Skill audit report
Imagine and validate the technical architecture of a new SaaS through interactive Q&A, candidate-stack comparison, multi-agent audit, and an INSTALL.md output. Use when starting a new SaaS project, choosing a stack, designing the architecture pattern (monolith vs microservices vs serverless), or producing a project's INSTALL.md. Do NOT use for editing an existing project's stack (use direct edits or `aidd-dev:01:plan`), database schema design, or scaffolding actual files (this skill produces docs only, no code).
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
INFO62
455 GitHub stars
Stars/forks activity
WARN57
455 stars, 38 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
7d since push
License clarity
PASS86
MIT
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
INFO64
command execution surface, database surface
Install availability
PASS92
npx skills add ai-driven-dev/framework --skill aidd-context:01:bootstrap
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/ai-driven-dev/framework/tree/main/cli/tests/fixtures/framework-real/plugins/aidd-context/skills/01-bootstrap
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add ai-driven-dev/framework --skill aidd-context:01:bootstrap
Repository
88
https://github.com/ai-driven-dev/framework/tree/main/cli/tests/fixtures/framework-real/plugins/aidd-context/skills/01-bootstrap
License
86
MIT
Maintenance
100
7d since push
AI review
55
Inconsistent item counts: SKILL.md says 24-item checklist (18 user-input + 6 derived), but assets/checklist.md is described as '17-item checklist' and action 05 references 'all 17 items'. Clarify the exact number.
Warnings
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
Wazuh - The Open Source Security Platform. Unified XDR and SIEM protection for endpoints and cloud workloads.
16K Stars · Audit report
🕵️♂️ Collect a dossier on a person by username from 3000+ sites
33K Stars · Audit report
Nuclei is a fast, customizable vulnerability scanner powered by the global security community and built on a simple YAML-based DSL, enabling collaboration to tackle trending vulnerabilities on the internet. It helps you find vulnerabilities in your applications, APIs, networks, DNS, and cloud configurations.
29K Stars · Audit report
README/SKILL.md completeness
86
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
455 stars, 38 forks; issue activity unavailable in current metadata
Adoption
68
455 GitHub stars
Financial decision safety
58
Research-only use: do not treat output as financial advice or execute a position without human approval.