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apply

Apply LaunchDarkly SDK onboarding: install dependency (or dual-SDK pair), configure env and secrets with consent, add init at entrypoint(s), verify compile. Nested under sdk-install; next is run.

55

Quality

63%

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SecuritybySnyk

High

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tessl review fix ./skills/onboarding/sdk-install/apply/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

67%Weight 40%Scale 1-5

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 well-structured, actionable instruction skill with clear sequencing and strong consent/security checkpoints. Its main weaknesses are repetition of the dual-SDK and STOP warnings, and inline material that could be pushed to references.

Suggestions

Consolidate the dual-SDK guidance into one authoritative block and reference it from each step instead of restating it.

Make the Step 4 verify loop explicit (build → on failure fix → rebuild → only proceed when green) to match the validation-loop anchor.

Consider moving the full D7 consent option matrix and env-var tables into a referenced file to reduce inline length.

DimensionReasoningScore

Conciseness

Mostly efficient conditional guidance, but the dual-SDK requirement and the "STOP. Do not write the question as text" warnings are restated across multiple steps, adding noticeable repetition that could be tightened.

3 / 5

Actionability

Concrete, executable guidance throughout — a copy-paste MCP call, a variable-name/source table, specific dashboard URLs, and structured D7/D8 questions — with only minor gaps since per-SDK init code is deferred to references by design.

4 / 5

Workflow Clarity

A clear 4-step sequence (install → secrets → init → verify) with a Step 4 compile checkpoint ("Do not proceed ... if the code doesn't compile") and D7/D8 blocking feedback loops; the retry/re-validate loop in Step 4 is only implicit.

4 / 5

Progressive Disclosure

Well-signaled one-level-deep references (recipes.md, snippets/, official docs) with clear section structure, though sizable inline material (the full D7 consent flow, env-var tables) could arguably live in a reference file.

4 / 5

Total

15

/

20

Passed

Description

58%Weight 40%Scale 1-5

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 clearly states concrete actions for the apply step but omits an explicit "Use when..." trigger clause, capping completeness. Trigger terms are relevant but somewhat technical and miss natural synonyms like "feature flags".

Suggestions

Add an explicit trigger clause, e.g. "Use when applying/integrating the LaunchDarkly SDK into a codebase after planning."

Include natural user-facing synonyms such as "feature flags" or "set up LaunchDarkly" alongside the technical SDK terms.

Tighten the navigation tail ("Nested under sdk-install; next is run") so it does not read as the only trigger guidance.

DimensionReasoningScore

Specificity

Lists several concrete actions — "install dependency (or dual-SDK pair)", "configure env and secrets with consent", "add init at entrypoint(s)", "verify compile" — covering the apply workflow comprehensively with only minor gaps in SDK-specific detail.

4 / 5

Completeness

The "what" is clear (install, configure, init, verify), but there is no "Use when..." trigger clause — only navigation ("Nested under sdk-install; next is run"), so completeness is capped at 3 per the missing-trigger guidance.

3 / 5

Trigger Term Quality

Relevant keywords like "LaunchDarkly SDK onboarding", "dual-SDK", and "init at entrypoint" are present but lean technical; common natural synonyms such as "feature flags" or "set up LaunchDarkly" are missing.

3 / 5

Distinctiveness Conflict Risk

The LaunchDarkly SDK onboarding niche is clear and distinct, though as a nested "apply" step it has minor overlap risk with sibling skills (plan, run, detect).

4 / 5

Total

14

/

20

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: 14 suspicious

Warning

Total

15

/

16

Passed

Repository
launchdarkly/ai-tooling
Reviewed

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