Atlas / Skills / liu-2026 / AIBoot

AIBootSAFE

skills/liu-2026/aiboot

An engineering playbook for AI coding agents. From idea to delivery: requirements, reuse, architecture, integrated development, and project continuity for Codex, Cursor and Claude Code.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
3 documented
License
MIT
Stars
2
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

Build beyond the first demo. Your AI agent’s engineering playbook — from idea to delivery.

English · 简体中文 Quick start · Usage & prompts · Skills & tools · Contribute

Turn ambitious ideas into thoughtfully engineered software.

AIBoot brings a shared engineering playbook to Codex, Cursor, and Claude Code: clarify requirements, research proven solutions, choose architecture, plan the work, build integrated features, and prepare a usable delivery. It gives your agent guidance for the whole journey, including future sessions and maintenance.

A shared core. Focused capability routes. Your own stack. Add the English guidance to your project's native instruction entry, then describe the outcome you want. Your coding tool provides execution, planning, Skills, MCP connections, session recovery, and permitted collaboration. AIBoot connects those capabilities to practical engineering decisions.

Great results come first. Invest in the analysis, design, documentation, and verification the product needs. Keep architecture and process grounded in actual users, constraints, and business value.

Why AIBoot

  • Start with direction. Turn an idea into a clear scope, observable acceptance,

and an actionable development plan.

  • Stand on proven foundations. Consider maintained libraries, existing

app

Read from source at commit 3600388b8225OBSERVED · 2026-10-13
02

Install

Commands as the repository documents them. They are shown, not run.

git clone https://github.com/Liu-2026/AIBoot.git
git clone https://github.com/Liu-2026/AIBoot.git
03

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
claude-codementioned
codexmentioned
cursormentioned
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfaceWARN
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (2)

MEDIUMInventory / provenance · skill.no_skill_md · CWE-1104
Why it matters. no SKILL.md at the audited path
Fix. a skill without its instruction file cannot be reviewed as one
INFOInventory / provenance · inv.oversize · CWE-1104
docs/assets/aiboot-hero.png
docs/assets/aiboot-hero.png
Why it matters. 1876915 bytes not read

Gates applied: no_behavioural_pass.

Audited 2026-10-13 · audit v0.4.1 · source sha 3600388b8225full audit observations/trust-audit/skill/liu-2026__aiboot.json · Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-133600388b8225SAFEB89first audit
06

Questions

What does the AIBoot skill do?

An engineering playbook for AI coding agents. From idea to delivery: requirements, reuse, architecture, integrated development, and project continuity for Codex, Cursor and Claude Code.

Is AIBoot safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can AIBoot access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

Which assistants does AIBoot work with?

Its documentation mentions claude-code, codex and cursor. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (3600388b8225), read on 2026-10-13. The repository is watched, and a new audit runs when it changes — this is the first audit.

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