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talk-debois-agent-enablement

Use when the user asks about Patrick Debois's talk "Coding Agents Don't Scale Themselves. Neither Do Your Teams. The Rise of Agent Enablement." — including questions about agent enablement teams, the three pillars (Enablement, Platform, Governance), the Context Development Lifecycle applied to org charts, AI product engineers, agent KPIs like turns-per-task, harnesses and shared context libraries, fixing the system vs. fixing the code, the barrel mental model, continuous learning as the next CI/CD, or how VPs / team leads / platform teams should scale AI coding agents across an org.

67

Quality

84%

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SecuritybySnyk

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SKILL.md
Quality
Evals
Security

Quality

Content

81%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 with highly actionable, workflow-specific guidance and strong per-task sequencing including validation checkpoints. Its weaknesses are noticeable duplication of the grounding workflow across sections and references to bundle files that are not present to verify.

Suggestions

State the universal workflow (outline.md → transcript.md → quote safely with line citations) once in the Grounding rules, and let each task section reference it instead of restating the same 3-4 steps.

Ensure outline.md, transcript.md, and quote.md actually ship in the skill bundle (e.g., references/), and give their paths so the reference chain resolves.

DimensionReasoningScore

Conciseness

The body is lean — no padding explaining DevOps or AI concepts Claude already knows — but the core 'read outline.md, read transcript.md, quote safely, cite lines' pattern is restated in the Grounding rules and again in four of the five task sections (e.g., rules 1-4 duplicate 'Factual Q&A' steps 1-4). Matches anchor 3 ('mostly efficient but could be tightened') better than anchor 4, which allows only minor trimmable instances.

3 / 5

Actionability

Instruction-only skill with fully concrete guidance: exact filenames to read, explicit fallback phrasing ('the talk doesn't address this'), verdict categories ('covered / partial / missing'), a verbatim audit summary quote, and precise handling of transcription artefacts. Per the scoring notes, absence of code is not penalized when the guidance is this actionable — it covers the common cases copy-paste ready.

5 / 5

Workflow Clarity

Every task type has a numbered sequence with explicit checkpoints and feedback loops: the audit flow instructs 'If the user hasn't described their state for a dimension, ask before scoring' and demands per-dimension verdicts 'grounded in Debois's criteria', and Q&A has a missing-answer fallback. No destructive or batch operations, so no validation cap applies.

5 / 5

Progressive Disclosure

The body is a proper overview delegating detail to well-signaled, one-level-deep references ('read outline.md to locate the relevant section', 'check quote.md first'). However, none of the three referenced files (outline.md, transcript.md, quote.md) exist in the bundle alongside SKILL.md, so the reference chain cannot be verified — better than anchor 3 (references are clearly signaled), but short of anchor 5's easy, working navigation.

4 / 5

Total

17

/

20

Passed

Description

81%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, highly distinctive trigger description with excellent natural keyword coverage and an explicit 'Use when' clause. Its main weakness is that it enumerates topics rather than actions, leaving the skill's actual behavior (grounded Q&A over a transcript) implicit.

Suggestions

Lead with one sentence stating what the skill does (e.g., 'Answers questions about Patrick Debois's talk... using quotes and line-range citations from a verified transcript') before the 'Use when' clause, to make the 'what' explicit.

Trim part of the long topic enumeration and replace it with 1-2 concrete capabilities (e.g., 'audits your org against the three-pillars × three-levels matrix') to raise action specificity.

DimensionReasoningScore

Specificity

The description names a highly concrete domain ("Patrick Debois's talk... agent enablement teams, the three pillars (Enablement, Platform, Governance)... agent KPIs like turns-per-task, harnesses and shared context libraries") but lists topics rather than actions — what the skill actually does (answer with transcript-grounded quotes and line citations) is never stated. This matches anchor 3 ('names domain and 1-2 concrete actions, but not comprehensive'), not anchor 4, which requires several specific actions.

3 / 5

Completeness

The 'when' is explicit and thorough ("Use when the user asks about..."), and a 'what' is present but only implied via "including questions about" — it never states the skill answers, quotes, or cites the talk. This is the mirror of anchor 4 (both present, one could be more explicit); anchor 5 requires the what to be clearly and explicitly stated.

4 / 5

Trigger Term Quality

Comprehensive natural-term coverage: the speaker's name, full talk title, "agent enablement teams", "turns-per-task", "barrel mental model", "fixing the system vs. fixing the code", and role-based synonyms ("VPs / team leads / platform teams") — phrases a user would naturally say. Not anchor 4 because no common variation is missing for this niche.

5 / 5

Distinctiveness Conflict Risk

Anchored to one named speaker and one named talk title — a clear niche with distinct triggers and virtually no conflict risk with other skills. Far above anchor 4's 'minor overlap risk'.

5 / 5

Total

17

/

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
Reviewed

Table of Contents

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