talk-maple-aind-devcon-welcome

Summarizes Simon Maple's AI Native DevCon welcome and explains the conference framing: context window, latent space, tool pool, hallway track, attendee goals, and practical learning themes. Use when the user asks about the event opening, conference themes, AI-native development framing, or how to orient work around the talks.

Quality

76%

Does it follow best practices?

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Securityby

Passed

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tessl review fix ./Plugins/aidevcon/skills/talk-maple-aind-devcon-welcome/SKILL.md

Quality

Content

71%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.

A well-structured, reasonably concise reference skill with clear workflows and output templates, weakened primarily by progressive disclosure: it signals bundle files (outline.md, quote.md, transcript.md) that do not exist in the bundle.

Suggestions

Ship the referenced bundle files (outline.md, quote.md, transcript.md) under references/ so the Read Order navigation resolves to real content, or remove the file references and inline the essential material.

If files are intentionally omitted, replace the per-file read-order list with a single statement that the bundle is redacted and explain what safe content is available directly in SKILL.md.

Tighten the opening framing line ('The welcome frames AI Native DevCon around three areas...') into direct guidance to remove the small amount of generic exposition.

Dimension	Reasoning	Score
Conciseness	The body is lean and mostly assumes Claude's competence, with only minor generic framing ('frames AI Native DevCon around three areas: context, latent capabilities, and tools') that could be trimmed.	4 / 5
Actionability	For an instruction-only reference skill it gives concrete, executable guidance: specific sentence counts ('Answer in 2-5 sentences'), named source files, and structured output templates, with only minor high-level hints like 'Explain how each track changes developer work'.	4 / 5
Workflow Clarity	The factual-question and application workflows are clearly sequenced as numbered steps with a coverage-checkpoint ('State when the bundle does not cover a requested detail') and explicit redaction handling; no validation loop is needed because the operations are non-destructive.	4 / 5
Progressive Disclosure	The structure and read-order signaling are clear and well-organized, but the body references outline.md, quote.md, and transcript.md while no references/ bundle directory exists, so the one-level-deep navigation points to files that are not present.	3 / 5
	Total	15 / 20 Passed

Description

82%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.

A strong, well-targeted description that clearly states both capability and trigger conditions for a specific conference welcome. The only weakness is that the action verbs are generic ('summarize', 'explain') despite a rich enumeration of covered topics.

Dimension	Reasoning	Score
Specificity	The description names the domain and lists two actions ('Summarizes...and explains') plus a specific enumeration of framing topics (context window, latent space, tool pool, hallway track), but the verbs themselves are generic, matching the '1-2 concrete actions' anchor rather than the multi-action anchor 4.	3 / 5
Completeness	It explicitly answers both 'what' (summarizes the welcome, explains the framing topics) and 'when' (a concrete multi-trigger 'Use when...' clause), matching the anchor for clear what-and-when with concrete trigger phrases.	5 / 5
Trigger Term Quality	The 'Use when...' clause supplies several natural phrases a user would say ('event opening', 'conference themes', 'AI-native development framing', 'how to orient work around the talks'), though it omits common synonyms/variants like 'welcome talk', 'keynote', or 'Simon Maple'.	4 / 5
Distinctiveness Conflict Risk	The skill targets a clearly named niche (Simon Maple's AI Native DevCon welcome) with distinct, event-specific triggers, giving it minimal overlap risk with other skills.	5 / 5
	Total	17 / 20 Passed

Validation

93%

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 — 15 / 16 Passed

Validation for skill structure

Criteria	Description	Result
metadata_version	'metadata.version' is missing	Warning

	Total	15 / 16 Passed

Repository: jscraik/Agent-Skills
Path: Plugins/aidevcon/skills/talk-maple-aind-devcon-welcome/SKILL.md
Commit: a3808a9

Reviewed: ~3 hours ago

Table of Contents

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