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ainativedev/aidevcon-2026-ldn

AI Native DevCon 2026 London — all conference sessions as interactive skills

71

Quality

89%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

Overview
Quality
Evals
Security
Files

Quality

Content

85%

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

This is a well-crafted skill that provides clear, actionable instructions for answering questions grounded in a specific talk's bundle files. Its strengths are the explicit citation format, the multi-step lookup workflow with a worked example, and the safety-conscious handling of sensitive content. The main weakness is mild verbosity in the introductory summary paragraph, which describes the talk's content in more detail than Claude needs to perform the task.

Suggestions

Trim the opening summary paragraph — Claude doesn't need a full abstract of the talk's content to follow the grounding and citation rules. A single sentence identifying the talk and speaker would suffice.

DimensionReasoningScore

Conciseness

The opening paragraph summarizing Graziano's talk is somewhat verbose and could be tightened — Claude doesn't need the full pitch. However, the grounding rules, citation format, and workflow sections are reasonably efficient with minimal padding.

2 / 3

Actionability

The skill provides concrete, step-by-step instructions for how to handle queries: read outline first, locate sections, check quotes.md, cite with specific format including line ranges, handle sensitive content by redacting. The citation format example is copy-paste ready, and the multi-section query walkthrough is fully specified.

3 / 3

Workflow Clarity

The multi-step lookup process is clearly sequenced (outline → transcript section → quotes.md → synthesize), with explicit validation checkpoints like checking whether a claim exists in the transcript, noting when something is inference vs. explicit, and handling missing bundle files. The Part 3 worked example makes the workflow concrete.

3 / 3

Progressive Disclosure

The skill is well-structured with clear sections (grounding rules, citation format, practical workflow) and explicitly references three bundle files with descriptions of their purpose and lookup order. The instruction to check quotes.md first before the full transcript is a good navigation signal. For a skill of this size, the organization is appropriate.

3 / 3

Total

11

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12

Passed

Description

100%

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

This is an excellent skill description that thoroughly covers what the skill does, when to use it, and provides concrete example user queries as trigger terms. It is highly specific to a particular talk and framework, making it very distinctive. The description is detailed without being padded, and every clause serves a clear purpose for skill selection.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions: answering questions about the Spec Kit four-phase workflow, writing/auditing specs, drafting EARS-format requirements, applying adversarial spec review, choosing models, explaining the constitution file, and comparing vibe coding with spec-driven approaches.

3 / 3

Completeness

Clearly answers both 'what' (answers questions about Graziano's talk, helps apply the framework to user's own work, cites verbatim quotes) and 'when' (explicit 'Use when' clause at the start with detailed trigger scenarios and example user queries).

3 / 3

Trigger Term Quality

Excellent coverage of natural trigger terms users would say: 'how do I write a good spec?', 'audit my AI coding setup', 'draft a tasks file', 'explain what a constitution does', plus domain-specific terms like 'spec-driven development', 'EARS-format', 'vibe coding', and the speaker's name.

3 / 3

Distinctiveness Conflict Risk

Highly distinctive — tied to a specific speaker, a specific talk title, a named framework (Spec Kit), and grounded in specific source files (transcript.md, outline.md, quotes.md). Very unlikely to conflict with other skills.

3 / 3

Total

12

/

12

Passed

Validation

100%

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

Validation11 / 11 Passed

Validation for skill structure

No warnings or errors.

Reviewed

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