copilotkit-nextjs-integration

Integrate CopilotKit AI components into Next.js frontend for building agentic UIs. Enables context-aware AI agents that can read app state and trigger tools/actions. Supports custom adapters for self-hosted LLMs and multiple provider integrations.

Quality

66%

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Securityby

Low

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tessl review fix ./.github/skills/copilotkit-nextjs-integration/SKILL.md

Quality

Content

65%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The content is highly actionable with strong executable code examples, but it is verbose for a single file, lacks validation checkpoints in its workflow, and does not split detailed material into separate reference files for progressive disclosure.

Suggestions

Add explicit validation/verification steps to the Workflow (e.g. 'Verify the runtime endpoint responds', 'Confirm readables appear in runtime context before defining actions', 'Test each action in isolation') and a feedback loop for when an action handler fails.

Move the detailed Provider Integration, Real-World Patterns, and Troubleshooting sections into separate reference files (e.g. PROVIDERS.md, PATTERNS.md) referenced one level deep from SKILL.md to reduce inline bulk.

De-duplicate the CopilotKit wrapper examples across Quick start, Configuration Options, and Provider Integration, and trim the conceptual Mental Model/Capabilities prose to only what is not already obvious to a competent React/Next.js developer.

Dimension	Reasoning	Score
Conciseness	The ~390-line body is mostly efficient but includes redundancy (the CopilotKit wrapper setup appears in Quick start, Configuration Options, and Provider Integration) and conceptual padding in the Capabilities/Mental Model sections that could be tightened.	2 / 3
Actionability	Provides multiple concrete, copy-paste-ready TypeScript examples for the core hooks (useCopilotReadable, useCopilotAction) and provider setup, with specific configuration and real-world patterns.	3 / 3
Workflow Clarity	The 6-step Workflow section is clearly sequenced, but it lacks explicit validation/feedback checkpoints for operations that mutate app state and execute AI-triggered actions, which the rubric caps at 2.	2 / 3
Progressive Disclosure	The body is well-sectioned but monolithic — all capabilities, configuration, provider integration, real-world patterns, and troubleshooting live inline in one ~390-line file with no split into reference files or one-level-deep navigation.	2 / 3
	Total	9 / 12 Passed

Description

67%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description is specific and distinctive with a clear niche, but it omits an explicit 'Use when…' trigger clause and leans on technical jargon over natural user phrasing, capping completeness and trigger-term quality at 2.

Suggestions

Append an explicit trigger clause, e.g. 'Use when adding AI copilots or agentic chat to a Next.js app, or when the user mentions CopilotKit, AI assistants, or context-aware agents in a React/Next.js frontend.'

Broaden natural-language terms to include phrasings users actually say (e.g. 'AI copilot', 'chat assistant', 'in-app AI') alongside the existing technical keywords.

Dimension	Reasoning	Score
Specificity	Names multiple concrete actions — 'Integrate CopilotKit AI components into Next.js frontend', 'read app state and trigger tools/actions', 'custom adapters for self-hosted LLMs' — matching the 'lists multiple specific concrete actions' anchor.	3 / 3
Completeness	Clearly answers 'what' but provides no 'Use when…' clause or equivalent explicit trigger guidance, so per the rubric guideline completeness is capped at 2.	2 / 3
Trigger Term Quality	Contains relevant terms (CopilotKit, Next.js, agentic UIs, tools/actions) but leans technical-jargon heavy and lacks natural trigger phrasing a user would say; missing common variations like 'AI copilot' or 'chat assistant'.	2 / 3
Distinctiveness Conflict Risk	The CopilotKit + Next.js agentic-UI niche is distinct with specific triggers, making it unlikely to fire for the wrong skill.	3 / 3
	Total	10 / 12 Passed

Validation

87%

Warnings & errors only

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 14 / 16 Passed

Validation for skill structure

Criteria	Description	Result
metadata_version	'metadata.version' is missing	Warning
metadata_field	'metadata' should map string keys to string values	Warning

	Total	14 / 16 Passed

Repository: raphaelmansuy/edgequake
Path: .github/skills/copilotkit-nextjs-integration/SKILL.md
Commit: 62e6adb

Reviewed: 1 day ago

Table of Contents

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