deepline-plays

Use for Deepline GTM work that searches, enriches, scores, collects signals, or automates a workflow: find companies or people, enrich a CSV, find emails or LinkedIn, compare providers, build a waterfall, create a webhook or cron, or write a Play. For live information work, run a small heterogeneous experiment, exploit the observed winner, and reopen misses. Skip pure copywriting and non-GTM research.

Quality

98%

Does it follow best practices?

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Securityby

Low

Low-risk findings worth noting

Quality

Content

96%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.

The body is dense, executable, and well-sequenced with strong validation gates, scoring near the top on conciseness, actionability, and workflow clarity. The only gap is progressive disclosure: several referenced job/shared files are missing from the bundle.

Suggestions

Add the missing referenced files (jobs/finding.md, jobs/enriching.md, jobs/researching.md, jobs/automating.md, shared/authoring.md) to the bundle, or remove the routing-table references if those pages are not shipped.

Verify that the 'jobs/' routing table links resolve before publishing so navigation is not broken for the reader.

Dimension	Reasoning	Score
Conciseness	The body is lean and information-dense, assumes Claude's competence, and avoids explaining concepts Claude already knows; every line carries operational weight with no padding.	5 / 5
Actionability	Provides fully executable, copy-paste-ready commands (npm install, deepline CLI, python3 scripts) and references real script files (scaffold-search-experiment.py, run-and-export-search-experiment.py, cost-receipt.py, show-declared-getters.py) covering common cases.	5 / 5
Workflow Clarity	Sequenced process (contract → compare → exploit → recover → export → price) with explicit validation checkpoints — structural check, Play check, completion receipt, COST RECEIPT, quality gates — and feedback loops via receipt labels (CUT CANDIDATE, NEVER REACHED).	5 / 5
Progressive Disclosure	Well-signaled one-level-deep references via a routing table (jobs/finding.md, enriching.md, etc.) and references/debugging.md, but the jobs/*.md and shared/authoring.md paths do not exist in the bundle, leaving navigation partially broken.	4 / 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.

The description is specific, trigger-rich, complete, and distinctive — it clearly states what the skill does, when to use it, and what to skip. It is one of the strongest possible descriptions.

Dimension	Reasoning	Score
Specificity	Lists many concrete actions — 'searches, enriches, scores, collects signals, or automates a workflow' plus find companies/people, enrich a CSV, find emails or LinkedIn, compare providers, build a waterfall, create a webhook or cron, or write a Play — giving comprehensive coverage.	5 / 5
Completeness	Explicitly answers both 'what' (GTM search/enrich/score/automate actions) and 'when' ('Use for Deepline GTM work...'), and adds boundary guidance ('Skip pure copywriting and non-GTM research').	5 / 5
Trigger Term Quality	Uses natural phrases a user would say — 'find companies or people', 'enrich a CSV', 'find emails or LinkedIn', 'compare providers', 'build a waterfall', 'webhook or cron' — with good synonym coverage.	5 / 5
Distinctiveness Conflict Risk	Scoped to 'Deepline GTM work' with distinct triggers and explicit exclusions (skip pure copywriting and non-GTM research), minimizing conflict with unrelated 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/deepline-plays/SKILL.md
Commit: 869569c

Reviewed: 2 days ago

Table of Contents

Discovery Implementation Validation

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