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research-curator

Orchestrate research entry lifecycle in ./research/ — create, batch-import, refresh stale entries, and validate structure. Use when asked to add a tool, research a URL, document a library, refresh research, validate entries, or given any tool or library URL. Supports --batch (parallel multi-URL), --rerun (refresh one or all entries), and --validate (structural check with auto-fix of error-severity issues).

74

Quality

92%

Does it follow best practices?

Impact

No eval scenarios have been run

SecuritybySnyk

Passed

No known issues

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.

This is a well-structured, highly actionable orchestration skill with excellent workflow clarity through Mermaid diagrams and explicit validation checkpoints. Its main weakness is verbosity — the Mermaid diagrams and subsequent textual step lists are largely redundant, and the agent relay rules section, while valuable, is lengthy. The progressive disclosure is strong with clear references to supporting files for detailed specifications.

Suggestions

Eliminate the redundant textual step-by-step instructions that follow each Mermaid diagram, since the diagrams are declared authoritative — or remove the diagrams and keep only the numbered steps. This would cut ~30% of content.

Consider moving the Agent Result Relay Rules and Pre-Relay Quality Checklist to a separate reference file (e.g., ./references/relay-rules.md) with a brief inline summary, since these rules are shared across all modes and consume significant token budget.

DimensionReasoningScore

Conciseness

The skill is quite long (~350+ lines) with significant repetition — the Mermaid diagrams duplicate the textual step-by-step instructions that follow them, and the relay rules section is verbose. However, most content is genuinely instructional rather than explaining concepts Claude already knows, and the domain complexity justifies substantial length.

2 / 3

Actionability

The skill provides fully concrete, executable guidance: exact bash commands for validation and git operations, precise Agent tool invocation parameters with prompt strings, specific output format templates, and detailed error handling paths. Nothing is left vague or pseudocode-level.

3 / 3

Workflow Clarity

Multi-step workflows are exceptionally well-defined with authoritative Mermaid flowcharts, explicit validation checkpoints (pre-relay quality checklist), error handling branches (file not found, agent failure), and feedback loops (validate → fix → re-validate pattern). Each mode has clear sequencing with decision points and stop conditions.

3 / 3

Progressive Disclosure

The skill serves as a clear orchestration overview with well-signaled one-level-deep references to entry-template.md, validation-rules.md, batch-mode.md, and specific agent files. Each mode section provides enough inline context to act while deferring detailed specifications to reference files. Navigation is straightforward.

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.

This is an excellent skill description that clearly communicates what the skill does (manage research entries with create, import, refresh, validate operations), when to use it (with explicit trigger scenarios), and how it works (with specific CLI flags). It uses third-person voice throughout and provides both high-level purpose and granular operational details without being unnecessarily verbose.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions: create, batch-import, refresh stale entries, validate structure, plus specific flags (--batch, --rerun, --validate) with their behaviors like 'parallel multi-URL', 'structural check with auto-fix of error-severity issues'.

3 / 3

Completeness

Clearly answers both 'what' (orchestrate research entry lifecycle — create, batch-import, refresh, validate) and 'when' (explicit 'Use when asked to add a tool, research a URL, document a library, refresh research, validate entries, or given any tool or library URL').

3 / 3

Trigger Term Quality

Includes strong natural trigger terms users would say: 'add a tool', 'research a URL', 'document a library', 'refresh research', 'validate entries', 'tool or library URL'. These cover a wide range of natural phrasings a user might employ.

3 / 3

Distinctiveness Conflict Risk

Highly distinctive with a clear niche: research entry lifecycle in ./research/ directory, with specific flags and operations. The combination of research entries, URL documentation, and structural validation creates a unique profile unlikely to conflict with other skills.

3 / 3

Total

12

/

12

Passed

Validation

90%

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

Validation10 / 11 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

Total

10

/

11

Passed

Repository
Jamie-BitFlight/claude_skills
Reviewed

Table of Contents

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