hybrid-loops
Find and design hybrid-loop surfaces in any project — places where an LLM's fuzzy semantic judgment is consequential enough to warrant typed structure (schema'd store, deterministic gating, calibration). Triggers on prompts like "build a tool that tracks/analyzes/evaluates/extracts X over time", "make sense of Y across many Zs", "detect patterns in W", "notice when X is happening", "score/rank/compare documents", "monitor my agent for X", "watch this stream and alert when...", "build a regression detector for...", "log and analyze evaluator outputs over time", "suggests when I'm repeating an a
Why this score
Popularity score: 57/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 21, 2026 at commit ba27d58d7a2d, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onehybrid-loops justinstimatze/hybrid · Skill | 57 | ★ 5 | ≈153 always | 29d ago |
| loop-plan-evaluator Ibrahim-3d/orchestrator-supaconductor · Subagent Both about loop and evaluator | 57 | ★ 380 | ≈25 in chat | 1mo ago |
| hybrid-agent-planner graphistry/pygraphistry · Skill Both about hybrid | 75 | ★ 2.6k | ≈45 always | 16d ago |
| loop-engineering alvinunreal/oh-my-opencode-slim · Skill Both about loop and monitor | 79 | ★ 9.7k | ≈27 always | 16d ago |
| postgres-hybrid-text-search timescale/pg-aiguide · Skill Both about hybrid and rank | 71 | ★ 1.9k | ≈41 always | 21d ago |
| build-loop nelsonwerd/idea-to-ship-skills · Skill Both about loop | 50 | ★ 88 | ≈22 always | 3mo ago |