ReddRadar
Agent skill
bernstein-quality
Show quality metrics for Bernstein runs — success rates per model, lint/test pass rates, completion time distributions. Use when the user asks about quality, reliability, which model performs best, or pass rates.
Install this agent skill to your Project
npx add-skill https://github.com/chernistry/bernstein/tree/main/packages/cursor-plugin/skills/bernstein-quality
SKILL.md
Bernstein Quality Metrics
Analyze quality and reliability of agent-generated code.
When to Use
- User asks "how reliable are the agents?" or "which model is best?"
- User wants success rates, pass rates, or completion time stats
- User asks about test failures or lint issues across models
- User says "show me quality metrics"
Instructions
-
Run
scripts/quality.sh metricsfor overall quality metrics. -
Run
scripts/quality.sh pass-ratesfor lint/typecheck/test pass rates by model. -
Run
scripts/quality.sh timesfor completion time distributions. -
Present a quality dashboard:
## Quality Dashboard
### Success Rate by Model
| Model | Tasks | Success | Fail | Rate |
|-------|-------|---------|------|------|
| claude-sonnet-4 | 24 | 22 | 2 | 91.7% |
| gpt-4.1 | 12 | 10 | 2 | 83.3% |
### Pass Rates
| Check | Overall | claude-sonnet-4 | gpt-4.1 |
|-------|---------|-----------------|---------|
| Lint | 96% | 98% | 92% |
| Type-check | 88% | 91% | 83% |
| Tests | 85% | 89% | 75% |
### Completion Times
| Percentile | Time |
|------------|------|
| p50 | 3m 20s |
| p90 | 8m 45s |
| p99 | 15m 12s |
- Highlight any models with significantly lower pass rates.
- Recommend model routing adjustments if one model consistently underperforms.
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chernistry/bernstein
bernstein-cost
Show detailed cost breakdown and budget status for the Bernstein orchestrator. Use when the user asks about spending, budget, cost per model, cost per agent, or wants a cost projection.
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bernstein-create-task
Create a new task in the Bernstein orchestrator. Use when the user wants to add a task, delegate work to an agent, file a bug fix, or queue up work for the orchestrator to handle.
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bernstein-status
Show Bernstein orchestrator status — active agents, task progress, costs, and alerts. Use when the user asks about orchestrator status, what agents are doing, task progress, how much has been spent, or what's happening with the build.
chernistry/bernstein
bernstein-agents
Manage Bernstein agents — list active agents, inspect their output, kill stalled agents, or stream live logs. Use when the user asks about agents, wants to see what an agent is doing, or needs to kill one.
chernistry/bernstein
bernstein-plan
Create and manage multi-step execution plans in Bernstein. Plans decompose complex goals into stages with dependencies. Use when the user wants to plan a complex feature, break down a large task, or review an execution plan before agents start working.
chernistry/bernstein
bernstein-alerts
Show active alerts from Bernstein — failed tasks, stalled agents, budget warnings, blocked tasks needing human intervention. Use when the user asks about problems, errors, warnings, or what needs attention.
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