Turn a complex goal into an executable plan by checking each action’s requirements, expected results, and estimated effort. Tracks dependent tasks, verifies outcomes, and revises the remaining plan when conditions change or actions fail.
Create and execute Goal-Oriented Action Plans (GOAP) with precondition analysis, cost optimization, and adaptive replanning
Review the instructions the agent will receive before you install.
Create and execute intelligent plans using Goal-Oriented Action Planning (GOAP).
When you have a complex objective that requires multiple steps, has dependencies between steps, and may need adaptive replanning as conditions change.
mcp__plugin_ruflo-core_ruflo__hooks_intelligence_trajectory-start to begin trackingmcp__plugin_ruflo-core_ruflo__task_create for each action in the planmcp__plugin_ruflo-core_ruflo__hooks_intelligence_trajectory-stepmcp__plugin_ruflo-core_ruflo__hooks_intelligence_trajectory-endmcp__plugin_ruflo-core_ruflo__memory_store with namespace goap-plansGoal: [concrete objective]
Current State: [key facts]
Plan Cost: [estimated effort]
Steps:
1. [action] — precondition: [X], effect: [Y], cost: [Z]
2. [action] — precondition: [Y], effect: [W], cost: [Z]
...
Risk Factors: [what could force a replan]
Fallback: [alternative approach if primary path fails]
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Compare models available through the HuggingFace router with chat-ui configuration, research missing models, and write short English descriptions of their architecture and capabilities. Add entries to both production and development configuration files and commit the changes.
Create an Architecture Decision Record, a document for recording important design choices, with the next sequential number. It generates a Markdown template, registers the record in AgentDB, and links related decisions found through search.
Build a searchable index and relationship graph from ADRs, records of architectural decisions. Import two supported document formats, refresh existing metadata without duplicate relationships, and review summaries of statuses, missing references, and inconsistencies.
Rebuild the index of ADRs, records of architectural decisions, after files or relationship lines are deleted. It clears stored records and relationships, indexes the files still present, and checks that the final record count matches.
Review code changes against accepted Architecture Decision Records, documents that capture agreed design choices. Report violations, outdated references, compliant changes, and areas without ADR coverage, then suggest code fixes or a new decision record where appropriate.
Check saved architecture decision records (ADRs) for broken references, circular replacement relationships, and inconsistent statuses. Use the results to verify imported records or stop a CI check when selected integrity rules fail.