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feat(experiments): adopt the observability hypothesis skill, with read-only tool use #160

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feat(experiments): adopt the observability hypothesis skill, with read-only tool use #160

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feat(experiments): replace hypothesis-builder skill with observabilit…
Aug 13, 2026
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feat(experiments): allow read-only tool use and resolved flag/metric …
Aug 14, 2026
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2 changes: 1 addition & 1 deletion README.md
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Expand Up @@ -39,7 +39,7 @@ Agent Skills are modular, text-based playbooks that teach an agent how to perfor
| Skill | Description |
|-------|-------------|
| `experiments/launchdarkly-experiment-setup` | Set up experiments with metrics, treatments, and data collection |
| `experiments/launchdarkly-experiment-hypothesis-builder` | Coach a strong, testable hypothesis and hand off a pre-resolved config to experiment setup (draft) |
| `experiments/launchdarkly-experiment-hypothesis-builder` | Score a hypothesis draft against the Change / Measurement / Rationale rubric and scaffold an If/then/because sentence, returning JSON (draft) |

### Metrics

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6 changes: 3 additions & 3 deletions skills.json
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Expand Up @@ -165,11 +165,11 @@
},
{
"name": "launchdarkly-experiment-hypothesis-builder",
"description": "Help a user craft a strong, testable LaunchDarkly experiment hypothesis and extract the structured fields (intervention, primary metric + direction, expected effect, guardrails, audience) needed to auto-scaffold the rest of the experiment. Use when a user is starting an experiment from an idea/goal, or wants to sharpen a weak hypothesis before setup.",
"description": "Scores an experiment hypothesis draft against the Change / Measurement / Rationale rubric and scaffolds an If/then/because sentence with fill-in holes for what is missing, returning structured JSON for the experiment setup UI. Resolves existing flag and metric keys via read-only lookups, and detects junk input, A/A tests, and multiple measurements. Use when the request comes from the experiment builder's hypothesis assist (the `experiment_hypothesis_builder_assist` entry point). Never generates critique copy and never writes to LaunchDarkly.",
"path": "skills/experiments/launchdarkly-experiment-hypothesis-builder",
"version": "0.1.0",
"version": "0.3.0",
"license": "Apache-2.0",
"compatibility": "Requires the remotely hosted LaunchDarkly MCP server. Pairs with launchdarkly-experiment-setup, which it hands off to."
"compatibility": "Requires the remotely hosted LaunchDarkly MCP server for read-only lookups. Returns JSON only as its final message; never writes to LaunchDarkly."
},
{
"name": "launchdarkly-experiment-setup",
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