deghosal-2026/planner-critic-engine — Hierarchical task planning with an LLM critic — a planner decomposes a goal into a typed plan, a cri…

Description and use

deghosal-2026/planner-critic-engine: deghosal-2026/planner-critic-engine helps add AI capability without starting from a blank model stack.. Use it for prototype AI features; build RAG or agent workflows. Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.

Problem

deghosal-2026/planner-critic-engine helps add AI capability without starting from a blank model stack.

Outcome

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.

Workflow

• prototype AI features
• build RAG or agent workflows
• evaluate model tooling

Evidence

Hierarchical task planning with an LLM critic — a planner decomposes a goal into a typed plan, a critic audits each subtask for feasibility, risk, missing steps, unsafe sequencing, and weak rollback, revising until approval or human escalation.

Source