Name: apify-actorization
Rating: 65.60000000000001 (1 reviews)
Author: apify

apify-actorization

Convert existing projects into Apify Actors - serverless cloud programs. Actorize JavaScript/TypeScript (SDK with Actor.init/exit), Python (async context manager), or any language (CLI wrapper). Use when migrating code to Apify, wrapping CLI tools as Actors, or adding Actor SDK to existing projects.

Quality

77%

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Quality

Content

67%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, actionable skill body with a clear sequenced workflow, explicit validation checklists, and clean progressive disclosure into verified reference files. Main weaknesses are triplicated step lists (conciseness) and missing explicit error-recovery feedback loops.

Suggestions

Consolidate the Quick start, Actorization checklist, and Steps 1–9 sections to remove triplicated step listings and tighten token use.

Add an explicit error-recovery feedback loop in the test/deploy steps (e.g., 'if apify run fails, fix input/code and re-run before pushing').

Clearly mark cross-skill references (actor-readme.md, standby-mode.md) as external dependencies or move the needed guidance into this skill's own references.

Dimension	Reasoning	Score
Conciseness	Mostly efficient and actionable, but the Quick start, Actorization checklist, and Steps 1–9 sections triplicate the same step sequence, adding redundancy that could be tightened; not a 2 because content is genuinely useful rather than padded with concepts Claude already knows.	3 / 5
Actionability	Concrete executable CLI commands throughout ('apify init', 'apify run --input', 'apify push', 'apify info', 'apify login') plus a quick-reference table with wrap snippets; full wrap code is one level deep in verified executable reference files, leaving minor gaps inline.	4 / 5
Workflow Clarity	Clear 9-step sequence with a pre-deployment checklist containing explicit validation (schema validation, Dockerfile build, 'apify run' success); not a 5 because no explicit error-recovery feedback loop ('if fails, fix and re-validate') is narrated.	4 / 5
Progressive Disclosure	Clear overview with four well-signaled, one-level-deep references (js-ts, python, cli, schemas-and-output) and content appropriately split; minor gap: cross-skill references (actor-readme.md, standby-mode.md) are not clearly signaled as external to this bundle.	4 / 5
	Total	15 / 20 Passed

Description

87%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, specific description that clearly states both what the skill does and when to use it, with concrete technical detail per language and natural trigger phrases. Minor room to broaden trigger synonyms and add more distinct action verbs.

Dimension	Reasoning	Score
Specificity	Lists several concrete actions with specific SDK patterns ('Actor.init/exit', 'async context manager', 'CLI wrapper') across JS/TS, Python, and any language; not a 5 because they are variants of one core 'actorize' action rather than multiple distinct actions.	4 / 5
Completeness	Explicitly answers WHAT ('Convert existing projects into Apify Actors... Actorize JS/TS, Python, or any language') and WHEN ('Use when migrating code to Apify, wrapping CLI tools as Actors, or adding Actor SDK') with concrete trigger phrases.	5 / 5
Trigger Term Quality	Natural trigger phrases are present ('migrating code to Apify', 'wrapping CLI tools as Actors', 'adding Actor SDK'); good coverage but missing some synonyms/variations a user might say.	4 / 5
Distinctiveness Conflict Risk	Clear Apify-specific niche with distinct triggers ('Apify Actors', 'Actor SDK', 'migrating code to Apify'); minimal conflict risk with other skills.	5 / 5
	Total	18 / 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: apify/agent-skills
Path: skills/apify-actorization/SKILL.md
Commit: dd6bb07

Reviewed: 10 days ago

Table of Contents

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