Comprehensive silent failure detection across the OpsPal plugin ecosystem.
From opspal-corenpx claudepluginhub revpalsfdc/opspal-commercial --plugin opspal-coreThis skill uses the workspace's default tool permissions.
Enables AI agents to execute x402 payments with per-task budgets, spending controls, and non-custodial wallets via MCP tools. Use when agents pay for APIs, services, or other agents.
Designs and optimizes AI agent action spaces, tool definitions, observation formats, error recovery, and context for higher task completion rates.
Compares coding agents like Claude Code and Aider on custom YAML-defined codebase tasks using git worktrees, measuring pass rate, cost, time, and consistency.
Comprehensive silent failure detection across the OpsPal plugin ecosystem.
/silent-failure-checkSilent failures occur when operations complete without explicit errors but produce incorrect, incomplete, or stale results. This skill detects conditions that cause silent failures before they impact your work.
SKIP_VALIDATION=1 disables ALL safety checks/silent-failure-check --quick
Fast validation of current state without historical analysis.
/silent-failure-check --days 14
Includes 14-day trend analysis and pattern detection.
/silent-failure-check --json
For automation and scripting.
| Score | Status | Action |
|---|---|---|
| 80-100 | Healthy | No action needed |
| 50-79 | Degraded | Review warnings |
| 0-49 | Unhealthy | Immediate attention required |
The silent failure detection system runs automatically:
You only need to manually run this skill when:
When critical patterns are detected:
/processreflections/hooks-health - Diagnose hook system issues/checkdependencies - Verify npm packages/reflect - Submit development feedbackConfig file: plugins/opspal-core/config/silent-failure-detection.json
Key settings:
preSession.enabled - Enable/disable pre-session checksruntime.thresholds - Alert thresholds for various metricsalerting.terminal - Show terminal banners for critical issuesverification.period - Days for trend analysis (default: 7)