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Agent skill · Audited from source

Architectural Analysis

skill · pedronauck/skillsLicence not declaredAudited 16 Oct 2026 · source 118e61cf1c61

★ 637pushed 31 days ago
✓SAFEGrade B · 89/100 · 16 Oct 2026 · 118e61c
637repo stars · whole pedronauck/skills

Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 118e61cf1c61 and found no filesystem, network or shell access and no hard-coded secrets. What it does: Audit architecture, dead code, duplication, type confusion, and code smells across a codebase. Excludes formatting, performance profiling, security audits, and feature-level reviews.

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Cite this page

ModelsAtlas. “Architectural Analysis (pedronauck/skills)”. Retrieved 16 Oct 2026. https://modelsatlas.com/skills/pedronauck/architectural-analysis

Trust audit

Audit 0.4.1 · source read 16 Oct 2026

Trust score89/100✓SAFE B
0 critical0 high0 medium0 low0 info

SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 16,667 of 17,602 audited skills.

What the source does

  • FilesystemNone observedNo reads or writes in the source
  • NetworkNone observedNo outbound calls in the source
  • ShellNone observedNo commands run in the source
  • DependenciesPinnedNothing floats
  • SecretsNone foundNo keys in source

Five audit layers

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityPASS0
L1 Static sourceSecrets, path traversal, supply chain, hidden codeNA0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS0
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: no behavioural pass.

Findings (0)

No findings at any severity. We re-audit when the source changes.

Audit 0.4.1 · source sha 118e61cf1c61 · 16 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

  • Publisherpedronauck GitHub userOwner of the repository this skill is read from
  • Source folderpedronauck/skills/skills/mine/architectural-analysisThe exact folder we audited
  • LicenceNot declaredAs the repository states it
  • Commit pinned for this verdict118e61cf1c61A new audit runs when the source changes
  • Repository statusNot archivedLast push 31 days ago
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its description: Audit architecture, dead code, duplication, type confusion, and code smells across a codebase. Excludes formatting, performance profiling, security audits, and feature-level reviews.

---
name: architectural-analysis
description: "Audit architecture, dead code, duplication, type confusion, and code smells across a codebase. Excludes formatting, performance profiling, security audits, and feature-level reviews."
disable-model-invocation: true
metadata:
  author: Pedro Nauck
  github: https://github.com/pedronauck
  repository: https://github.com/pedronauck/skills
---

# Architectural Analysis

Audit the requested scope and report concrete design problems. An audit alone is read-only; existing explicit authorization to apply findings can include remediation. Use the project's boundaries and public compatibility policy when judging a design.

1. Resolve scope from the request/context. Map entry points and relevant dependencies with `rg --files`, scoped `rg` searches, and available static-analysis output. Do not create one todo per source file or assume a TypeScript stack.
2. Prioritize signals: dead exports, duplicated responsibilities, cycles, confused ownership/types, and expensive change patterns. Read the matching section of `references/detection-catalog.md` when classifying a candidate; thresholds are clues, not automatic defects.
3. Trace usage before declaring code dead, including dynamic loading, reflection, framework hooks, tests, and published APIs. An unreferenced public export is not safe to delete solely because this checkout has no consumer.
4. Confirm each material finding in source. Explain the behavior or maintenance cost, cite paths/lines, state uncertainty, and propose the smallest useful change. Avoid a separate generic smell sweep when it adds no evidence.
5. Match report size to the request. For a broad audit, use `assets/report-template.md` as an adaptable outline and save `.audits/architectural-analysis-<timestamp>.md`; distinguish inspected and uninspected areas. For a narrow answer, a concise finding list is enough. Missing coverage must never be reported as `None found`.
6. Summarize the important findings and evidence. Existing source and summary templates are optional presentation aids, not two required reports.

Excerpt, first 2,093 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

Install

Pinned to the audited commit 118e61c

Download folder ↗
git clone https://github.com/pedronauck/skills
git -C skills checkout 118e61cf1c61

The author documents no install command, so this uses the repository directly. Our verdict covers commit 118e61cf1c61 only.

Works in

The author has not said which agents this skill supports, and we have not tested it in any.

Audit history

Every audit, every source change

  1. ✓SAFE B 89 / 100

    first audit · source 118e61cf1c61

Similar skills

Questions about Architectural Analysis

What does the Architectural Analysis skill do?
My personal favorite skills
Is Architectural Analysis 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 Architectural Analysis access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (118e61cf1c61), read on 2026-10-16. The repository is watched, and a new audit runs when it changes — this is the first audit.

Sources

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