Skill audit report
senpi-why Audit report.
Answer "what makes Senpi different?" / "why Senpi?" / "Senpi vs other trading apps or bots?" — the positioning answer, led by value, not a feature dump. Use for "why should I use Senpi", "how is Senpi different", "what's special/unique about Senpi", "Senpi vs <competitor>", "is Senpi just another trading UI". Lead with the category difference — an AI that runs your strategy 24/7 — then three proof pillars; keep the machinery under the hood and never promise outcomes. Pure narration, no engine; for exact live numbers (fee tier, market count) call the existing tools.
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
119 GitHub stars
Stars/forks activity
WARN57
119 stars, 35 forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
1mo since push
License clarity
PASS86
Apache-2.0
README/SKILL.md completeness
INFO76
Public metadata needs stronger README/SKILL.md context
Dependency/runtime risk
PASS90
no major dependency risk hints in public metadata
Install availability
PASS92
npx skills add Senpi-ai/senpi-skills --skill senpi-why
Install command safety
PASS92
standard package or runtime install path
Permission surface
PASS100
no high-risk permission surface in public metadata
Repository evidence
PASS86
https://github.com/Senpi-ai/senpi-skills/tree/main/senpi-why
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 Senpi-ai/senpi-skills --skill senpi-why
Repository
88
https://github.com/Senpi-ai/senpi-skills/tree/main/senpi-why
License
86
Apache-2.0
Maintenance
88
1mo since push
AI review
88
Approved with no listed issues
README/SKILL.md completeness
84
Usable description available
Dependency risk
90
no major dependency risk hints in public metadata
Install command safety
92
standard package or runtime install path
Permission surface
100
no high-risk permission surface in public metadata
Stars/forks activity
57
119 stars, 35 forks; issue activity unavailable in current metadata
Adoption
68
119 GitHub stars
Financial decision safety
20
Potential execution surface detected; do not connect live broker, exchange, wallet, or payment credentials.
Warnings
- Financial research output is not financial advice; require human review before any live investment decision
- Potential broker, wallet, exchange, or real-money execution surface; sandbox and explicit approval are required
- Financial research output is not financial advice; require human review before any live investment decision.
- This skill may touch real-money trading, broker, wallet, or exchange operations; use only in a sandbox with explicit approval.
- Quality score needs review
- Stars/forks activity: 119 stars, 35 forks; issue activity unavailable in current metadata
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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