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Agent evaluation environments for engineering teams. Design rewards, run agents, and turn outcomes into signal.

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Build the full agent training loop.
Skill Bundles

Read the source. Install what you trust.

Each skill bundle packages a reusable agent behavior: a prompt, supporting files, and evaluation criteria. Browse the public catalog, review the full source, then install a private copy you can edit and experiment with.

Open My Skills

Browse bundles

109 published bundles ready to inspect and install

Skill bundlev1.0.0

Build Deterministic Eval

Create evals with unambiguous, programmatically verifiable correct answers

1 installs
70/100 quality
Compatibility not listed
Inspect bundle
Skill bundlev1.0.0

Build API Harness

Wrap real or mock APIs into instrumented RL-ready surfaces with deterministic reset, state capture, and action logging

1 installs
70/100 quality
Compatibility not listed
Inspect bundle
Skill bundlev1.0.0

Ab Test RL Policy

Design and run A/B tests comparing RL-trained agent vs. baseline in production

1 installs
70/100 quality
Compatibility not listed
Inspect bundle
Skill bundlev1.0.0

RL Failure Postmortem

Diagnose why an RL training run failed and what to change

0 installs
70/100 quality
Compatibility not listed
Inspect bundle
Skill bundlev1.0.0

RL VS Prompting Decision

Determine when prompt engineering, fine-tuning, or RL is the right approach

0 installs
70/100 quality
Compatibility not listed
Inspect bundle
Skill bundlev1.0.0

RL Cost Estimation

Estimate total cost (compute, data, engineering time) for an RL project

0 installs
70/100 quality
Compatibility not listed
Inspect bundle
Skill bundlev1.0.0

RL Paper Reading

Read and critically evaluate RL research papers, extract practical implications

0 installs
70/100 quality
Compatibility not listed
Inspect bundle
Skill bundlev1.0.0

RL Experiment Design

Plan RL experiments: baselines, ablations, compute budgets, success criteria

0 installs
70/100 quality
Compatibility not listed
Inspect bundle
Skill bundlev1.0.0

Document Processing Env

Environments for extraction, classification, and transformation of business documents

0 installs
70/100 quality
Compatibility not listed
Inspect bundle
Skill bundlev1.0.0

Ticket Triage Env

Environments for support ticket routing, prioritization, and resolution

0 installs
70/100 quality
Compatibility not listed
Inspect bundle
Skill bundlev1.0.0

Crm Workflow Env

Environments mimicking CRM operations (Salesforce, HubSpot)

0 installs
70/100 quality
Compatibility not listed
Inspect bundle
Skill bundlev1.0.0

Data Pipeline Env

Environments for building and debugging ETL/ELT pipelines

0 installs
70/100 quality
Compatibility not listed
Inspect bundle

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