Skill audit report

aidd-context:01:bootstrap 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).

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 5, 2026Heuristic metadata audit

Audit

Trust

Quality

Security

Maintain

Install

OpenAgentSkill Trust Score

Manual review

OpenAgentSkill Trust Score

The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

INFO

455 GitHub stars

Stars/forks activity

WARN

455 stars, 38 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

2mo since push

License clarity

PASS

MIT

README/SKILL.md completeness

PASS

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

command execution surface, database surface

Install availability

PASS

npx skills add ai-driven-dev/framework --skill aidd-context:01:bootstrap

Install command safety

PASS

standard package or runtime install path

Permission surface

WARN

shell or command execution, filesystem or document access

Repository evidence

PASS

https://github.com/ai-driven-dev/framework/tree/main/cli/tests/fixtures/framework-real/plugins/aidd-context/skills/01-bootstrap

Review status

INFO

AI review data available

Agent Proven outcomes

INFO

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 12 Needs review

Install path

PASS

npx skills add ai-driven-dev/framework --skill aidd-context:01:bootstrap

Repository

PASS

https://github.com/ai-driven-dev/framework/tree/main/cli/tests/fixtures/framework-real/plugins/aidd-context/skills/01-bootstrap

License

PASS

MIT

Maintenance

PASS

2mo since push

AI review

CHECK

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.

README/SKILL.md completeness

PASS

Usable description available

Dependency risk

CHECK

command execution surface, database surface

Install command safety

PASS

standard package or runtime install path

Permission surface

FIX

shell or command execution, filesystem or document access

Stars/forks activity

FIX

455 stars, 38 forks; issue activity unavailable in current metadata

Adoption

INFO

455 GitHub stars

Warnings

Permission surface may require sandboxing
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.
The skill description mentions '17-item checklist' in the assets section, which conflicts with the 24-item count used elsewhere.
Action 01 says '17-item checklist' in the process step 1, but the skill overview says 24 items. This could confuse agents.
Quality score needs review
Permission surface needs review: shell or command execution, filesystem or document access
Stars/forks activity: 455 stars, 38 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.

Install path

Review the report before installing into production agents.

$ npx skills add ai-driven-dev/framework --skill aidd-context:01:bootstrap

Agent-readable metadata

Machine decision packet

Embedded JSON exposes suited tasks, suited agents, install command, trust score, safety gate, alternatives, and do-not-use conditions for agent review.

Install policy: review
Best agents: Codex + Claude Code
Alternatives: 3

Open agent JSON

Signals

Audit score: 75/100
Quality: 71/100
Trust: 66/100
Install safety: 92/100
Permission surface: 50/100
Maintenance: 2mo since push
Events: 11 events
GitHub stars: 455
Last push: Sep 5, 2026

Agent safety v2

43/100 · Avoid automatic install

Experimentalreview

Sparse or mixed signals. Useful for discovery, but not for autonomous installation.

Test manually in an isolated workspace and compare against safer alternatives.

High-risk permission hints: Shell or command execution
43/100 agent safety score

Shell or command execution

high

Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.

Network access

medium

Skill likely fetches remote pages, APIs, repositories, or external services.

Filesystem access

medium

Skill may read or write project files, documents, generated artifacts, or local workspace state.

Database access

medium

Skill may inspect schemas, query databases, or work with persistent stores.

High-risk permission hints: Shell or command execution
Permission surface may require sandboxing

Back to skill Alternatives Audit badge SVG

Compare nearby options

Related skills to audit next

Wazuh

Wazuh - The Open Source Security Platform. Unified XDR and SIEM protection for endpoints and cloud workloads.

16K Stars · Audit report

Maigret

🕵️‍♂️ Collect a dossier on a person by username from 3000+ sites

33K Stars · Audit report

Nuclei

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