Skill audit report
deep-research Audit report.
Answer a broad, open-ended, or multi-part question by iteratively searching MFS-indexed sources, following up on gaps, and synthesizing a cited report — the same "reason and search over private data" job zilliztech/deep-searcher does, but as a skill on top of `mfs-find` instead of a standalone framework. Use when the user asks for a report, a comprehensive/synthesized answer, a "what do we know about X across everything we have", or a question that can't be answered from a single search hit. Trigger phrases include "write a report on X", "deep-dive into X using our data", "research X across all our sources", "give me a comprehensive answer on X with citations", "synthesize what we know about X". Do NOT use for a single fact lookup or a targeted question with an obvious one-hit answer — use `mfs-find` directly for that; this skill is for genuinely broad, multi-angle asks. Requires `mfs-find` for the underlying search/read mechanics.
OpenAgentSkill Trust Score
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
INFO62
134 GitHub stars
Stars/forks activity
WARN57
134 stars, 16 forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
2mo since push
License clarity
PASS86
Apache-2.0
README/SKILL.md completeness
INFO76
Public metadata needs stronger README/SKILL.md context
Dependency/runtime risk
INFO64
command execution surface, database surface
Install availability
PASS92
npx skills add zilliztech/mfs --skill deep-research
Install command safety
PASS92
standard package or runtime install path
Permission surface
WARN50
shell or command execution, filesystem or document access
Repository evidence
PASS86
https://github.com/zilliztech/mfs/tree/main/examples/deep-research-skill/deep-research
Review status
PASS88
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install and adoption review
Install path
92
npx skills add zilliztech/mfs --skill deep-research
Repository
88
https://github.com/zilliztech/mfs/tree/main/examples/deep-research-skill/deep-research
License
86
Apache-2.0
Maintenance
88
2mo since push
AI review
88
Approved with no listed issues
README/SKILL.md completeness
84
Usable description available
Dependency risk
64
command execution surface, database surface
Install command safety
92
standard package or runtime install path
Permission surface
50
shell or command execution, filesystem or document access
Stars/forks activity
57
134 stars, 16 forks; issue activity unavailable in current metadata
Adoption
68
134 GitHub stars
Warnings
- Permission surface may require sandboxing
- Quality score needs review
- Permission surface needs review: shell or command execution, filesystem or document access
- Stars/forks activity: 134 stars, 16 forks; issue activity unavailable in current metadata
- Permission surface: shell or command execution, filesystem or document access
Method
This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.
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