Skill audit report
ai-systems-coach Audit report.
Critique a hand-drawn stock-flow / causal-loop diagram and identify the system archetype. Use when the user wants to analyze a stock-flow diagram, validate stocks/flows/loops, identify a system archetype (the eight from Pegasus/Senge - Limits to Growth/Success, Shifting the Burden + Addiction, Fixes That Fail, Drifting Goals, Escalation, Growth and Underinvestment, Success to the Successful, Tragedy of the Commons), find leverage points (Meadows hierarchy), or prepare a system dynamics model for simulation. Triggers on Russian and English requests like "разбери мою stock-flow диаграмму", "какой это архетип", "leverage points", "critique my causal loop diagram", "limits to growth", "shifting the burden", "fixes that fail", "пределы роста", "сдвиг бремени", "решения, которые проваливаются", "экспресс-режим", "drifting goals", "escalation", "tragedy of the commons", "success to the successful", "growth and underinvestment", "дрейф целей", "эскалация", "трагедия общин", "успех успешным", "
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
FAIL30
23 GitHub stars
Stars/forks activity
FAIL32
23 stars, 7 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
5d since push
License clarity
PASS86
MIT
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
INFO72
command execution surface
Install availability
PASS92
npx skills add BayramAnnakov/systems-thinking-skills --skill ai-systems-coach
Install command safety
PASS92
standard package or runtime install path
Permission surface
INFO76
shell or command execution
Repository evidence
PASS86
https://github.com/BayramAnnakov/systems-thinking-skills/tree/main/skills/ai-systems-coach
Review status
WARN46
AI review approval is missing
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install and adoption review
Install path
92
npx skills add BayramAnnakov/systems-thinking-skills --skill ai-systems-coach
Repository
88
https://github.com/BayramAnnakov/systems-thinking-skills/tree/main/skills/ai-systems-coach
License
86
MIT
Maintenance
100
5d since push
AI review
55
Review approval is missing
README/SKILL.md completeness
86
Usable description available
Dependency risk
72
command execution surface
Install command safety
92
standard package or runtime install path
Permission surface
76
shell or command execution
Stars/forks activity
32
23 stars, 7 forks; issue activity unavailable in current metadata
Adoption
42
23 GitHub stars
Financial decision safety
58
Research-only use: do not treat output as financial advice or execute a position without human approval.
Warnings
- Financial research output is not financial advice; require human review before any live investment decision
- Low GitHub adoption signal
- AI review approval is missing
- Financial research output is not financial advice; require human review before any live investment decision.
- Quality score needs review
- GitHub adoption: 23 GitHub stars
- Stars/forks activity: 23 stars, 7 forks; issue activity unavailable in current metadata
- Review status: AI review approval is missing
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.
Compare nearby options