CtrlK
BlogDocsLog inGet started
Tessl Logo
SkillPublic

launchdarkly-factory-settings

Configure LaunchDarkly Factory settings (GitHub App auto-flagging and auto-releasing) via the hosted MCP, or diagnose why a pull request was not classified / auto-flagged. Use when the user wants to turn on auto-flagging, map a GitHub repo to a LaunchDarkly project, change Factory account defaults, unmap a repo, or asks why Factory did not classify their PR.

Quality

95%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

View guide
SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

88%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.

A strong, dense operational skill: it assumes Claude's intelligence, adds only domain-specific knowledge, and gives exact tool calls, decision rules, and confirmation scripts for both its workflows, with explicit verification steps for its destructive operations. The only refinements are minor: slight trimming of near-duplicate confirmation examples and optionally offloading runbook links / example catalogues to a reference file.

Suggestions

Conciseness: collapse the six confirm-before-write blockquotes into 3-4 representative cases (the account-level pair, one map-inheriting-OFF case, one map-inheriting-ON case) and rely on the stated 'same pattern' rule for the rest.

Progressive disclosure: move the internal Confluence runbook links and the extended confirm-script catalogue into a references/ file (e.g. RUNBOOKS.md) linked one level deep, keeping only the load-bearing confirmation gate inline.

DimensionReasoningScore

Conciseness

The body spends nearly every line on facts Claude cannot know (alpha gating behind `enable-factory-settings`, account-as-master-gate override semantics, `flow=install` vs `flow=authorize`, "Omit `autoCleanup`") and never explains known concepts. It is not a 5 because the six blockquote confirmation examples repeat the same sentence pattern (the text itself concedes "Same pattern for auto-releasing"), so a couple of rows could be trimmed; it is well above anchor 3 since there is no padded or redundant explanatory prose.

4 / 5

Actionability

Guidance is fully executable for an instruction-only skill: exact MCP tool names (`get-factory-settings`, `update-factory-repo-settings`, `delete-factory-repo-settings`), exact field names and argument shapes (`repo: "owner/name"`, `autoFlagging.approvalRequired`, `projectKey` on first map), precise decision rules (`enabledOverride` is true while `enabled` is false ⇒ repo opted out), and copy-ready confirmation scripts. This meets anchor 5's "specific examples cover the common cases" without any pseudocode gaps.

5 / 5

Workflow Clarity

Both workflows are explicitly sequenced with validation checkpoints: the diagnostic path is an ordered stop-at-first-failure checklist, and the configure path enforces read-before-write plus a dedicated "Step 4: Verify" ("Effective `enabled` must match the proposal", "Mapped repos appear in `list-factory-repo-settings`"). The destructive/batch cap at 3 does not apply because validation and confirmation gates are present throughout, matching anchor 5's feedback-loop pattern.

5 / 5

Progressive Disclosure

The file is well-sectioned with working anchor navigation ([Confirm before write](#confirm-before-write), [Configure settings](#configure-settings)) and appropriately keeps safety-critical confirmation text in the main file, so nothing is buried or misplaced. It falls short of anchor 5 because at ~145 lines with no bundle files, some inline material (the two Confluence runbook URLs and the catalogue of confirm-dialogue examples) could be split into a one-level-deep reference file; it is clearly above anchor 3, whose hallmark is inline content that clearly belongs elsewhere.

4 / 5

Total

18

/

20

Passed

Description

100%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 is a model example: it states concrete capabilities for both the configuration and diagnosis paths, pairs them with an explicit "Use when" clause of natural user phrasings including synonyms, and is tightly scoped to a distinct product niche with negligible conflict risk. No changes are needed.

DimensionReasoningScore

Specificity

The description enumerates concrete, distinct actions — "Configure LaunchDarkly Factory settings (GitHub App auto-flagging and auto-releasing)", "diagnose why a pull request was not classified / auto-flagged", "map a GitHub repo to a LaunchDarkly project", "unmap a repo", "change Factory account defaults" — covering both the configure and diagnose halves of the skill comprehensively. It exceeds anchor 4 (which allows minor coverage gaps) because no capability from the skill's actual scope is missing.

5 / 5

Completeness

It explicitly answers both parts: what it does ("Configure LaunchDarkly Factory settings ... via the hosted MCP, or diagnose why a pull request was not classified") and when to use it ("Use when the user wants to turn on auto-flagging, map a GitHub repo..., or asks why Factory did not classify their PR"), with concrete trigger phrases. This is a direct match for the anchor-5 example structure.

5 / 5

Trigger Term Quality

The "Use when" clause lists five natural user phrasings — "turn on auto-flagging", "map a GitHub repo to a LaunchDarkly project", "change Factory account defaults", "unmap a repo", "asks why Factory did not classify their PR" — including synonym forms ("pull request" and "PR"). This matches anchor 5's bar of comprehensive natural terms with synonyms; anchor 4 would require visibly missing common phrases, and none are evident for this domain.

5 / 5

Distinctiveness Conflict Risk

Proper-noun triggers ("LaunchDarkly Factory", "GitHub App auto-flagging and auto-releasing", "Factory account defaults") define a clear niche with distinct trigger phrases, so the risk of firing for an unrelated skill is minimal — matching anchor 5 rather than anchor 4's "minor overlap risk with closely related skills".

5 / 5

Total

20

/

20

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.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

launchdarkly/ai-tooling

Path

skills/factory/launchdarkly-factory-settings/SKILL.md

Reviewed

Table of Contents

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.