autoresearch-goal

Sunset stub — use $autoresearch instead

Quality

64%

Does it follow best practices?

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Securityby

Passed

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tessl review fix ./skills/autoresearch-goal/SKILL.md

Quality

Content

75%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 a well-executed sunset stub: concise, actionable, and clear about the removal, rationale, and one-step migration. It appropriately assumes Claude's competence without over-explaining.

Dimension	Reasoning	Score
Conciseness	Lean and efficient with no padding or explanation of concepts Claude already knows; the second paragraph's rationale is slightly more than strictly needed but justified for migration context.	4 / 5
Actionability	Provides a concrete, executable migration instruction ('replace `$autoresearch-goal` with `$autoresearch`') and passes through {{ARGUMENTS}}, with only minor gaps for a redirect skill.	4 / 5
Workflow Clarity	The single redirect action is unambiguous and the migration is clearly stated; as a non-destructive single-purpose stub it lacks explicit checkpoints but needs none.	4 / 5
Progressive Disclosure	Under 50 lines with no need for external references; it has a clear heading and short paragraphs, though structure is minimal and flat rather than sectioned.	4 / 5
	Total	16 / 20 Passed

Description

53%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 a concise redirect stub that conveys its sunset purpose and the replacement command, but it omits explicit trigger guidance and natural keyword variations. It is distinctive and low-conflict for its narrow niche.

Suggestions

Add an explicit 'Use when...' clause (e.g., 'Use when a user invokes $autoresearch-goal; redirect them to $autoresearch') to raise completeness.

Include natural keyword variations such as 'research over goal mode' so users phrasing the request differently still trigger it.

State the concrete capability in active third person rather than relying solely on the 'stub' label.

Dimension	Reasoning	Score
Specificity	Names the domain ('Sunset stub') and one concrete action ('use $autoresearch instead'), but coverage is minimal and not comprehensive.	3 / 5
Completeness	A clear-ish 'what' (sunset stub redirect) is present, but there is no explicit 'Use when...' trigger guidance, capping completeness at 3 per the rubric.	3 / 5
Trigger Term Quality	Contains the relevant keyword '$autoresearch' but lacks common variations or synonyms a user might naturally say.	3 / 5
Distinctiveness Conflict Risk	Names a specific command and an explicit redirect target, giving it a clear niche with only minor overlap risk against the canonical $autoresearch skill.	4 / 5
	Total	13 / 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: Yeachan-Heo/oh-my-codex
Path: skills/autoresearch-goal/SKILL.md
Commit: 304fb3b

Reviewed: 4 days ago

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