Comparison
academic-research-skills vs whistleblower
Verdict
Pick academic-research-skills when tags unique to academic-research-skills: peer-review, academic-writing, ai-research, claude; pick whistleblower when tags unique to whistleblower: jailbreaks, hacktoberfest, hacktoberfest2025, ai-security.
Markdown twin · academic-research-skills alternatives · whistleblower alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | academic-research-skills | whistleblower |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Slowing (253d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | 10 low (10 low) As of today · osv@v1 |
Tagline
- academic-research-skills
- Academic Research Skills for Claude Code: research → write → review → revise → finalize
- whistleblower
- Whistleblower is a offensive security tool for testing against system prompt leakage and capability discovery of an AI application exposed through API. Built for AI engineers, security researchers and
Stars
- academic-research-skills
- 37k
- whistleblower
- 157
Forks
- academic-research-skills
- 3.0k
- whistleblower
- 26
Open issues
- academic-research-skills
- 9
- whistleblower
- 13
Language
- academic-research-skills
- Python
- whistleblower
- Python
Adopt for
- academic-research-skills
- -
- whistleblower
- -
Persona
- academic-research-skills
- -
- whistleblower
- -
Runtime
- academic-research-skills
- -
- whistleblower
- -
License
- academic-research-skills
- Other
- whistleblower
- -
Last pushed
- academic-research-skills
- Jul 11, 2026
- whistleblower
- Oct 31, 2025
Categories
- academic-research-skills
- LLM Frameworks, Data & Retrieval
- whistleblower
- LLM Frameworks
Trust and health
Maintenance
- academic-research-skills
- Very active (96%)
- whistleblower
- Slowing (36%)
Days since push
- academic-research-skills
- 0d
- whistleblower
- 253d
Open issues (now)
- academic-research-skills
- 9
- whistleblower
- 13
Owner type
- academic-research-skills
- User
- whistleblower
- Organization
Security scan
- academic-research-skills
- No lockfile
- whistleblower
- 10 low (10 low)
Full report
- academic-research-skills
- Trust report
- whistleblower
- Trust report
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 157) - visibility, not fit.
When NOT to use academic-research-skills
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough.
Choose whistleblower if…
- Tags unique to whistleblower: jailbreaks, hacktoberfest, hacktoberfest2025, ai-security.
When NOT to use whistleblower
- Last GitHub push was 253 days ago (slowing maintenance, Oct 31, 2025). Validate activity before betting a new project on whistleblower.
- 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 (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 (Repello-AI/whistleblower) · observed Jul 11, 2026
- GitHub forks (Repello-AI/whistleblower) · observed Jul 11, 2026
- Last push (Repello-AI/whistleblower) · observed Oct 31, 2025
- License file (unknown) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: academic-research-skills 37k · whistleblower 157 (synced Jul 11, 2026).
Common questions
- What is the difference between academic-research-skills and whistleblower?
- academic-research-skills: Academic Research Skills for Claude Code: research → write → review → revise → finalize. whistleblower: Whistleblower is a offensive security tool for testing against system prompt leakage and capability discovery of an AI application exposed through API. Built for AI engineers, security researchers and. See the comparison table for live GitHub stats and shared categories.
- When should I choose academic-research-skills over whistleblower?
- Choose academic-research-skills over whistleblower when Tags unique to academic-research-skills: peer-review, academic-writing, ai-research, claude; Also covers Data & Retrieval; More GitHub stars (37k vs 157) - visibility, not fit.
- When should I choose whistleblower over academic-research-skills?
- Choose whistleblower over academic-research-skills when Tags unique to whistleblower: jailbreaks, hacktoberfest, hacktoberfest2025, ai-security.
- When should I avoid academic-research-skills?
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough.
- When should I avoid whistleblower?
- Last GitHub push was 253 days ago (slowing maintenance, Oct 31, 2025). Validate activity before betting a new project on whistleblower. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Is academic-research-skills or whistleblower more popular on GitHub?
- academic-research-skills has more GitHub stars (37,300 vs 157). Stars measure visibility, not whether either tool fits your constraints.
- Are academic-research-skills and whistleblower open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to academic-research-skills or whistleblower?
- GraphCanon lists graph-backed alternatives at academic-research-skills alternatives and whistleblower alternatives (academic-research-skills markdown twin, whistleblower 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, academic-research-skills or whistleblower?
- academic-research-skills: Very active. whistleblower: Slowing. 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 academic-research-skills and whistleblower?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: academic-research-skills trust report; whistleblower trust report.