Assess Agent Resilience
Agent frameworks often hide failure paths, weak isolation, and incomplete recovery behavior. This skill guides structured reviews of propagation, sandboxing, retries, fallbacks, and production readiness.
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "resilience-analysis" from https://skillstore.io/skills/dowwie-resilience-analysis.md and its manifest at https://skillstore.io/api/skills/dowwie-resilience-analysis/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.
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Using "resilience-analysis". Review an agent framework that retries rate limits but lets state validation errors propagate.
Expected outcome:
Using "resilience-analysis". Assess a generated-code tool that runs user code in a subprocess with timeout controls.
Expected outcome:
The flagged eval, exec, subprocess, and backtick patterns are Markdown examples or inline references in SKILL.md. No executable implementation, network behavior, credential access, or prompt-injection text was found in the reviewed file.
Share the versioned assessment report, neutral badge, embed card, and citations. Skillstore reports evidence without deciding whether this Skill is safe.
https://skillstore.io/skills/dowwie-resilience-analysis/audits/8?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report[](https://skillstore.io/skills/dowwie-resilience-analysis?utm_source=security_passport_badge)<a href="https://skillstore.io/skills/dowwie-resilience-analysis?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/dowwie-resilience-analysis/security.svg" alt="Skillstore security assessment" loading="lazy"></a><iframe src="https://skillstore.io/embed/skills/dowwie-resilience-analysis.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>Dowwie. (2026). resilience-analysis security audit report (audit version 8) [Author version unspecified]. Skillstore. https://skillstore.io/skills/dowwie-resilience-analysis/audits/8@techreport{dowwie-dowwie-resilience-analysis-2026,
author = {Dowwie},
title = {resilience-analysis security audit report (audit version 8)},
institution = {Skillstore},
year = {2026},
number = {8},
url = {https://skillstore.io/skills/dowwie-resilience-analysis/audits/8},
note = {Author version unspecified}
}cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "resilience-analysis security audit report (audit version 8)"
version: "unspecified"
type: report
authors:
- name: "Dowwie"
date-released: "2026-07-06"
url: "https://skillstore.io/skills/dowwie-resilience-analysis/audits/8"
identifiers:
- type: other
value: "skillstore:dowwie-resilience-analysis:audit:8"
description: "Skillstore immutable audit report identifier"
Trace how exceptions, timeouts, malformed output, and state failures move through an agent framework.
Compare sandboxing controls, resource limits, and network restrictions before enabling generated code execution.
Summarize retry behavior, fallback coverage, critical gaps, and release risks in a consistent format.
Use the resilience-analysis skill to review this agent code. Map error propagation, recovery behavior, and missing containment points.
Assess the sandboxing model for this agent framework. Identify execution boundaries, filesystem access, network access, and resource limits.
Analyze retry, fallback, timeout, and circuit breaker behavior. Explain which failures recover and which failures still propagate.
Produce a resilience report for this framework. Include propagation maps, sandbox assessment, recovery mechanisms, critical gaps, and readiness status.
Author
DowwieLicense
MIT
Skillstore revision
r1
Version notice
The author did not declare a version.
Repository
https://github.com/Dowwie/agent_framework_study/tree/main/.claude/skills/resilience-analysisRef
72d5025b022c77f7a51bdf5c1637c689c80e89d1
Maintenance freshness
7/20/2026
Usage
4 downloads · 259 views
File structure
📄 SKILL.md
Analyze Agent Memory Architecture
Agent frameworks often hide how context, memory, and token budgets interact. This skill gives Claude, Codex, and Claude Code a structured way to inspect memory flow and compare design choices.
Map Agent Control Loops
Agent frameworks hide reasoning loops across scattered files. This skill guides Claude, Codex, and Claude Code to find loops, step functions, and termination conditions.
Analyze Multi-Agent Coordination
Multi-agent systems can hide brittle handoffs, shared-state coupling, and unclear communication paths. This skill guides Claude, Codex, or Claude Code to map coordination models and produce a structured review.
Evaluate Component Models in Frameworks
Framework extension points can be hard to compare across codebases. This skill guides Claude, Codex, and Claude Code through abstraction, dependency injection, and configuration analysis.
Build Framework Decision Matrices
Technical teams often need to compare frameworks with clear criteria and evidence. This skill turns analysis notes into structured matrices, trade-off summaries, and recommendations.
Analyze Agent Execution Engines
Agent frameworks hide concurrency, topology, events, and hooks across many files. This skill guides Claude, Codex, or Claude Code through a structured execution-engine review.
Review Error Handling Fundamentals
by DanielPodolsky
Poor error handling hides failures, confuses users, and slows production debugging. This skill guides reviews toward clear messages, recovery paths, and useful logs.
Improve Application Error Handling
by EIS-ITS
Inconsistent error handling can hide failures and confuse users. This skill guides Claude, Codex, and Claude Code toward clear exceptions, validation, cleanup, and recovery paths.
Build Reliable Error Handling
by sickn33
Unhandled failures obscure root causes and weaken application reliability. This skill applies typed errors, retries, circuit breakers, cleanup, and graceful degradation across common programming languages.
Improve Rust Error Handling
by EmilLindfors
Many Rust codebases hide failures behind panics or vague errors. This skill reviews patterns and suggests idiomatic Result, thiserror, and anyhow improvements.
Build Resilient React UI States
by ChrisWiles
React interfaces often fail to show clear loading, error, empty, and submission states. This skill gives practical patterns for predictable async UI behavior.
Improve Rust Errors with thiserror
by EmilLindfors
Rust error enums can become verbose and lose source context. This skill guides Claude, Codex, and Claude Code to create idiomatic thiserror types.