CtrlK
BlogDocsLog inGet started
Tessl Logo
SkillPublic

experimentation-platform-orchestrator

A platform decision framework for experimentation. When to use Statsig vs PostHog vs GrowthBook vs Optimizely vs Amplitude vs Eppo vs Kameleoon. How to migrate between them. How to coordinate when multi-platform is genuinely warranted. The decisions that compound for years and the ones you can defer. Triggers on which experimentation platform, choose Statsig vs PostHog, evaluate experimentation tools, switch experimentation platform, migrate from Optimizely, consolidate experimentation tools, multi-platform experimentation, experimentation platform decision, ab test platform selection, feature flag platform vs experiment platform, warehouse-native experiments, vendor lock-in experimentation. Also triggers when a team is asking about cost, governance, or migration cost across experimentation tools, or when an evaluation is starting.

Quality

84%

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

71%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 well-structured decision-framework skill: concrete recommendations, effort estimates, and validation-aware migration guidance, with excellent bundle structure and navigation. Its main weakness is redundancy — two parallel consideration frameworks and cost/MCP content repeated across sections — which inflates token cost without adding information.

Suggestions

Merge 'The 7 considerations' and 'The framework: 11 considerations' into a single list (the 11 restates the 7 almost verbatim plus team fit, onboarding cost, migration cost, and multi-platform fit), keeping the ordering guidance once.

Consolidate cost-shape content (currently in consideration 7, per-platform gotchas, and 'The cost reality') and MCP-availability content (currently in consideration 3, Eppo's profile, and 'The MCP capability layer') so each is stated fully in one place and only referenced elsewhere.

Gather the recurring time-sensitive 'as of May 2026' statements (Eppo MCP status, MCP landscape) into a single dated status section so staleness is checkable in one place.

DimensionReasoningScore

Conciseness

Mostly efficient and dense with non-obvious vendor knowledge, but 'The 7 considerations' and 'The framework: 11 considerations' restate the same items nearly verbatim, cost-shape and MCP-availability content each appear in three sections, and time-sensitive 'as of May 2026' statements recur outside any dated-status section. Not a 2 because the bulk is genuinely load-bearing information; not a 4 because the duplicate frameworks are real padding.

3 / 5

Actionability

Concrete, executable guidance throughout: engineer-week effort estimates, price ranges ('$0.10 to $0.50 per million events'), free-tier numbers, specific sales-call questions, per-context recommendations, and a definite 30-day-trial protocol. Not a 5 because the common-case worked examples live in references rather than inline and a few statements remain advisory.

4 / 5

Workflow Clarity

The decision workflow is explicitly ordered ('Answer them honestly first, then read the per-platform profiles, then consult the decision matrix') and migration paths carry validation checkpoints ('Parallel-run for 4 to 8 weeks, validate experiments produce the same results on both, cut over once trust is established') plus three non-negotiable rules. Not a 5 because full error-recovery detail is deferred to references and the checkpoint guidance stays at the summary level.

4 / 5

Progressive Disclosure

Clear overview with well-signaled, one-level-deep references — all 7 referenced files exist in the bundle, each is linked inline with a scope description ('Detail in references/migration-playbook.md'), and a consolidated Reference files section lists them all with descriptions. Content is appropriately split between overview and detail.

5 / 5

Total

16

/

20

Passed

Description

91%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.

A strong description with explicit what/when coverage, third-person voice, and an unusually comprehensive set of natural trigger phrases including vendor names and synonyms. Slight deductions for one rhetorical clause and minor trigger overlap with closely related skills.

DimensionReasoningScore

Specificity

Lists several concrete actions ('When to use Statsig vs PostHog…', 'How to migrate between them', 'How to coordinate when multi-platform is genuinely warranted') with comprehensive scope, but 'The decisions that compound for years and the ones you can defer' is rhetorical rather than an action, leaving minor gaps versus the comprehensive anchor.

4 / 5

Completeness

Explicitly answers both what ('A platform decision framework for experimentation… migrate… coordinate when multi-platform') and when ('Triggers on which experimentation platform… Also triggers when a team is asking about cost, governance, or migration cost').

5 / 5

Trigger Term Quality

Comprehensive natural trigger phrasings including synonyms and all seven vendor names: 'choose Statsig vs PostHog', 'ab test platform selection', 'feature flag platform vs experiment platform', 'warehouse-native experiments', 'vendor lock-in experimentation', plus cost/governance/migration triggers.

5 / 5

Distinctiveness Conflict Risk

A clear niche (platform decision/migration among seven named vendors) with distinct triggers, but 'feature flag platform vs experiment platform' and 'ab test platform selection' carry minor overlap risk with the sibling feature-flagging and experiment-design skills.

4 / 5

Total

18

/

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.

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository

rampstackco/claude-skills

Path

skills/experimentation-platform-orchestrator/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.