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launchdarkly-flag-discovery

Audit your LaunchDarkly feature flags to understand the landscape, find stale or launched flags, and assess removal readiness. Use when the user asks about flag debt, stale flags, cleanup candidates, flag health, or wants to understand their flag inventory.

79

Quality

100%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

100%

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

The body is a tight, well-structured workflow that names concrete MCP tools with their parameters and defaults, branches cleanly by goal, and pushes detail into two real one-level reference files. It avoids explaining concepts Claude already knows and includes explicit validation/feedback steps for removal decisions.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence — it never explains what a feature flag is or how an MCP server works, and every section contributes actionable specifics such as tool names, parameters, and default values.

3 / 3

Actionability

Provides concrete tool names (list-flags, get-flag, check-removal-readiness) with specific parameters and defaults (inactiveDays 30, includeOnly temporary) and enumerated verdict categories; guidance is actionable even without literal code.

3 / 3

Workflow Clarity

A clear six-step sequence branches by user goal and includes an explicit feedback loop via check-removal-readiness (blocked → "Must resolve first") plus a categorization checkpoint before recommending action.

3 / 3

Progressive Disclosure

SKILL.md serves as a concise overview with two well-signaled one-level-deep references (flag-health-signals.md, removal-readiness-checklist.md), both of which exist as real files under ./references/, so content is appropriately split.

3 / 3

Total

12

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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.

The description is specific, trigger-rich, complete, and clearly scoped to LaunchDarkly flag discovery. It names concrete actions and includes an explicit "Use when" clause covering several natural phrasings.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — "Audit your LaunchDarkly feature flags", "find stale or launched flags", and "assess removal readiness" — matching the anchor for listing multiple specific concrete actions.

3 / 3

Completeness

Clearly answers what the skill does (audit, find stale/launched, assess readiness) and when to use it via an explicit "Use when the user asks about..." trigger clause, satisfying both halves.

3 / 3

Trigger Term Quality

Covers natural terms a user would actually say — "flag debt", "stale flags", "cleanup candidates", "flag health", and "flag inventory" — giving good coverage of common phrasings.

3 / 3

Distinctiveness Conflict Risk

Scoped to LaunchDarkly feature-flag discovery with distinctive triggers (flag debt, removal readiness), making it unlikely to fire for unrelated skills.

3 / 3

Total

12

/

12

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

relative_links

Relative link issues: 3 suspicious

Warning

Total

15

/

16

Passed

Repository
launchdarkly/ai-tooling
Reviewed

Table of Contents

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