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expert-sdd-creator

Meta skill for creating new SDD experts from domain documentation. Provide a markdown file path with domain knowledge + optional steering context. Automatically synthesizes references, generates signal scripts, validates, and registers in experts.md/signals.md catalogs. Single-prompt creation with follow-up tweaks. Triggers - create expert, new expert, make expert, expert for, domain expert, add expert (project)

67

Quality

81%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

The canonical home for this skill is expert-sdd-creator in tdg-ninja/context-specs-factory-ai

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.

The content is well-structured with a clear sequenced workflow, real validation gate, and clean progressive disclosure to existing reference files. Weaknesses are placeholder-templated steps and a missing explicit validation-retry feedback loop.

Suggestions

Add an explicit error-recovery loop after the validation step (e.g., 'If validation fails: review errors, fix, and re-run validate_expert.sh until it passes before registering').

Replace or supplement the placeholder templates ({topic-1}.md, {name}) with a concrete worked example showing one fully-synthesized reference file.

Tighten the section intros (e.g., 'Automatically synthesizes references...' duplicates the frontmatter) to reduce remaining verbosity.

DimensionReasoningScore

Conciseness

The body is efficient, using tables, directory trees, and tight step lists with no padding or explanations of concepts Claude already knows; a few lines could be trimmed further.

4 / 5

Actionability

Provides concrete commands (validate_expert.sh, register_expert.sh), a directory layout, and a YAML template, but several synthesis steps rely on placeholder templates ({topic-1}.md, {name}) rather than fully executable code.

4 / 5

Workflow Clarity

A clear 7-step sequence with an explicit validation gate ('If valid, register') exists, but the body lacks an explicit error-recovery loop (fix and re-validate) after validation failure.

4 / 5

Progressive Disclosure

Clear overview with well-signaled, one-level-deep references ('→ See references/expert-structure.md / catalog-formats.md / signal-patterns.md'), all of which exist as real bundle files; navigation is easy.

5 / 5

Total

17

/

20

Passed

Description

83%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 strong: it states concrete actions and an explicit trigger list covering both 'what' and 'when'. It is held back from top marks by domain-internal jargon and minor trigger overlap risk.

DimensionReasoningScore

Specificity

Lists several concrete actions ('synthesizes references, generates signal scripts, validates, and registers in experts.md/signals.md catalogs') with minor gaps from domain-internal jargon like 'SDD'.

4 / 5

Completeness

Explicitly answers both what (creating experts, synthesizing, validating, registering) and when (concrete 'Triggers - ...' trigger phrases), matching the anchor for full what-and-when coverage.

5 / 5

Trigger Term Quality

Provides a natural trigger list ('create expert, new expert, make expert, expert for, domain expert, add expert') with good synonym coverage; a few natural phrasings could be added.

4 / 5

Distinctiveness Conflict Risk

Targets a distinct niche (creating SDD experts) with specific triggers; minor overlap risk exists with generic 'expert for' phrasings against other expert skills.

4 / 5

Total

17

/

20

Passed

Validation

93%

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

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

referenced_paths_exist

Referenced path issues: 1 missing

Warning

Total

15

/

16

Passed

Repository
tdg-ninja/context-specs-claude-code
Reviewed

Table of Contents

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