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interview-coach

High-rigor interview coaching skill for job seekers. Use when someone wants structured prep, transcript analysis, practice drills, storybank management, or performance tracking. Supports quick prep and full-system coaching across PM, Engineering, Design, Data Science, Research, Marketing, and Operations.

75

Quality

92%

Does it follow best practices?

Impact

No eval scenarios have been run

SecuritybySnyk

Advisory

Suggest reviewing before use

SKILL.md
Quality
Evals
Security

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-architected skill that serves as an effective hub document for a complex coaching system. Its strengths are excellent progressive disclosure with clear file routing, highly actionable protocols with specific decision logic, and well-sequenced workflows with validation checkpoints. Its main weakness is moderate verbosity — some sections (particularly the session start recommendation logic and the 12 operating rules) could be tightened without losing clarity, though the complexity of the coaching system somewhat justifies the length.

DimensionReasoningScore

Conciseness

The skill is moderately efficient — it avoids explaining basic concepts Claude knows, but it's quite long (~200+ lines) with significant verbosity in the session state protocols, operating rules, and file routing sections. Some rules could be compressed (e.g., the session start recommendation logic is a dense paragraph that could be a concise decision tree). However, most content is genuinely instructional rather than explanatory padding.

2 / 3

Actionability

The skill provides highly concrete, actionable guidance: specific command names, exact file paths to read, precise protocols for session start/end/mid-session, explicit decision logic for recommendations, numbered rules with clear exceptions, and exact section headers to use in responses. While there's no executable code (this is an instruction-only coaching skill), the guidance is specific enough to be directly followed.

3 / 3

Workflow Clarity

Multi-step workflows are clearly sequenced with explicit validation checkpoints: session start has a numbered protocol with conditional branching, session end has a confirmation step, mid-session saves have clear triggers, meta-checks have frequency rules and logging requirements. The priority hierarchy, timeline staleness checks, and archival triggers all serve as validation/feedback loops. The recommendation logic at session start is a well-defined decision tree with ordered checks.

3 / 3

Progressive Disclosure

The skill exemplifies progressive disclosure: the main file serves as an overview and routing hub, with detailed content delegated to clearly-signaled one-level-deep references (references/commands/[command].md, references/rubrics-detailed.md, references/coaching-voice.md, etc.). The File Routing section explicitly maps each command to its required reference files. Navigation is clear and well-organized. However, since no bundle files were provided, we cannot verify the referenced paths actually exist — but the structure itself is excellent.

3 / 3

Total

11

/

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 a strong skill description that clearly communicates what the skill does and when to use it. It lists specific concrete capabilities, includes natural trigger terms users would say, has an explicit 'Use when' clause, and occupies a distinct niche. The description is concise yet comprehensive, covering both quick and full-system coaching modes across multiple domains.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions: 'structured prep, transcript analysis, practice drills, storybank management, performance tracking' and names specific domains (PM, Engineering, Design, etc.). These are concrete, actionable capabilities.

3 / 3

Completeness

Clearly answers both what ('structured prep, transcript analysis, practice drills, storybank management, performance tracking') and when ('Use when someone wants structured prep, transcript analysis, practice drills...'). The 'Use when' clause is explicit and detailed.

3 / 3

Trigger Term Quality

Includes strong natural keywords users would say: 'interview coaching', 'practice drills', 'prep', 'transcript analysis', 'storybank', 'performance tracking', plus role-specific terms like 'PM, Engineering, Design, Data Science'. Users seeking interview help would naturally use terms like 'interview prep', 'practice', and 'coaching'.

3 / 3

Distinctiveness Conflict Risk

The description carves out a clear niche around interview coaching specifically, with distinct triggers like 'storybank management', 'transcript analysis', and 'practice drills' that are unlikely to conflict with other skills. The combination of interview-specific terminology makes it highly distinguishable.

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.

Repository
noamseg/interview-coach-skill
Reviewed

Table of Contents

Is this your skill?

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