Skills architectural-forensics

📦

architectural-forensics

Name: architectural-forensics
Author: Dowwie

Content revision r1 Safe 📁 Filesystem access⚙️ External commands

Analyze Agent Framework Architecture

Agent framework design is hard to compare because behavior spans code structure and reasoning patterns. This skill guides Claude, Codex, and Claude Code through a staged architecture forensics workflow.

Supports: Claude Codex Code(CC)

📊 76 Adequate

Install with my Agent

Copy this request to your Agent. It includes the canonical Skill page and manifest.

Agent request

Review the Skillstore skill "architectural-forensics" from https://skillstore.io/skills/dowwie-architectural-forensics.md and its manifest at https://skillstore.io/api/skills/dowwie-architectural-forensics/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.

Your Agent should still show its plan and request any confirmation required by the security policy.

Agent-readable resources

Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.

Markdown detail GET /skills/dowwie-architectural-forensics.md Signed manifest GET /api/skills/dowwie-architectural-forensics/manifest Signed lockfile GET /api/skills/dowwie-architectural-forensics/lockfile

Test it

Using "architectural-forensics". Analyze a single Python agent framework for architecture patterns.

Expected outcome:

A framework summary with engineering decisions, cognitive patterns, notable strengths, risks, and recommendations for reuse.

Using "architectural-forensics". Compare three agent frameworks before choosing a foundation.

Expected outcome:

A decision matrix, anti-pattern catalog, and recommended reference architecture for the planned system.

Using "architectural-forensics". Review how one framework implements tool calling.

Expected outcome:

A focused subsystem report covering schema design, dispatch flow, error handling, and developer experience.

Security Audit

Safe

v8 • 7/6/2026 Open versioned report

No confirmed security issues were found in the reviewed files. The static alerts are Markdown examples, bounded workflow output paths, benign field names, or report headings. No prompt injection or data-exfiltration intent was found.

Files scanned

1,759

Lines analyzed

Review items

False positives ignored

Risk Factors

📁 Filesystem access (8)

references/framework-agent.md:55 references/framework-agent.md:125 references/orchestrator-agent.md:48 references/orchestrator-agent.md:49 references/orchestrator-agent.md:60 references/reader-agent.md:58 references/skill-agent.md:35 references/skill-agent.md:103

⚙️ External commands (33)

No confirmed security findings were detected by the latest completed static and semantic audit. This does not prove the skill has no side effects.

Audited by: codex View Audit History →

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Open versioned report

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Academic citations (APA · BibTeX · CFF)

APA citation

Dowwie. (2026). architectural-forensics security audit report (audit version 8) [Author version unspecified]. Skillstore. https://skillstore.io/skills/dowwie-architectural-forensics/audits/8

BibTeX citation

@techreport{dowwie-dowwie-architectural-forensics-2026,
  author = {Dowwie},
  title = {architectural-forensics security audit report (audit version 8)},
  institution = {Skillstore},
  year = {2026},
  number = {8},
  url = {https://skillstore.io/skills/dowwie-architectural-forensics/audits/8},
  note = {Author version unspecified}
}

CITATION.cff

cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "architectural-forensics security audit report (audit version 8)"
version: "unspecified"
type: report
authors:
  - name: "Dowwie"
date-released: "2026-07-06"
url: "https://skillstore.io/skills/dowwie-architectural-forensics/audits/8"
identifiers:
  - type: other
    value: "skillstore:dowwie-architectural-forensics:audit:8"
    description: "Skillstore immutable audit report identifier"

Skillstore Score

Why this score Evidence Confidence: High

Architecture

Maintainability

Content

Community

Spec Compliance

What You Can Build

Evaluate Framework Candidates

Compare agent frameworks before adopting one for a platform or product team.

Design A New Agent Runtime

Extract reusable patterns and avoid known architecture problems during system design.

Document Technical Due Diligence

Create evidence-based architecture reports for acquisition, vendor, or open source reviews.

Try These Prompts

Map One Framework

Analyze the agent framework at [path]. Create a concise architecture summary with engineering chassis, cognitive architecture, and key tradeoffs.

Compare Two Frameworks

Compare [framework A] and [framework B]. Focus on execution engines, memory, tool interfaces, and error handling. Recommend patterns to reuse.

Audit One Subsystem

Study the tool interface in [framework]. Cite files and summarize schema generation, dispatch behavior, error feedback, and extension points.

Build Reference Architecture

Analyze [framework list], build a comparison matrix, identify anti-patterns, and draft a reference architecture for a new agent framework.

Best Practices

Start with a fresh codebase map so agents analyze current files.
Keep framework outputs separated to preserve evidence and avoid cross-contamination.
Review generated recommendations before turning them into implementation plans.

Avoid

Do not use the synthesis phase before individual framework summaries are complete.
Do not treat generated architecture advice as a substitute for source review.
Do not compare frameworks without normalizing versions, languages, and use cases.