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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'.

84

1.48x
Quality

77%

Does it follow best practices?

Impact

92%

1.48x

Average score across 3 eval scenarios

SecuritybySnyk

Advisory

Suggest reviewing before use

Optimize this skill with Tessl

npx tessl skill review --optimize ./skills/onboarding/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

54%

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 and progressive disclosure — the multi-step process is meticulously sequenced with clear decision points, validation steps, and error recovery paths, and content is well-distributed across nested skills. However, the skill suffers significantly from verbosity: many directives are repeated across sections, internal behavioral instructions (tone guidelines, forbidden output patterns, source attribution logic) consume substantial token budget, and concepts are over-explained. Actionability is moderate since most concrete implementation is delegated to nested skills without inline fallback code.

Suggestions

Reduce verbosity by consolidating repeated information (e.g., key types, MCP fallback behavior, decision point rules) into single authoritative locations rather than restating them in Prerequisites, Workflow, and Edge Cases.

Move the lengthy Agent Behavior Directives (Source Attribution, Decision Points formatting, User-Facing Communication tone rules) into a separate behavioral-directives reference file, keeping only a brief summary and link in the main SKILL.md.

Add at least one concrete, executable code example inline (e.g., a sample SDK initialization snippet or a sample MCP tool call) so the orchestration skill itself contains actionable code rather than purely delegating everything to nested files.

DimensionReasoningScore

Conciseness

The skill is extremely verbose at ~350+ lines with extensive repetition of concepts across sections (e.g., key types explained in Prerequisites and re-referenced multiple times, decision points listed in a table then re-explained in workflow, MCP fallback behavior repeated in Prerequisites, Step 4, and Edge Cases). Many directives explain things Claude already knows (how to detect file existence, how to read a log file, what a monorepo is). The Agent Behavior Directives section alone is massive and could be condensed significantly.

1 / 3

Actionability

The skill provides some concrete commands (e.g., the `npx skills add` command in Step 3, specific URL patterns for deep-linking) and clear decision-point tables, but most steps delegate to nested skills without providing executable code inline. The actual SDK installation, flag creation, and MCP configuration are all 'hand off to [nested skill]' with no fallback code shown in this file. The guidance is structured but largely procedural prose rather than executable.

2 / 3

Workflow Clarity

The workflow is exceptionally well-sequenced with Steps 0-6 clearly ordered, explicit blocking vs non-blocking decision points catalogued in a table, validation checkpoints (MCP auto-verify, compile check), error recovery paths (resume from log, MCP fallback to ldcli), and a comprehensive edge cases table covering every foreseeable branching scenario. Feedback loops are present (e.g., 'If the call fails... suggest a restart... If restart doesn't help, fall back').

3 / 3

Progressive Disclosure

The skill is clearly structured as an orchestration overview that delegates to well-signaled nested skills (mcp-configure, sdk-install with detect/plan/apply, first-flag) and references (sdk recipes, snippets, summary template, editor rules). References are one level deep, clearly labeled by step, and organized in a dedicated References section at the bottom. Navigation between the overview and nested skills is explicit and well-signaled.

3 / 3

Total

9

/

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 onboarding workflow for LaunchDarkly integration. It lists concrete actions, includes natural trigger terms users would use, has an explicit 'Use when' clause, and occupies a distinct niche. The only minor weakness is that some internal jargon (MCP, companion flag skills, resumable log) may not be immediately clear, but these don't detract from the description's effectiveness for 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.

3 / 3

Completeness

Clearly answers both what (onboard a project to LaunchDarkly with specific steps like SDK install, first flag, etc.) and when (explicit 'Use when' clause with triggers like 'adding LaunchDarkly', 'setting up feature flags', '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 how users would phrase requests.

3 / 3

Distinctiveness Conflict Risk

Highly distinctive with a clear niche around LaunchDarkly onboarding specifically. The combination of 'LaunchDarkly', 'onboard', and 'SDK install' makes it very 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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