Comparison
deepteam vs academic-research-skills
Verdict
Pick deepteam if deepTeam is a tool to assess security and safety in LLMs and AI agents through an implementation of guardrails; pick academic-research-skills if a guide to utilizing Claude Code for AI-supported tasks in academic work such as prompt engineering during research writing phases.
Markdown twin · deepteam alternatives · academic-research-skills alternatives
GraphCanon updated Sep 20, 2026
10views this month
vs
Trust & integrity
| Signal | deepteam | academic-research-skills |
|---|---|---|
| Maintenance | Active (23d since push) As of Sep 13, 2026 · github_public_v1 | Very active (0d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 13, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- deepteam
- Framework to red team LLMs and AI agents
- academic-research-skills
- Workflow for academic research and writing with AI tools
Stars
- deepteam
- 2.8k
- academic-research-skills
- 49k
Forks
- deepteam
- 449
- academic-research-skills
- 3.8k
Open issues
- deepteam
- 64
- academic-research-skills
- 35
Language
- deepteam
- Python
- academic-research-skills
- Python
Adopt for
- deepteam
- DeepTeam is a tool to assess security and safety in LLMs and AI agents through an implementation of guardrails.
- academic-research-skills
- A guide to utilizing Claude Code for AI-supported tasks in academic work such as prompt engineering during research writing phases.
Persona
- deepteam
- -
- academic-research-skills
- -
Runtime
- deepteam
- -
- academic-research-skills
- -
License
- deepteam
- Apache-2.0
- academic-research-skills
- Other
Last pushed
- deepteam
- Aug 21, 2026
- academic-research-skills
- Sep 19, 2026
Categories
- deepteam
- Evaluation & Observability
- academic-research-skills
- Developer Tools, Evaluation & Observability
Trust and health
Maintenance
- deepteam
- Active (82%)
- academic-research-skills
- Very active (96%)
Days since push
- deepteam
- 23d
- academic-research-skills
- 0d
Open issues (now)
- deepteam
- 64
- academic-research-skills
- 35
Stars delta
- deepteam
- +388 (30d)
- academic-research-skills
- +9.0k (30d)
Open issues delta
- deepteam
- +11 (30d)
- academic-research-skills
- +14 (30d)
Owner type
- deepteam
- Organization
- academic-research-skills
- User
Full report
- deepteam
- Trust report
- academic-research-skills
- Trust report
Shared compatibility
- Python · deepteam: Python runtime · academic-research-skills: Python runtime
Choose deepteam if…
- License: deepteam is Apache-2.0, academic-research-skills is Other.
- Pricing: Free to use and modify under the terms of its Apache 2.0 license, encouraging community contribution and adaptation.
- Requirements: Min 4 GB RAM; Requires a Python environment.; No Docker required for operation..
- Tags unique to deepteam: apache 2.0, llm-guardrails, llm-red-teaming, llm-safety.
- When you need a framework specifically designed for red-teaming large language models and AI agents under the Apache-2.0 license.
When NOT to use deepteam
- If your team requires proprietary or more restrictive licensing conditions, given DeepTeam operates under an open-source Apache-2.0 license.
- When you are working with non-Python programming environments as DeepTeam is only supported in Python.
Choose academic-research-skills if…
- License: academic-research-skills is Other, deepteam is Apache-2.0.
- Tags unique to academic-research-skills: academic-research, academic-writing, ai-assisted-research, prompt-engineering.
- Also covers Developer Tools.
- Research projects requiring detailed literature reviews
When NOT to use academic-research-skills
- Tasks that do not involve academic or formal writing environments
- Projects focused on learning Claude Code without an academic context
- Situations where human judgment is prioritized over AI suggestions
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (confident-ai/deepteam) · observed Sep 20, 2026
- GitHub forks (confident-ai/deepteam) · observed Sep 20, 2026
- Last push (confident-ai/deepteam) · observed Aug 21, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (Imbad0202/academic-research-skills) · observed Sep 20, 2026
- GitHub forks (Imbad0202/academic-research-skills) · observed Sep 20, 2026
- Last push (Imbad0202/academic-research-skills) · observed Sep 19, 2026
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: deepteam 2.8k · academic-research-skills 49k (synced Sep 20, 2026).
Common questions
- What is the difference between deepteam and academic-research-skills?
- deepteam: Framework to red team LLMs and AI agents. academic-research-skills: Workflow for academic research and writing with AI tools. See the comparison table for live GitHub stats and shared categories.
- When should I choose deepteam over academic-research-skills?
- Choose deepteam over academic-research-skills when License: deepteam is Apache-2.0, academic-research-skills is Other; Pricing: Free to use and modify under the terms of its Apache 2.0 license, encouraging community contribution and adaptation; Requirements: Min 4 GB RAM; Requires a Python environment.; No Docker required for operation.; Tags unique to deepteam: apache 2.0, llm-guardrails, llm-red-teaming, llm-safety; When you need a framework specifically designed for red-teaming large language models and AI agents under the Apache-2.0 license.
- When should I choose academic-research-skills over deepteam?
- Choose academic-research-skills over deepteam when License: academic-research-skills is Other, deepteam is Apache-2.0; Tags unique to academic-research-skills: academic-research, academic-writing, ai-assisted-research, prompt-engineering; Also covers Developer Tools; Research projects requiring detailed literature reviews.
- When should I avoid deepteam?
- If your team requires proprietary or more restrictive licensing conditions, given DeepTeam operates under an open-source Apache-2.0 license. When you are working with non-Python programming environments as DeepTeam is only supported in Python.
- When should I avoid academic-research-skills?
- Tasks that do not involve academic or formal writing environments Projects focused on learning Claude Code without an academic context Situations where human judgment is prioritized over AI suggestions
- Is deepteam or academic-research-skills more popular on GitHub?
- academic-research-skills has more GitHub stars (48,762 vs 2,789). Stars measure visibility, not whether either tool fits your constraints.
- Are deepteam and academic-research-skills open source?
- Yes - both are open-source projects on GitHub (deepteam: Apache-2.0, academic-research-skills: Other).
- Where can I find alternatives to deepteam or academic-research-skills?
- GraphCanon lists graph-backed alternatives at deepteam alternatives and academic-research-skills alternatives (deepteam 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, deepteam or academic-research-skills?
- deepteam: Active. 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 deepteam and academic-research-skills?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: deepteam trust report; academic-research-skills trust report.