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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.

52

Quality

60%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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

Quality

Content

61%Weight 40%Scale 1-5

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

The content provides concrete, mostly executable guidance with a clear sectioned structure, but it is somewhat padded in places and the workflow lacks explicit validation checkpoints for state-mutating actions. Progressive disclosure is adequate given no bundle files are present.

Suggestions

Add explicit validation checkpoints to the Workflow (e.g., 'Verify the runtime endpoint responds before wrapping the app', 'Confirm actions appear in the chat tool list before refining').

Trim the three Real-World Patterns into one canonical example plus a short table of variations, removing the repeated useCopilotReadable/useCopilotAction scaffolding.

Collapse the Capabilities section or merge it with Key Primitives to avoid restating the same primitives twice.

DimensionReasoningScore

Conciseness

The body is mostly efficient with code blocks and concise bullets, but the Capabilities section restates the Key Primitives and the three near-identical Real-World Patterns repeat the same useCopilotReadable/useCopilotAction scaffolding, so it could be tightened.

3 / 5

Actionability

Concrete, mostly copy-paste-ready code appears throughout (install command, minimal example, useCopilotReadable/useCopilotAction, configuration), with only minor gaps such as '/* ... */' placeholders in Pattern 1 parameters.

4 / 5

Workflow Clarity

The Workflow section lists a clear 6-step sequence, but it has no explicit validation checkpoints or feedback loops despite actions that mutate state and call backends, which per guidelines caps workflow_clarity at 3.

3 / 5

Progressive Disclosure

The single-file body is well-organized with clear section headers and no broken or deeply nested references; since no bundle files exist, structure is judged on the in-body organization, which has only minor gaps.

4 / 5

Total

14

/

20

Passed

Description

58%Weight 40%Scale 1-5

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 clearly states what the skill does with several concrete capabilities but omits any explicit 'Use when...' trigger guidance, capping completeness and trigger-term quality. It is distinctive enough to avoid most conflicts.

Suggestions

Add an explicit 'Use when...' clause naming concrete trigger phrases (e.g., 'Use when building AI chat interfaces, copilots in Next.js, or wiring self-hosted LLMs into a React app').

Include natural user phrasing and synonyms alongside the technical terms (e.g., 'AI copilot', 'chat sidebar', 'self-hosted LLM endpoint') to improve trigger-term coverage.

Tighten the capability list so each clause names a distinct action rather than restating 'context-aware AI agents' across multiple sentences.

DimensionReasoningScore

Specificity

Lists several specific concrete actions ('Integrate CopilotKit AI components', 'read app state and trigger tools/actions', 'custom adapters for self-hosted LLMs', 'multiple provider integrations') with only minor coverage gaps, matching the anchor for several specific actions.

4 / 5

Completeness

The 'what' is clearly stated ('Integrate CopilotKit AI components into Next.js frontend for building agentic UIs...') but the 'when' is only weakly implied with no explicit 'Use when...' trigger guidance, which per guidelines caps completeness at 3.

3 / 5

Trigger Term Quality

Relevant domain keywords are present ('CopilotKit', 'Next.js', 'AI agents', 'agentic UIs', 'app state', 'tools/actions') but it lacks a 'Use when...' clause and natural phrases or synonyms a user would actually say, fitting the 'some relevant keywords but missing common variations' anchor.

3 / 5

Distinctiveness Conflict Risk

The pairing of 'CopilotKit' with 'Next.js' and 'agentic UIs' carves a mostly distinct niche with only minor overlap risk against closely related AI-integration skills.

4 / 5

Total

14

/

20

Passed

Validation

87%

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

Validation14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

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
Reviewed

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