find-qualified-titles

Use when finding real role-holders at known company domains from an ICP, especially prompts like 'find all job titles at these companies', 'find qualified titles', 'find RevOps or marketing-ops buyers', or when exact title discovery should precede paid people search.

Quality

96%

Does it follow best practices?

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Securityby

Passed

No findings from the security scan

Quality

Content

93%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 concise, actionable router skill with copy-paste install commands and a clear delegation workflow to the deepline-gtm meta-skill. Its only gap is the absence of an explicit error-recovery feedback loop, though the work it owns is non-destructive.

Dimension	Reasoning	Score
Conciseness	A lean ~25-line body that assumes Claude's competence — no padding explaining what deepline, auth, or an ICP is — where every inline comment and guardrail line earns its place.	5 / 5
Actionability	Quick Start provides copy-paste-ready bash commands (install with sandbox fallback, auth register/wait/status) and the Execution order gives concrete routing steps with an explicit recipe file path.	5 / 5
Workflow Clarity	A clear sequenced 3-step execution order exists with `deepline auth status` as a verification checkpoint, but it lacks explicit validate→fix→retry feedback loops; the skill's own operations are non-destructive and delegated, so the destructive-cap does not apply.	4 / 5
Progressive Disclosure	Under 50 lines with well-organized sections and a single clearly-signaled one-level-deep reference (`../deepline-gtm/recipes/find-qualified-titles.md`) gated behind a routing condition; no bundle files are needed.	5 / 5
	Total	19 / 20 Passed

Description

100%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 precise, trigger-rich description that cleanly answers what the skill does and when to use it, using verbatim natural user prompts. It is highly specific to its niche with negligible conflict risk.

Dimension	Reasoning	Score
Specificity	Lists multiple specific concrete actions and scenarios — 'finding real role-holders at known company domains from an ICP', 'find all job titles', 'find qualified titles', 'find RevOps or marketing-ops buyers', and 'exact title discovery should precede paid people search' — with comprehensive coverage of the niche.	5 / 5
Completeness	Explicitly answers both 'what' (finding real role-holders at known company domains from an ICP; exact title discovery before paid search) and 'when' (Use when… especially prompts like…) with concrete trigger phrases.	5 / 5
Trigger Term Quality	Quotes natural user prompts verbatim ('find all job titles at these companies', 'find qualified titles', 'find RevOps or marketing-ops buyers') and covers synonyms (titles, role-holders, buyers), matching comprehensive natural-term coverage.	5 / 5
Distinctiveness Conflict Risk	Occupies a clear niche (ICP-driven title discovery at known company domains) with distinct, specific triggers and minimal overlap risk with other skills.	5 / 5
	Total	20 / 20 Passed

Validation

100%

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 — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository: getaero-io/gtm-eng-skills
Path: skills/find-qualified-titles/SKILL.md
Commit: 869569c

Reviewed: 2 days ago

Table of Contents

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