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talent-retention-through-reputation

Use when experiencing talent attrition or when followers perceive hypocrisy between stated values and leader behavior. Diagnoses the root cause through direct inquiry, then requires a visible personal sacrifice to demonstrate that talent is valued above personal pleasures or possessions.

75

Quality

92%

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SKILL.md
Quality
Evals
Security

Quality

Content

85%

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

The body is concise, well-sequenced, and includes explicit validation with feedback loops, scoring strongly on conciseness, workflow clarity, and progressive disclosure. Its weakness is actionability: the central directives ('visible sacrifice', 'direct inquiry') are concrete in intent but underspecified in execution.

Suggestions

Add a concrete example of an acceptable 'visible sacrifice' — e.g., relinquishing a specific privilege or possession tied to the cited grievance — so Step 4 is unambiguous rather than open-ended.

Give the 'direct inquiry' in Step 2 specific questions to ask (e.g., 'What contradiction between my stated values and my behavior are you seeing?') instead of leaving the method unspecified.

Specify how to 'monitor follower sentiment' in Step 1 concretely — a recurring check-in cadence or an exit-conversation trigger — so the first action is executable rather than descriptive.

DimensionReasoningScore

Conciseness

The body is lean — a one-sentence Overview, terse numbered steps, and compact Decision Point/Expected Outcome/Validation sections — with no exposition of concepts Claude already knows, matching the score-3 'lean and efficient; every token earns its place' anchor; not a 2 because there is no unnecessary explanation to tighten.

3 / 3

Actionability

Steps like 'Make a visible sacrifice that demonstrates commitment to stated values' and 'investigate the root cause through direct inquiry' name actions but leave key details unspecified (what sacrifice, which questions), matching the score-2 'some concrete guidance but incomplete; missing key details' anchor; not a 1 because a clear procedure and Decision Point do instruct rather than merely describe, and not a 3 because the core actions lack concrete, copy-ready specifics.

2 / 3

Workflow Clarity

Quotes a six-step numbered sequence plus a Validation section with feedback loops — 'if departures continue, the sacrifice was insufficient or the root cause was misdiagnosed' — and explicit checks (track rates before/after, verify visibility, confirm the grievance is addressed), matching the score-3 'clear sequence with explicit validation steps; feedback loops' anchor; not a 2 because validation checkpoints are explicit, not implicit.

3 / 3

Progressive Disclosure

At ~30 lines, single-purpose, and with no bundle files, the well-organized sections (Overview, Steps, Decision Point, Expected Outcome, Validation) satisfy the rubric's note that sub-50-line skills with no external references can score 3 on organization alone; not a 2 because content is appropriately sectioned rather than a monolithic wall or inline material that belongs elsewhere.

3 / 3

Total

11

/

12

Passed

Description

100%

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-crafted: third-person voice, an explicit 'Use when...' trigger, concrete named actions, and a distinct niche that avoids conflict with other skills. It satisfies the strongest anchors on every dimension.

DimensionReasoningScore

Specificity

Quotes 'Diagnoses the root cause through direct inquiry, then requires a visible personal sacrifice to demonstrate that talent is valued above personal pleasures or possessions' — multiple concrete actions (direct inquiry, visible sacrifice) rather than vague language, matching the score-3 anchor; not a 2 because it goes beyond naming only a domain and some actions.

3 / 3

Completeness

Quotes an explicit 'Use when...' clause for the when, and 'Diagnoses the root cause... then requires a visible personal sacrifice...' for the what — clearly answers both, matching the score-3 anchor; not a 2 because the trigger is explicit rather than merely implied.

3 / 3

Trigger Term Quality

Quotes 'experiencing talent attrition' and 'followers perceive hypocrisy between stated values and leader behavior' — natural trigger terms a user in this situation would voice, with better coverage than the score-2 'Works with PDF files' anchor; not a 2 because it surfaces multiple distinct natural triggers rather than a single thin keyword.

3 / 3

Distinctiveness Conflict Risk

The niche — retaining talent via a visible personal sacrifice to repair perceived leader hypocrisy — is highly specific and unlikely to fire for any other skill, matching the score-3 'clear niche with distinct triggers' anchor; not a 2 because it does not plausibly overlap with neighboring skills.

3 / 3

Total

12

/

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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