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Search the community-driven Agent Failure Registry for known agent errors, solutions, and lessons to debug issues or submit new failure post-mortems.

Automatic failure pattern recording and recall system. Prevents repeating the same mistakes by logging errors with context, root cause, and resolution. Use w...

Summarize GitHub Actions matrix job failures across runs so you can spot unstable OS/runtime axes fast.

Audit GitHub Actions failure timing by day/hour to surface recurring outage windows and staffing hotspots.

Automated failure detection, diagnosis, and auto-repair system for cron jobs. Monitors task health, fixes common issues automatically, and requests human con...

Search the community-driven Agent Failure Registry for known agent errors, solutions, and lessons to debug issues or submit new failure post-mortems.

Detect sudden GitHub Actions failure-rate spikes by workflow group using recent-vs-baseline run windows.

Cluster JUnit failures into stable fingerprints so CI triage focuses on root causes, not noisy one-off logs.

Group GitHub Actions failures by pipeline phase (setup/build/test/lint/deploy/security) with minute impact to prioritize fixes.

Detect consecutive GitHub Actions failure streaks by repo/workflow/branch to prioritize unstable pipelines.

Stop making the same mistakes — turn failures into patterns that prevent recurrence

Audit failing GitHub Actions runs by actor ownership to expose who/workflow combinations generate the most CI noise and wasted minutes.

对各类故障进行系统性分析，支持CVE漏洞和互联网故障两种模式，包括获取官方报告、拆解时间线、分析导火索和连环故障、识别根本原因（人、组织

AI security scanner with active prevention - 168 detection patterns, 288 attack probes, safer/risky/yolo modes, agent self-protection via /tinman check, loca...

AI security scanner with active prevention - 168 detection patterns, 288 attack probes, safer/risky/yolo modes, agent self-protection via /tinman check, loca...

Use CCAPI unified AI API gateway to access 60+ models (GPT-5.2, Claude, Gemini, DeepSeek, Sora 2, Kling 3.0, Seedance 2.0, Suno, etc.) across text, image, vi...

Use CCAPI unified AI API gateway to access 60+ models (GPT-5.2, Claude, Gemini, DeepSeek, Sora 2, Kling 3.0, Seedance 2.0, Suno, etc.) across text, image, vi...

Audit GitHub Actions mainline branch reliability by scoring failure rate, consecutive failures, and stale-success risk for critical workflows.

Audit deployment workflow risk from GitHub Actions runs by scoring failure rate, unresolved failure streaks, and time since last successful deploy.

Cognitive immune system for AI agents. Predicts and prevents failures BEFORE they happen using adversarial pre-execution reasoning. Zero dependencies, zero c...

Standardize handling of common OpenClaw errors (gateway restart, browser service unavailable, cron failures) with automated recovery steps. Use when you need...

Implements HTTP request retries with exponential backoff and a configurable circuit breaker to reduce failures and prevent cascading errors.

Evaluate startup ideas, business models, and product strategies against the 7 deadly failure antipatterns extracted from 1,749 dead startups that burned $535...

Auto-diagnose agent failures, extract reusable recovery patterns, and create local skills to fix recurring blockers while keeping all data private and local.