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seeking-hidden-talent

Use when locating capable individuals who have withdrawn from public life. Covers intelligence gathering, informal approach, and relationship-building with reclusive talent in humble occupations.

61

Quality

71%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Passed

No findings from the security scan

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tessl review fix ./kg/ontology/ontology-v1/skus/procedural/skill_167/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

71%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 compact, well-organized instruction-only skill with a sequenced workflow and explicit verification checks. Its weakest point is actionability: the steps describe what to do but not concretely how to execute each step.

Suggestions

Flesh out the higher-level steps with concrete execution detail, e.g. for intelligence gathering list sources to check (reputation networks, local informants, former associates) and for approach give a sample opening gambit.

Add a brief feedback/recovery note in Verification for what to do when a check fails (e.g. re-approach on different terms) to close the loop.

DimensionReasoningScore

Conciseness

Lean and well-sectioned with no over-explanation of concepts Claude already knows; only the slightly philosophical Key Principles / Expected Outcomes framing could be trimmed.

4 / 5

Actionability

Steps are concrete behavioral directives ("Approach them informally, without entourage or ceremony") but stay high-level, lacking specific execution detail or examples for how to gather intelligence or approach.

3 / 5

Workflow Clarity

A clear 7-step sequence is paired with an explicit Verification section of three confirmatory checks; it lacks an explicit validate-then-fix feedback loop, so it sits just below the top anchor.

4 / 5

Progressive Disclosure

Under 50 lines, single-purpose, no external references needed, and organized into clear sections (Overview, Steps, Key Principles, Expected Outcomes, Verification) — meeting the simple-skill exception for a top score.

5 / 5

Total

16

/

20

Passed

Description

71%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-formed description with an explicit Use-when trigger, a clear what/when split, and a distinctive niche. Its main weakness is trigger-term coverage: the keywords are domain-appropriate but thin on natural synonyms a user would actually say.

Suggestions

Add natural synonym phrases users might voice, e.g. "finding overlooked experts", "recruiting reclusive specialists", or "reaching withdrawn professionals".

Sharpen the when-clause with concrete trigger phrasing (e.g. "Use when a user wants to recruit or befriend someone known for ability who now lives obscurely").

DimensionReasoningScore

Specificity

Names the domain and three concrete action areas — "intelligence gathering, informal approach, and relationship-building" — with only minor coverage gaps, matching the several-specific-actions anchor.

4 / 5

Completeness

Explicitly answers both what ("Covers intelligence gathering, informal approach, and relationship-building...") and when ("Use when locating capable individuals who have withdrawn from public life"), though the when-trigger is somewhat abstract.

4 / 5

Trigger Term Quality

Includes relevant niche phrases ("reclusive talent", "withdrawn from public life", "humble occupations") but lacks common synonyms or variations a user might naturally voice.

3 / 5

Distinctiveness Conflict Risk

The reclusive-talent / humble-occupation niche is highly specific with distinct triggers and minimal realistic overlap with other skills.

5 / 5

Total

16

/

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
baojie/shiji-kb
Reviewed

Table of Contents

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