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moai-workflow-jit-docs

Enhanced Just-In-Time document loading system that discovers, loads, and caches relevant documentation based on user intent and project context. Use when users need specific documentation on demand.

50

Quality

56%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Low

Low-risk findings worth noting

Fix and improve this skill with Tessl

tessl review fix ./.moai/archive/skills/v3.0/moai-workflow-jit-docs/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

35%

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

The body is well-sectioned and includes useful error-handling and verification content, but it is heavily padded with conceptual restatement, offers no executable examples, and fails to route readers to the existing reference/example bundle files.

Suggestions

Trim the descriptive Implementation Guide and Advanced Patterns to lean, actionable steps, moving conceptual detail (intent taxonomy, quality-weight formulas) into the existing reference.md.

Add concrete, copy-paste-ready examples — actual WebFetch/WebSearch/Context7 invocations — or link to references/examples.md for them, instead of abstract step descriptions.

Signal the bundle files from the overview (e.g. "API: See [reference.md](references/reference.md); worked examples: See [examples.md](references/examples.md)") so progressive disclosure is one level deep and navigable.

DimensionReasoningScore

Conciseness

The ~258-line body is verbose and padded — sections like Intent Detection, Loading Strategies, Quality Assessment (with authority/recency/completeness percentages), Performance Optimization, and Advanced Patterns restate behaviors Claude already grasps; it does not reach level 2 because the bulk is descriptive restatement rather than merely "could be tightened."

1 / 3

Actionability

Practical Workflows name concrete tools and sequenced steps ("Load FastAPI security documentation via WebFetch", "Search for JWT best practices via WebSearch"), but no executable example invocations or copy-paste commands are given, so it stops short of the fully-executable level 3.

2 / 3

Workflow Clarity

Sequenced workflows exist and there is a separate Error Handling section plus a Verification checklist, but the core workflows lack inline validation checkpoints between steps (checkpoints are implicit or in detached sections), matching the "sequence present but checkpoints missing or implicit" anchor.

2 / 3

Progressive Disclosure

Bundle files references/examples.md and references/reference.md exist, yet the body never links or signals them, while large conceptual sections remain inline; it is above 1 because the body is organized into clear headed sections (not a monolithic wall), but below 3 because the references are not navigable from the overview.

2 / 3

Total

7

/

12

Passed

Description

77%

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 cleanly states three concrete capabilities and includes an explicit "Use when..." trigger, but its trigger vocabulary is narrow (essentially only "documentation") and the documentation domain risks overlap with sibling skills.

Suggestions

Broaden trigger terms to natural variations users actually say, e.g. "Use when users need API reference, library docs, or how-to guidance on demand."

Sharpen distinctiveness from sibling doc skills by naming the distinguishing behavior, e.g. "on-demand, intent-based loading and caching" rather than the generic "documentation" domain.

DimensionReasoningScore

Specificity

Lists three concrete actions — "discovers, loads, and caches relevant documentation" — matching the multiple-specific-actions anchor; it is not the level below because it goes beyond naming a domain to enumerating distinct operations.

3 / 3

Completeness

Answers both what ("discovers, loads, and caches relevant documentation") and when via an explicit "Use when users need specific documentation on demand" trigger clause, satisfying the both-what-and-when anchor.

3 / 3

Trigger Term Quality

The only natural user term present is "documentation" (repeated in "specific documentation on demand"), with no common variations such as "docs", "API reference", or "look up"; it is above 1 because "documentation" is a genuine natural keyword, but below 3 due to narrow coverage.

2 / 3

Distinctiveness Conflict Risk

The JIT/on-demand loading niche is somewhat specific, but the broad "documentation" domain overlaps with several other doc skills the body itself lists (moai-docs-generation, moai-workflow-docs, moai-library-nextra), so it is not the clearly-distinct level 3.

2 / 3

Total

10

/

12

Passed

Validation

87%

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

Validation14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

allowed_tools_field

'allowed-tools' contains unusual tool name(s)

Warning

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

14

/

16

Passed

Repository
modu-ai/moai-adk
Reviewed

Table of Contents

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