Agent Architecture Audit
Diagnose a misbehaving agent across 12 stack layers, from system prompt to hidden repair loops, with severity-ranked findings.
- What
- Diagnose a misbehaving agent across 12 stack layers, from system prompt to hidden repair loops, with severity-ranked findings.
- Cost
- Free
- Needs
- Use "Agent Architecture Audit" with your Muse.
- Install
- Copy the installer prompt below into your Muse — your agent does the rest.
Curated by Skill Harbor: a full-stack diagnostic workflow for agent and LLM applications that hide failures behind wrapper layers. It audits 12 layers (system prompt, session history, long-term memory, distillation, active recall, tool selection, tool execution, tool interpretation, answer shaping, platform rendering, hidden repair loops, persistence) against five failure patterns: wrapper regression (the model is fine, the wrapper makes it worse), memory contamination (old topics leaking into new conversations), tool discipline failure ("must use tool X" only in prompt text, never enforced in code), rendering or transport corruption, and hidden agent layers silently mutating output. Four-phase workflow: scope the audit, collect evidence (with rg recipes for each anti-pattern), map failures (symptom, mechanism, source layer, root cause, evidence, confidence), then a code-first fix strategy ordered by severity (critical, high, medium, low) with a structured JSON report schema. Includes 7 quick diagnostic questions and a blunt reporting rule: if the system is broken, say so directly. It references sibling ECC skills (agent-introspection-debugging, agent-eval, security-review, autonomous-agent-harness, agent-harness-construction), which are separate skills not all listed here. By @affaan-m, listed here with credit to its creator. From the affaan-m/ECC repository (MIT). Honest caveats: built for developers with codebase access; inside Muse it works as a diagnostic interview and audit framework rather than automated scanning. Skill Harbor never reviews the code, review it yourself before use.
Version:
Install
Copy the install package below, then paste it into MuseCommunity-built. Skill Harbor doesn't audit code — review the source before installing.
Use "Agent Architecture Audit" with your Muse. Prerequisites: the Muse app (mobile or web), and access to the agent system you want to audit (codebase, logs, configs). No installation, no API key. 1. Open the skill: https://github.com/affaan-m/ECC/blob/main/skills/agent-architecture-audit/SKILL.md and copy the full SKILL.md text. 2. Paste it into a chat with Muse and add: "Audit this agent system: [what it does, model stack, symptoms, when it started]. Start with Phase 1 scoping." 3. Walk the evidence collection with your codebase at hand (or describe the architecture), then ask Muse to map each finding to its layer and rank by severity. Tip: answer the 7 quick diagnostic questions first. They point at the failing layer in minutes. Safety: a skill is plain-text instructions; it runs nothing by itself. Never paste secrets, credentials, or private user data into a chat, and review anything Muse proposes before it acts.
Saved to your recent installs. Find it anytime on /connect.
Questions
How do I install a build?
Every product page includes a copy-paste install prompt. Paste it into your Muse and it sets the build up for you — no manual configuration.
Where does my money go?
Straight to the seller. Skill Harbor never processes payments: checkout happens on the seller’s own page, usually Stripe.
What does the ✓ next to a creator’s name mean?
It means we confirmed the identity of the person behind the listing. It says nothing about the code itself — always check a build before installing it.