- Where can I find alternatives to coder_reviewer_reranking or academic-research-skills?
- GraphCanon lists graph-backed alternatives at coder_reviewer_reranking alternatives and academic-research-skills alternatives (coder_reviewer_reranking markdown twin, academic-research-skills 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, coder_reviewer_reranking or academic-research-skills?
- coder_reviewer_reranking: Archived. academic-research-skills: 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 coder_reviewer_reranking and academic-research-skills?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: coder_reviewer_reranking trust report; academic-research-skills trust report.