Comparison
DecryptPrompt vs awesome
Verdict
Pick DecryptPrompt when tags unique to DecryptPrompt: chain-of-thought, llm, few-shot-learning, instruction-tuning; pick awesome when tags unique to awesome: resources, awesome-list.
Markdown twin · DecryptPrompt alternatives · awesome alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | DecryptPrompt | awesome |
|---|---|---|
| Maintenance | Steady (66d 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) | No lockfile As of today · none | No lockfile As of today · none |
Tagline
- DecryptPrompt
- 总结Prompt&LLM论文，开源数据&模型，AIGC应用
- awesome
- 😎 Curated list of awesome topics including hardware resources
Stars
- DecryptPrompt
- 3.4k
- awesome
- 484k
Forks
- DecryptPrompt
- 322
- awesome
- 36k
Open issues
- DecryptPrompt
- 1
- awesome
- 92
Language
- DecryptPrompt
- -
- awesome
- -
Adopt for
- DecryptPrompt
- -
- awesome
- -
Persona
- DecryptPrompt
- -
- awesome
- -
Runtime
- DecryptPrompt
- -
- awesome
- -
License
- DecryptPrompt
- -
- awesome
- CC0-1.0
Last pushed
- DecryptPrompt
- May 6, 2026
- awesome
- Jun 30, 2026
Categories
- DecryptPrompt
- LLM Frameworks, AI Agents
- awesome
- LLM Frameworks
Trust and health
Maintenance
- DecryptPrompt
- Steady (60%)
- awesome
- Active (82%)
Days since push
- DecryptPrompt
- 66d
- awesome
- 11d
Open issues (now)
- DecryptPrompt
- 1
- awesome
- 92
Full report
- DecryptPrompt
- Trust report
- awesome
- Trust report
Choose DecryptPrompt if…
- Tags unique to DecryptPrompt: chain-of-thought, llm, few-shot-learning, instruction-tuning.
- Also covers AI Agents.
- Leaner open-issue backlog (1).
When NOT to use DecryptPrompt
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (DSXiangLi/DecryptPrompt) · observed Jul 11, 2026
- GitHub forks (DSXiangLi/DecryptPrompt) · observed Jul 11, 2026
- Last push (DSXiangLi/DecryptPrompt) · observed May 6, 2026
- 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: DecryptPrompt 3.4k · awesome 484k (synced Jul 11, 2026).
Common questions
- What is the difference between DecryptPrompt and awesome?
- DecryptPrompt: 总结Prompt&LLM论文，开源数据&模型，AIGC应用. awesome: 😎 Curated list of awesome topics including hardware resources. See the comparison table for live GitHub stats and shared categories.
- When should I choose DecryptPrompt over awesome?
- Choose DecryptPrompt over awesome when Tags unique to DecryptPrompt: chain-of-thought, llm, few-shot-learning, instruction-tuning; Also covers AI Agents; Leaner open-issue backlog (1).
- When should I choose awesome over DecryptPrompt?
- Choose awesome over DecryptPrompt when Tags unique to awesome: resources, awesome-list; More GitHub stars (484k vs 3.4k) - visibility, not fit.
- When should I avoid DecryptPrompt?
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- 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 DecryptPrompt or awesome more popular on GitHub?
- awesome has more GitHub stars (484,026 vs 3,422). Stars measure visibility, not whether either tool fits your constraints.
- Are DecryptPrompt and awesome open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to DecryptPrompt or awesome?
- GraphCanon lists graph-backed alternatives at DecryptPrompt alternatives and awesome alternatives (DecryptPrompt 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, DecryptPrompt or awesome?
- DecryptPrompt: Steady. 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 DecryptPrompt and awesome?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: DecryptPrompt trust report; awesome trust report.