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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)

68

Quality

85%

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.

A well-structured, largely actionable skill body with genuine progressive disclosure into a real, verified bundle. Main weaknesses are minor redundancy between the process steps and the requirements/signal-mode sections, and a missing explicit fix-and-retry loop for failed validation.

Suggestions

Merge 'Expert Structure Requirements' into step 2 and the 'Signal Mode' section into step 6 to eliminate duplicated structure and commands.

Add explicit error recovery after validation, e.g. 'If validation fails, fix the reported issues and re-run until it passes before registering'.

Include one short worked example of a synthesized reference file or run_signal.sh snippet to make steps 3-4 fully concrete.

DimensionReasoningScore

Conciseness

The body is lean, using compact tables (domain/signal mapping, quick commands) and templates without explaining concepts Claude already knows. It earns a 4 rather than 5 because the 'Expert Structure Requirements' section repeats the directory structure already shown in step 2, and the 'Signal Mode' section re-states the validate/register commands from step 6.

4 / 5

Actionability

Concrete, executable commands are given ('scripts/validate_expert.sh /path/to/expert-{name}', 'scripts/register_expert.sh /path/to/expert-{name}') along with a copy-paste example prompt, a directory template, and a frontmatter template. It falls short of level 5 because steps 3-4 rely on placeholder templates ('{topic-1}.md', '{helper}.sh') and delegate script content to reference files without showing even one worked example inline.

4 / 5

Workflow Clarity

Seven clearly numbered steps run from input analysis to reporting, with an explicit validation checkpoint ('Run validation... If valid, register') backed by a Validation Checks list, so no destructive/batch cap applies. It is not level 5 because the error-recovery loop is one-sided: it never states what to do when validation fails (fix and re-run), and registration reporting of line numbers is mentioned without a re-check step.

4 / 5

Progressive Disclosure

The SKILL.md is a clear overview that splits detail into well-signaled, one-level-deep references ('See references/expert-structure.md', 'references/catalog-formats.md', 'references/signal-patterns.md'), all of which exist in the bundle alongside the referenced scripts (validate_expert.sh, register_expert.sh). This matches the anchor for a clear overview with well-signaled one-level-deep references and easy navigation.

5 / 5

Total

17

/

20

Passed

Description

87%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 strong description that answers both what and when with concrete trigger phrases and a well-scoped niche. Its only deductions are the imperative (second-person) input sentence and a few missing natural trigger synonyms such as 'SDD expert'.

Suggestions

Rewrite the input sentence in third person, e.g. 'Takes a markdown file path with domain knowledge plus optional steering context', to remove the second-person voice.

Add natural trigger synonyms such as 'SDD expert', 'generate expert', and 'expert from docs' to the trigger list.

DimensionReasoningScore

Specificity

Quotes like 'Automatically synthesizes references, generates signal scripts, validates, and registers in experts.md/signals.md catalogs' list several concrete actions covering the full pipeline, matching the anchor for several specific actions with minor gaps. The imperative sentence 'Provide a markdown file path with domain knowledge + optional steering context' is second-person voice rather than third person, so the +1 voice penalty is applied to an otherwise level-5 capability list.

4 / 5

Completeness

The 'what' is explicit ('creating new SDD experts from domain documentation... synthesizes references, generates signal scripts, validates, and registers') and the 'when' is explicit via the concrete 'Triggers - create expert, new expert, make expert...' clause, an explicit trigger-guidance equivalent of a 'Use when...' clause. This clearly matches the anchor for explicitly answering both what and when with concrete trigger phrases, not the level-4 anchor where the 'when' is weaker or less specific.

5 / 5

Trigger Term Quality

'Triggers - create expert, new expert, make expert, expert for, domain expert, add expert' gives good coverage of natural verb variations users would say. It misses a few natural terms such as 'SDD expert', 'generate expert', or 'expert from docs', matching the 'good keyword coverage; a few natural terms missing' anchor rather than the comprehensive-synonyms anchor at 5.

4 / 5

Distinctiveness Conflict Risk

The niche is distinct ('Meta skill for creating new SDD experts from domain documentation' with catalog registration in experts.md/signals.md) and its triggers ('create expert', 'domain expert', 'add expert') point unambiguously to this creator skill. It matches the 'clear niche with distinct triggers; minimal conflict risk' anchor; no neighboring anchor fits better since no other skill in this system would claim expert-creation phrases.

5 / 5

Total

18

/

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.

Validation — 15 / 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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