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talk-wilson-cq-stack-overflow-for-agents

Use when the user asks about Peter Wilson and Davide Eynard's AI Native DevCon talk on cq, a Stack Overflow-like knowledge commons for agents, local/team/public knowledge sharing, and lessons from Mozilla.ai.

Quality

74%

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SecuritybySnyk

Passed

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tessl review fix ./Plugins/aidevcon/skills/talk-wilson-cq-stack-overflow-for-agents/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

78%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 reference-skill body: tight grounding rules with an ordered verify-and-attribute workflow, a justified safety section for untrusted source material, and clean one-level-deep navigation to the three source files. The only notable weakness is redundancy between the Core Concepts list / intro and the frontmatter description, plus a conditional rather than mandatory verification checkpoint.

DimensionReasoningScore

Conciseness

The body is lean and assumes competence: rules are specific to this source material ("Preserve transcription artifacts in direct quotations and explain likely corrections separately") rather than generic padding. Minor trim instances: the "Core Concepts" bullet list ("cq", "Knowledge sharing for agents", "Mozilla.ai principles") duplicates the frontmatter description's topics almost exactly, and the intro sentence restates it. Efficient per anchor 4, not 5 because of this overlap.

4 / 5

Actionability

Concrete, executable directives throughout: "Read `outline.md` first to locate the relevant section or concept", "Use `quote.md` for short supporting excerpts, then verify against `transcript.md` when precision matters", "cite the transcript line IDs when available". Per the scoring note for instruction-only skills, absence of code is not penalized; minor gaps (no citation-format example, no example of handling a transcription artifact) keep it at 4 rather than 5.

4 / 5

Workflow Clarity

A clear numbered sequence exists — locate ("Read `outline.md` first"), excerpt ("`quote.md`"), verify ("verify against `transcript.md`"), attribute — with an explicit fallback checkpoint ("If the transcript does not support a claim, say that the talk does not address it"). Not 5 because the verification step in rule 2 is conditional ("when precision matters") rather than a hard validation gate before answering.

4 / 5

Progressive Disclosure

A lean overview pointing to three detail files, each exactly one level deep and each with an explicit navigational purpose: outline for locating ("first"), quote for excerpts ("short supporting excerpts"), transcript for verification ("when precision matters"). No nesting or buried pointers; the body itself stays an overview. Matches anchor 5 'Clear overview with well-signaled one-level-deep references'. Note: no bundle directories (references/, scripts/, assets/) were provided in this review tree, so this is scored on the reference structure as written.

5 / 5

Total

17

/

20

Passed

Description

60%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 highly distinctive, well-targeted trigger description with good natural keywords, but it is a pure 'when' clause: no capability is ever stated, so the skill's function must be inferred from the topic list. Adding an explicit 'what' with concrete actions would lift both specificity and completeness.

Suggestions

State what the skill does before the trigger, e.g., "Answers questions and summarizes Peter Wilson and Davide Eynard's AI Native DevCon talk on cq..." — this addresses the missing 'what' in completeness and the absent actions in specificity.

Add one or two concrete capability verbs grounded in the body's actual behavior, such as "grounds answers in the bundled transcript, outline, and quotes, citing transcript line IDs".

Include a few natural user phrasings beyond the talk's proper nouns, e.g., "agent knowledge sharing", "agents repeating mistakes", or "Stack Overflow for agents".

DimensionReasoningScore

Specificity

The description names the domain richly ("cq, a Stack Overflow-like knowledge commons for agents, local/team/public knowledge sharing, and lessons from Mozilla.ai") but contains no action or capability verbs — it never states what the skill actually does. This matches the anchor 'Names the domain but actions are minimal or generic'; it is above 1 because the domain naming is specific rather than vague, and below 3 because no concrete actions are listed.

2 / 5

Completeness

The 'when' is explicit and strong ("Use when the user asks about Peter Wilson and Davide Eynard's AI Native DevCon talk"), but the 'what' — what the skill does — is never stated, only implied through the topic listing. It falls below anchor 4 (which requires both 'what' and 'when' present) and mirrors anchor 3's pattern of one element explicit and the other missing or implied.

3 / 5

Trigger Term Quality

Natural terms a user would plausibly say are present: "cq", "Stack Overflow", "agents", "knowledge sharing", "Peter Wilson", "Davide Eynard", "AI Native DevCon", "Mozilla.ai" — good keyword coverage for this niche. Below 5 because a few natural variations users might use (e.g., "agent memory", "agents repeating mistakes", "cq tool") are absent.

4 / 5

Distinctiveness Conflict Risk

A clear niche with distinct triggers: a specific named talk ("Peter Wilson and Davide Eynard's AI Native DevCon talk on cq") plus unique terms like "cq" and "Mozilla.ai" make wrong-skill triggering extremely unlikely. This matches anchor 5 'Clear niche with distinct triggers; minimal conflict risk'.

5 / 5

Total

14

/

20

Passed

Validation

93%

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

CriteriaDescriptionResult

metadata_version

'metadata.version' is missing

Warning

Total

15

/

16

Passed

Repository

jscraik/Agent-Skills

Path

Plugins/aidevcon/skills/talk-wilson-cq-stack-overflow-for-agents/SKILL.md

Reviewed

Table of Contents

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