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onboarding

Onboard a project to LaunchDarkly: kickoff roadmap, resumable log, explore repo, MCP, companion flag skills, nested SDK install (detect/plan/apply), first flag. Use when adding LaunchDarkly, setting up or integrating feature flags in a project, SDK integration, or 'onboard me'.

88

1.48x
Quality

85%

Does it follow best practices?

Impact

92%

1.48x

Average score across 3 eval scenarios

SecuritybySnyk

Advisory

Suggest reviewing before use

SKILL.md
Quality
Evals
Security

Quality

Content

70%

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

This is a comprehensive orchestration skill with excellent workflow clarity, strong actionability, and well-structured progressive disclosure across nested skills. Its primary weakness is significant verbosity — the document contains extensive internal behavioral directives, repeated cross-references, and meta-instructions (Decision Points formatting, User-Facing Communication rules, Source Attribution) that inflate token cost substantially. Many sections could be condensed by 50%+ without losing actionable content.

Suggestions

Consolidate the Agent Behavior Directives section — Source Attribution, Progress Tracking, Decision Points, User-Facing Communication, and Step Execution Rules together consume ~100 lines that could be reduced to ~30 lines of terse rules or moved to a separate agent-directives reference file.

Remove repeated explanations of key-type matching and MCP fallback behavior that appear in both Prerequisites and the step descriptions — state each fact once and cross-reference.

Trim the Prerequisites section significantly — the deferred-account-status explanation spans ~15 lines and could be a 2-line rule ('Do not ask about account status upfront; infer via MCP OAuth in Step 4 or surface at D7 in Step 5').

DimensionReasoningScore

Conciseness

The skill is extremely verbose at ~400+ lines with extensive internal process documentation, repeated cross-references, and detailed behavioral directives (Decision Points, Agent Behavior Directives, Source Attribution) that could be significantly condensed. Many sections re-explain concepts or repeat information already covered in nested skills (e.g., key types, MCP fallback behavior mentioned multiple times).

1 / 3

Actionability

The skill provides highly concrete, executable guidance: specific bash commands (npx skills add), exact file paths, precise decision-point tables with IDs and branching logic, URL patterns for deep-linking, and clear delegation to nested skills with explicit handoff points. Every step has actionable instructions.

3 / 3

Workflow Clarity

The workflow is exceptionally well-sequenced with Steps 0-6 clearly ordered, explicit blocking vs non-blocking decision points enumerated in a table, validation checkpoints (MCP auto-verify, compile check), error recovery paths (resume from log, MCP fallback), and a comprehensive edge-case table covering every branching scenario.

3 / 3

Progressive Disclosure

The skill is structured as an orchestration overview that delegates to clearly referenced nested skills (mcp-configure, sdk-install with detect/plan/apply, first-flag) and reference files (recipes, snippets, summary template, editor rules). References are one level deep, well-signaled with relative paths, and organized in a dedicated References section by step.

3 / 3

Total

10

/

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 a strong skill description that clearly defines a specific workflow (LaunchDarkly project onboarding) with concrete steps and explicit trigger conditions. It uses third person voice appropriately and includes natural keywords users would say. The only minor weakness is that the compressed, comma-separated list of steps (e.g., 'MCP', 'companion flag skills') may be slightly cryptic to someone unfamiliar with the workflow, but this doesn't significantly impact skill selection.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions: kickoff roadmap, resumable log, explore repo, MCP, companion flag skills, nested SDK install (detect/plan/apply), first flag. These are detailed, actionable steps in an onboarding workflow.

3 / 3

Completeness

Clearly answers both 'what' (onboard a project to LaunchDarkly with specific steps) and 'when' (explicit 'Use when adding LaunchDarkly, setting up or integrating feature flags in a project, SDK integration, or onboard me').

3 / 3

Trigger Term Quality

Includes strong natural trigger terms users would say: 'LaunchDarkly', 'feature flags', 'SDK integration', 'onboard me', 'setting up', 'integrating'. Good coverage of both product-specific and general terms.

3 / 3

Distinctiveness Conflict Risk

Highly distinctive with a clear niche: LaunchDarkly onboarding specifically. The combination of 'LaunchDarkly', 'onboard', and 'SDK install' creates a unique trigger profile unlikely to conflict with other skills.

3 / 3

Total

12

/

12

Passed

Validation

100%

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

Validation11 / 11 Passed

Validation for skill structure

No warnings or errors.

Repository
launchdarkly/ai-tooling
Reviewed

Table of Contents

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