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vague-helper

Helps with anything.

24

Quality

13%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

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SecuritybySnyk

Passed

No findings from the security scan

Fix and improve this skill with Tessl

tessl review fix ./skills/public/skill-reviewer/evals/fixtures/needs-revision/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

26%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 token-efficient but vacuous: it provides no executable guidance, no workflow, and no structure. Its only strength is brevity, while every substantive dimension fails.

Suggestions

Replace 'Do the task. Use your judgment.' with concrete, executable instructions (specific commands or code covering the common cases).

Add clear section headers (e.g., a Quick start) so the single task is unambiguous, which would also raise progressive_disclosure.

If the task involves destructive or batch operations, include explicit validation/verification steps so the workflow can score above 3.

DimensionReasoningScore

Conciseness

The body is two short sentences with no padding and assumes Claude's competence, but the tokens convey no useful information so they fall just short of fully earning their place, sitting between the efficient (4) and lean (5) anchors.

4 / 5

Actionability

'Do the task. Use your judgment.' gives no concrete code, commands, or specific steps, matching the anchor for entirely vague, abstract direction that only describes rather than instructs.

1 / 5

Workflow Clarity

There is no sequence, no defined steps, and no validation; the single instruction 'Do the task' is maximally ambiguous, so the simple-skill exception does not apply and it matches the score-1 anchor.

1 / 5

Progressive Disclosure

There are no section headers or organization of any kind, only a title and two sentences, giving minimal structure; it is not a monolithic wall of text, so it sits above score 1 but below the 'some structure' of score 3.

2 / 5

Total

8

/

20

Passed

Description

0%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 maximally vague, offering no domain, actions, triggers, or use-case guidance, and would conflict with essentially any other skill. It fails every dimension of the rubric.

Suggestions

Replace 'Helps with anything' with a concrete statement of what the skill does, naming the domain and specific actions (e.g., 'Extracts text from PDF files and fills forms').

Add an explicit 'Use when...' clause naming the natural trigger phrases users would say, including file extensions or synonyms where relevant.

Narrow the scope to a clear niche so the description is distinguishable from other skills and unlikely to trigger for the wrong one.

DimensionReasoningScore

Specificity

The phrase 'Helps with anything' names no domain and no concrete actions, matching the anchor for entirely vague, pure abstract language; it is even less specific than the score-1 example 'Helps with documents'.

1 / 5

Completeness

It provides neither a clear 'what' (no capability is stated) nor any 'when' guidance, fitting the anchor for missing both what and when.

1 / 5

Trigger Term Quality

'anything' is entirely generic with no natural keywords a user would say when needing this skill, matching the score-1 anchor of only generic language.

1 / 5

Distinctiveness Conflict Risk

'Helps with anything' is entirely generic and would conflict with virtually any other skill, matching the score-1 distinctiveness anchor.

1 / 5

Total

4

/

20

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
bytedance/deer-flow
Reviewed

Table of Contents

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