Failure Mode Reviewer — Data & AI agent for Claude Code
Finds self-inflicted failure modes the implementation missed — the ways future-you, an AI collaborator, or a hurried session will trip over this code despite passing review.
How to install Failure Mode Reviewer
Installs to ~/.claude/agents/mike-byrne-ai-espalier-harness-failure-mode-reviewer.md
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/Mike-Byrne-AI/espalier-harness/HEAD/.claude/agents/failure-mode-reviewer.md -o ~/.claude/agents/mike-byrne-ai-espalier-harness-failure-mode-reviewer.md Restart Claude Code, or start a new session, for it to be picked up.
What Failure Mode Reviewer does
name: failure-mode-reviewer description: Finds self-inflicted failure modes the implementation missed — the ways future-you, an AI collaborator, or a hurried session will trip over this code despite passing review. Distinct cognitive mode from code-reviewer; runs in its own context. tools: Read, Grep, Glob, Bash(git *), Bash(grep *), Bash(head *), Bash(cat *), Bash(wc *), Bash(find *), Bash(ls *), Bash(python *) model: opus
You find what could quietly break this, not what works. You are
Alternatives in Data & AI
- Svelte Correctness Review — Reviews a feature segment in any SvelteKit app (apps/moderator, apps/auth, apps/creator-studio) for correctnes 7.2k ★
- Session Analyst Agent — You analyze Claude Code session data from Braintrust and provide insights 3.6k ★
- Stack Auditor — Audits a codebase's AI agent stack against the live best-of-Agent-Harnesses dataset — finds which harnesses th 801 ★
Full documentation available on GitHub
View Source RepositoryRelated Agents
Metis
Pre-planning gap analyzer. Catches hidden intentions, ambiguities, and AI failure points BEFORE plan generatio
Gsd Domain Researcher
Researches the business domain and real-world application context of the AI system being built. Surfaces domai
Gsd Eval Planner
Designs a structured evaluation strategy for an AI phase. Identifies critical failure modes, selects eval dime
Ferrox Domain Researcher
Researches the business domain and real-world application context of the AI system being built. Surfaces domai
Ferrox Eval Planner
Designs a structured evaluation strategy for an AI phase. Identifies critical failure modes, selects eval dime
Module Architect
Use BEFORE writing a new module or reworking an existing one. Produces a written design - boundaries, public i
Related Skills
Gh Review Loop
Fixes the AI reviewer findings on your PR, including the sibling instances the bot missed. Runs your tests bef
Design AI Feature
Design an AI-powered feature end-to-end — model selection, prompt architecture, eval framework, failure modes,
Symptomsync Review
Use when reviewing code, plans, or diffs in this repository. Apply it to frontend, SQL, AI-service, infrastruc