Comparison
PromptAttack vs awesome
Verdict
Pick PromptAttack when tags unique to PromptAttack: python; pick awesome when tags unique to awesome: resources, awesome-list.
Markdown twin · PromptAttack alternatives · awesome alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | PromptAttack | awesome |
|---|---|---|
| Maintenance | Dormant (536d since push) As of today · github_public_v1 | Active (11d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | 241 low (241 low) As of today · osv@v1 | No lockfile As of today · none |
Tagline
- PromptAttack
- An LLM can Fool Itself: A Prompt-Based Adversarial Attack (ICLR 2024)
- awesome
- 😎 Curated list of awesome topics including hardware resources
Stars
- PromptAttack
- 116
- awesome
- 484k
Forks
- PromptAttack
- 17
- awesome
- 36k
Open issues
- PromptAttack
- 0
- awesome
- 92
Language
- PromptAttack
- Python
- awesome
- -
Adopt for
- PromptAttack
- -
- awesome
- -
Persona
- PromptAttack
- -
- awesome
- -
Runtime
- PromptAttack
- -
- awesome
- -
License
- PromptAttack
- -
- awesome
- CC0-1.0
Last pushed
- PromptAttack
- Jan 21, 2025
- awesome
- Jun 30, 2026
Categories
- PromptAttack
- LLM Frameworks
- awesome
- LLM Frameworks
Trust and health
Maintenance
- PromptAttack
- Dormant (18%)
- awesome
- Active (82%)
Days since push
- PromptAttack
- 536d
- awesome
- 11d
Open issues (now)
- PromptAttack
- 0
- awesome
- 92
Security scan
- PromptAttack
- 241 low (241 low)
- awesome
- No lockfile
Full report
- PromptAttack
- Trust report
- awesome
- Trust report
Choose PromptAttack if…
- Tags unique to PromptAttack: python.
- Leaner open-issue backlog (0).
When NOT to use PromptAttack
- Last GitHub push was 537 days ago (dormant maintenance, Jan 21, 2025). Validate activity before betting a new project on PromptAttack.
- 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 (GodXuxilie/PromptAttack) · observed Jul 11, 2026
- GitHub forks (GodXuxilie/PromptAttack) · observed Jul 11, 2026
- Last push (GodXuxilie/PromptAttack) · observed Jan 21, 2025
- License file (unknown) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (sindresorhus/awesome) · observed Jul 11, 2026
- GitHub forks (sindresorhus/awesome) · observed Jul 11, 2026
- Last push (sindresorhus/awesome) · observed Jun 30, 2026
- License file (CC0-1.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: PromptAttack 116 · awesome 484k (synced Jul 11, 2026).
Common questions
- What is the difference between PromptAttack and awesome?
- PromptAttack: An LLM can Fool Itself: A Prompt-Based Adversarial Attack (ICLR 2024). awesome: 😎 Curated list of awesome topics including hardware resources. See the comparison table for live GitHub stats and shared categories.
- When should I choose PromptAttack over awesome?
- Choose PromptAttack over awesome when Tags unique to PromptAttack: python; Leaner open-issue backlog (0).
- When should I choose awesome over PromptAttack?
- Choose awesome over PromptAttack when Tags unique to awesome: resources, awesome-list; More GitHub stars (484k vs 116) - visibility, not fit.
- When should I avoid PromptAttack?
- Last GitHub push was 537 days ago (dormant maintenance, Jan 21, 2025). Validate activity before betting a new project on PromptAttack. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- When should I avoid awesome?
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Is PromptAttack or awesome more popular on GitHub?
- awesome has more GitHub stars (484,026 vs 116). Stars measure visibility, not whether either tool fits your constraints.
- Are PromptAttack and awesome open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to PromptAttack or awesome?
- GraphCanon lists graph-backed alternatives at PromptAttack alternatives and awesome alternatives (PromptAttack markdown twin, awesome 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, PromptAttack or awesome?
- PromptAttack: Dormant. awesome: 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 PromptAttack and awesome?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: PromptAttack trust report; awesome trust report.