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surprise-me

Create a delightful, unexpected "wow" experience for the user by dynamically discovering and creatively combining other enabled skills. Triggers when the user says "surprise me" or any request expressing a desire for an unexpected creative showcase. Also triggers when the user is bored, wants inspiration, or asks for "something interesting".

Quality

81%

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Critical

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SKILL.md
Quality
Evals
Security

Quality

Content

78%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, token-efficient instruction-only skill with concrete examples, clear branching between the skills-available and no-skills cases, and an excellent good/bad reveal contrast. The one real gap is that the pivotal 'combine outputs' step receives the least concrete guidance in the entire workflow.

DimensionReasoningScore

Conciseness

The body is lean and directive with no explanations of concepts Claude already knows; every section carries guidance. Minor redundancy between the 'Creative combination principles' and 'Theme ideas' bullet lists keeps it at anchor 4 rather than 5.

4 / 5

Actionability

Guidance is concrete for an instruction-only skill: select '1 to 3' skills, specific juxtaposition examples, three enumerated fallback options, and copy-paste reveal phrasing with a good/bad contrast. The pivotal step 'Combine outputs into one cohesive deliverable' — the hardest part — stays high-level with no examples, so it falls short of anchor 5's fully executable coverage.

4 / 5

Workflow Clarity

Five clearly sequenced steps (discover, plan, fallback, execute, reveal) cover both the with-skills and no-skills branches unambiguously. There is no check that the produced artifact actually renders or works before reveal — a minor validation gap that fits anchor 4 rather than 5; no destructive or batch operations apply, so no cap is triggered.

4 / 5

Progressive Disclosure

The body is roughly 50 lines, well-organized under clear section headers, and needs no external references for this meta-skill; nothing that belongs in a separate file is inlined. Per the rubric guideline, an under-50-line skill with no need for references and well-organized sections scores 5.

5 / 5

Total

17

/

20

Passed

Description

75%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 well-constructed description with an explicit 'when' clause and natural quoted trigger phrases, the strongest part of the skill's metadata. The 'what' remains abstract and a few overly broad triggers create overlap risk with general ideation skills.

Suggestions

Enumerate 2-3 concrete deliverable types in the description (e.g., 'generates interactive HTML experiences, designed visual artifacts, or creative presentations') to sharpen the 'what' beyond 'wow experience'.

Tie the broad triggers ('wants inspiration', 'something interesting') more tightly to the surprise intent (e.g., 'wants a fun, unexpected creation') to reduce conflict with general brainstorming skills.

DimensionReasoningScore

Specificity

The description names the core mechanism ("dynamically discovering and creatively combining other enabled skills") but the headline action "Create a delightful, unexpected 'wow' experience" is abstract and no concrete deliverable types are enumerated. This matches anchor 3 (domain plus 1-2 concrete actions, not comprehensive) rather than anchor 4's several specific actions.

3 / 5

Completeness

It explicitly answers both what ("Create a delightful, unexpected 'wow' experience ... by dynamically discovering and creatively combining other enabled skills") and when ("Triggers when the user says 'surprise me'..." with multiple concrete quoted trigger phrases). It exceeds anchor 4, whose 'when' clause "could be more explicit or specific".

5 / 5

Trigger Term Quality

It quotes natural phrases users would actually say ("surprise me", "something interesting") plus relevant states (bored, wants inspiration). Coverage is good but a few natural variants (e.g., "entertain me", "show me something cool") are missing, fitting anchor 4 rather than 5's comprehensive synonym coverage.

4 / 5

Distinctiveness Conflict Risk

"Surprise me" is a distinct niche trigger, but the broad triggers "wants inspiration" and "asks for 'something interesting'" overlap with general creative/brainstorming skills. This fits anchor 3 (somewhat specific but could still overlap) rather than anchor 4's minor overlap risk with closely related skills.

3 / 5

Total

15

/

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.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

bytedance/deer-flow

Path

skills/public/surprise-me/SKILL.md

Reviewed

Table of Contents

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