error-recovery
79Recover Failed Subagent Tasks
Subagent workflows can stall when errors, unclear requirements, or contract issues appear. This skill gives retry, context, split, escalation, and abort patterns.
Reuse Project Code Patterns
Teams lose time when generated code ignores established repository conventions. This skill helps Claude, Codex, and Claude Code load project pattern guidance before implementation.
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "patterns" from https://skillstore.io/skills/clouder0-patterns.md and its manifest at https://skillstore.io/api/skills/clouder0-patterns/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 "patterns". Implement a new settings page using existing project patterns.
Expected outcome:
The assistant checks pattern guidance, then identifies component, state, and error handling conventions to follow.
Using "patterns". Review a service design before implementation.
Expected outcome:
The assistant compares the plan with data access and API design patterns, then flags mismatches for revision.
Using "patterns". Help a new contributor understand the repository style.
Expected outcome:
The assistant summarizes the pattern categories and explains which conventions matter for the contributor's task.
The audit found no static security findings in this prompt-only skill. Manual review of SKILL.md found no prompt injection, credential access, network behavior, executable code, or data exfiltration intent. No remediation is required.
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/clouder0-patterns/audits/8?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report[](https://skillstore.io/skills/clouder0-patterns?utm_source=security_passport_badge)<a href="https://skillstore.io/skills/clouder0-patterns?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/clouder0-patterns/security.svg" alt="Skillstore security assessment" loading="lazy"></a><iframe src="https://skillstore.io/embed/skills/clouder0-patterns.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>Clouder0. (2026). patterns security audit report (audit version 8) [Author version unspecified]. Skillstore. https://skillstore.io/skills/clouder0-patterns/audits/8@techreport{clouder0-clouder0-patterns-2026,
author = {Clouder0},
title = {patterns security audit report (audit version 8)},
institution = {Skillstore},
year = {2026},
number = {8},
url = {https://skillstore.io/skills/clouder0-patterns/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: "patterns security audit report (audit version 8)"
version: "unspecified"
type: report
authors:
- name: "Clouder0"
date-released: "2026-07-06"
url: "https://skillstore.io/skills/clouder0-patterns/audits/8"
identifiers:
- type: other
value: "skillstore:clouder0-patterns:audit:8"
description: "Skillstore immutable audit report identifier"
Load project patterns before adding a feature so new code follows established abstractions.
Compare an implementation plan with documented data, API, component, state, and error handling patterns.
Help new contributors understand which project patterns should guide their first implementation tasks.
Load the patterns skill and summarize the project patterns I should follow before implementing this feature: [feature].
Use the patterns skill to plan a new [component or service]. Identify relevant component, state, API, and error handling patterns.
Use the patterns skill to review this implementation plan for consistency with established project abstractions: [plan].
Use the patterns skill to compare viable approaches for [task]. Recommend the option that best matches current project patterns.
Author
Clouder0License
MIT
Skillstore revision
r1
Version notice
The author did not declare a version.
Ref
d11af420e07cd866fe39cfa937efef3223896c06
Maintenance freshness
7/18/2026
Usage
7 downloads ยท 252 views
File structure
๐ SKILL.md
Recover Failed Subagent Tasks
Subagent workflows can stall when errors, unclear requirements, or contract issues appear. This skill gives retry, context, split, escalation, and abort patterns.
Coordinate Multi-Agent Development Workflows
Complex development tasks often need clear handoffs between planning, implementation, and verification agents. This skill gives Claude, Codex, and Claude Code a structured workflow for coordinating subagents.
Coordinate Parallel AI Subagents
Large AI tasks slow down when independent work is handled one step at a time. This skill helps teams split safe parallel work into bounded subagent tasks with clear outputs.
Explore Codebases Efficiently
Large repositories are hard to understand before making changes. This skill gives Claude, Codex, and Claude Code a repeatable exploration workflow.
Clarify User Decisions With Focused Questions
AI agents can waste time when requirements or preferences are unclear. This skill gives Claude, Codex, and Claude Code a practical pattern for asking focused questions.
Test Code Before Completion
Implementation work can finish with missed failures. This skill guides Claude, Codex, and Claude Code through tests, lint, and type checks before completion.
Build FastAPI APIs with Reusable Patterns
by 0xDarkMatter
FastAPI projects need consistent choices for validation, dependencies, middleware, and background work. This skill gives Claude, Codex, and Claude Code reusable patterns for practical Python API development.
Design Production-Ready APIs
by AutumnsGrove
Inconsistent API contracts create integration errors and costly migrations. This skill guides REST, GraphQL, OpenAPI, authentication, versioning, validation, and documentation decisions.
Build Reliable Backend APIs
by alirezarezvani
Backend projects often need consistent planning across APIs, databases, security, and deployment. This skill gives Claude, Codex, and Claude Code structured backend guidance with simple helper scripts and references.
Build Fullstack Project Plans
by davila7
Teams often need a clear starting point for fullstack architecture, workflows, and quality checks. This skill provides stack guidance, reference patterns, and lightweight Python tools for planning and reviewing web projects.
Design Reliable Tools for AI Agents
by Asmayaseen
Ambiguous tools cause incorrect calls, wasted context, and poor recovery from errors. This skill provides practical patterns for clear descriptions, schemas, responses, and testing.
Plan Next.js App Router Architecture
by 89jobrien
Next.js teams can struggle to choose routes, components, data loading, and migration steps. This skill gives structured architecture guidance for App Router, Server Components, and performance.