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

—

Does it follow best practices?

Impact

—

No eval scenarios have been run

Securityby

Passed

No known issues

Quality

Content

87%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The body is concise and highly actionable with executable commands and a clean delegation structure that appropriately points one level deep. Its one weakness is workflow clarity: the real process lives in external docs and no validation checkpoint is provided locally, capping that dimension at 2.

Suggestions

Add a short validation/confirmation step in the execution order (e.g., verify `deepline auth status` shows connected before proceeding to the recipe) so the local workflow has an explicit checkpoint.

Surface 1–2 lines of the recipe's core flow inline so the skill is not fully dependent on an external doc that may be absent from the review/install context.

Confirm the referenced recipe path (../deepline-gtm/recipes/find-qualified-titles.md) resolves at runtime, since it is not present alongside this SKILL.md.

Dimension	Reasoning	Score
Conciseness	A lean ~30-line body with real executable commands and no padding or re-explanation of concepts Claude already knows; every line (install, auth, delegation note) earns its place.	3 / 3
Actionability	Provides copy-paste-ready bash (npm install with a sandbox fallback, deepline auth register/wait/status) plus explicit numbered invocation steps, fully executable rather than described.	3 / 3
Workflow Clarity	A clear numbered sequence exists, but the substantive workflow is entirely delegated to an external meta-skill and recipe, and there are no validation/checkpoint steps — sequence is present but the local guidance is only pointers.	2 / 3
Progressive Disclosure	The SKILL.md is a concise overview that points exactly one level deep to the recipe at a clearly signaled relative path (../deepline-gtm/recipes/find-qualified-titles.md), with content appropriately split rather than inlined.	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.

The description is excellent: concrete capabilities, natural trigger phrasing quoted as user prompts, an explicit Use-when clause, and a sharply defined niche that minimizes conflict risk. All four dimensions land at the top of the scale.

Dimension	Reasoning	Score
Specificity	Names multiple concrete actions in a specific domain: "finding real role-holders at known company domains", "exact title discovery should precede paid people search" — comparable to the score-3 anchor listing several specific concrete actions.	3 / 3
Completeness	An explicit "Use when..." clause states both what it does (title/role-holder discovery from an ICP at company domains) and when to use it (the listed prompts), matching the anchor that clearly answers what AND when.	3 / 3
Trigger Term Quality	Quotes natural user prompts verbatim ("find all job titles at these companies", "find qualified titles", "find RevOps or marketing-ops buyers") that a user would realistically say, giving strong coverage of real trigger phrasing.	3 / 3
Distinctiveness Conflict Risk	The niche — ICP-driven title discovery that should precede paid people search — is highly specific with distinct triggers, making it unlikely to fire for the wrong skill.	3 / 3
	Total	12 / 12 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
Commit: 25492ee

Reviewed: 1 day ago

Table of Contents

Discovery Implementation Validation

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