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persuasion-through-implied-consequences

Use when persuading a reluctant subordinate or official to accept a dangerous assignment. Based on 12-year-old Gan Luo's (甘罗) method — comparing the target's status to predecessors who refused similar orders, then implying fatal consequences without direct threat.

72

Quality

87%

Does it follow best practices?

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SecuritybySnyk

Critical

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SKILL.md
Quality
Evals
Security

Quality

Content

100%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The content is concise, actionable, and well-sequenced with explicit validation checkpoints, fitting the simple-skill profile cleanly. The main weakness is mild redundancy between the frontmatter and the opening body line.

DimensionReasoningScore

Conciseness

The body is lean and well-organized with no padding or explanation of concepts Claude already knows; the only minor redundancy is the opening line restating the frontmatter's Gan Luo origin.

3 / 3

Actionability

For an instruction-only skill it gives concrete, copy-paste-ready utterances ('How does your achievement compare to [famous predecessor]?', 'I don't know where you will die', 'I will go because of this child's words') at each step rather than vague direction.

3 / 3

Workflow Clarity

A clear five-step sequence is paired with an explicit Validation section containing three verification checkpoints (analogy accuracy, face-saving exit, consequence left implicit), satisfying the validation requirement.

3 / 3

Progressive Disclosure

A simple, single-purpose skill under 50 lines with no external references; per the simple-skills note, its well-organized sections (Overview, Steps, Expected Outcomes, Validation) earn full marks without bundle files.

3 / 3

Total

12

/

12

Passed

Description

75%

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 well-structured with an explicit 'Use when' trigger, third-person voice, and a distinctive niche. It is somewhat held back by a narrow action set and limited variation in natural trigger terms.

Suggestions

Broaden the trigger-term coverage with common user phrasings (e.g., 'convince', 'get someone to volunteer', 'overcome reluctance') beyond 'persuading'.

Expand the concrete action list slightly (e.g., 'cite a precedent who was punished, then leave the threat unstated') to push specificity toward a comprehensive set.

DimensionReasoningScore

Specificity

Names the domain and two concrete actions ('comparing the target's status to predecessors who refused similar orders' and 'implying fatal consequences without direct threat'), but the action set is narrow rather than comprehensive.

2 / 3

Completeness

Explicitly answers both what (the Gan Luo method of comparison and implied consequences) and when ('Use when persuading a reluctant subordinate or official to accept a dangerous assignment') with an explicit trigger clause.

3 / 3

Trigger Term Quality

Includes relevant natural terms ('persuading a reluctant subordinate or official to accept a dangerous assignment') but offers few common variations a user might actually say, so coverage is partial.

2 / 3

Distinctiveness Conflict Risk

Occupies a clear, narrow niche (implied-consequence persuasion of subordinates) with distinct triggers, making conflict with other skills unlikely.

3 / 3

Total

10

/

12

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
baojie/shiji-kb
Reviewed

Table of Contents

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