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create-experiment

Thin compatibility entrypoint for creating a new Harness FME experiment. Invokes manage-experiments' Create experiment flow directly - same scope, parent/environment resolution, hypothesis, metrics, treatments, window, and rule - and returns the created experiment id plus verification. Use when asked to create an experiment, set up an A/B test, or design a new experiment. Do NOT use for updating, pausing, resuming, completing, archiving, or deleting an experiment (manage-experiments), or for explaining results (review-experiment-results). Trigger phrases: create experiment, set up an A/B test, design an experiment, launch a test, new experiment for X.

Quality

88%

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SKILL.md
Quality
Evals
Security

Quality

Content

85%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 lean, well-structured delegation wrapper with a clear two-step sequence, an explicit verification gate, concrete return fields, and a genuinely useful failure table. Its only weaknesses are minor: routing guidance is repeated across the Examples and Troubleshooting sections, and all executable detail necessarily resides in the delegated skill's file rather than here.

DimensionReasoningScore

Conciseness

The body is short and lean ("Performs no operations of its own; it uses the operations of manage-experiments' Create experiment flow"), but routing guidance ("Route to manage-experiments" / "review-experiment-results") is duplicated across the Examples and Troubleshooting sections, and Performance Notes restates what Tools already establishes. Not 3 because there is no concept-teaching padding at all; not 5 because those duplications could be trimmed.

4 / 5

Actionability

Concrete, executable guidance: exact file to read ("Read manage-experiments/SKILL.md"), exact sections and steps ("Phase 1: Establish scope" and "Create experiment section (Steps 1-8)"), exact return fields ("id, status, and the verified fields"), plus a fallback path for tool interfaces that cannot follow markdown links. Not 5 because all executable detail (payload construction, verification steps) lives in the delegated file, so this body alone cannot execute the task; not 3 because the delegation instructions are specific and complete rather than pseudocode-level.

4 / 5

Workflow Clarity

A clear two-step sequence with an explicit validation gate ("Once manage-experiments' Step 8 (Verify) completes, report the created experiment's id, status, and the verified fields... Don't add a second verification pass") and error-recovery feedback ("404 on parent, 409 duplicate name → Report the error as manage-experiments' Troubleshooting table describes; don't retry with invented values"). Matches the anchor-5 pattern of explicit validation with failure handling; 4 would understate the explicit verify gate.

5 / 5

Progressive Disclosure

Well-organized sections with one-level-deep, clearly signaled references ([manage-experiments/SKILL.md](../manage-experiments/SKILL.md) and [tool-map.md](../../../references/fme/tool-map.md)), including a plain fallback path ("read skills/fme/manage-experiments/SKILL.md directly"), and nothing that belongs in a separate file is inlined. Matches the anchor-5 pattern of a clear overview with well-signaled references; 4 would require buried or unclear references.

5 / 5

Total

18

/

20

Passed

Description

87%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 strong, explicit contract: it states the delegation behavior, enumerates the exact creation inputs covered, provides explicit 'Use when' guidance with a trigger-phrase list, and gives unambiguous negative routing to the sibling skills that handle updates and results analysis. It only falls just short of perfect on trigger-term coverage, where a few natural synonyms are absent.

DimensionReasoningScore

Specificity

"Invokes manage-experiments' Create experiment flow directly" and "returns the created experiment id plus verification" name concrete actions, with an explicit enumeration of the covered inputs ("same scope, parent/environment resolution, hypothesis, metrics, treatments, window, and rule"). Not 3 because the coverage of the creation payload is comprehensive rather than partial; not 5 because the skill's own action set is narrow (delegate and return) rather than multiple specific operations.

4 / 5

Completeness

Both what ("Thin compatibility entrypoint... Invokes manage-experiments' Create experiment flow... returns the created experiment id plus verification") and when ("Use when asked to create an experiment, set up an A/B test, or design a new experiment") are explicitly and concretely stated, matching the anchor-5 structure exactly. A 4 would require the 'when' to be less explicit than it is here.

5 / 5

Trigger Term Quality

"Trigger phrases: create experiment, set up an A/B test, design an experiment, launch a test, new experiment for X" gives good natural-phrase coverage users would actually say. Not 3 because multiple natural phrasings and synonyms (A/B test, launch, design) are present; not 5 because a few common variations (e.g., "start a test", "A/B testing") are missing.

4 / 5

Distinctiveness Conflict Risk

"Do NOT use for updating, pausing, resuming, completing, archiving, or deleting an experiment (manage-experiments), or for explaining results (review-experiment-results)" carves out a clear creation-only niche with named sibling skills and explicit two-way routing. Not 4 because both positive and negative triggers leave minimal conflict risk.

5 / 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

relative_links

Relative link issues: 7 suspicious

Warning

Total

15

/

16

Passed

Repository

harness/harness-ai

Path

plugins/claude/skills/create-experiment/SKILL.md

Reviewed

Table of Contents

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