production-ai-decision-rules / source-proposals.json
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Add 42 draft decision records with native method registries
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{
"architecture": {
"criteria": [
{
"allowedAnswers": [
"unknown",
"yes",
"no"
],
"core": true,
"id": "evaluation_ready",
"question": "Is there a representative evaluation set and an explicit acceptance decision?"
},
{
"allowedAnswers": [
"unknown",
"yes",
"no"
],
"core": true,
"id": "fixed_steps",
"question": "Can the work be described as a stable sequence of steps?"
},
{
"allowedAnswers": [
"unknown",
"yes",
"no"
],
"core": true,
"id": "external_knowledge",
"question": "Does the task need a controlled external knowledge source?"
},
{
"allowedAnswers": [
"unknown",
"yes",
"no"
],
"core": true,
"id": "tool_actions",
"question": "Must the system perform external tool actions?"
},
{
"allowedAnswers": [
"unknown",
"yes",
"no"
],
"core": true,
"id": "independent_subtasks",
"question": "Can subtasks be isolated with explicit input and output contracts?"
},
{
"allowedAnswers": [
"unknown",
"yes",
"no"
],
"core": true,
"id": "parallel_justified",
"question": "Does a measured baseline justify the added coordination cost?"
},
{
"allowedAnswers": [
"unknown",
"yes",
"no"
],
"core": false,
"id": "approval_boundary",
"question": "For tool actions, are authorization and human approval boundaries explicit?"
},
{
"allowedAnswers": [
"unknown",
"yes",
"no"
],
"core": false,
"id": "recovery_tested",
"question": "For tool actions, has failure recovery been exercised?"
}
],
"limitations": [
"Original engineering proposal, not an empirical benchmark or a released canonical source.",
"Patterns may be combined after evaluation; the first match is a starting point, not proof of fitness.",
"The 2024 pattern reference is conceptual; current framework features must be verified separately."
],
"method": "Ascending priority, first matching rule; all AND any AND none; unspecified answers are unknown.",
"references": [
{
"checked_at": "2026-09-17",
"scope": "Conceptual distinction between fixed workflows and dynamic agents, and common composition patterns; not validation of these proposed rules.",
"url": "https://www.anthropic.com/engineering/building-effective-agents"
}
],
"rules": [
{
"id": "ARCH-NO-EVALUATION",
"next_steps": [
"Define representative cases, failure criteria and an accountable acceptance owner before selecting an autonomous path."
],
"outcome": "EVALUATION_REQUIRED",
"priority": 10,
"rejected_options": [
"AUTONOMOUS_RELEASE"
],
"when": {
"all": [
{
"criterionId": "evaluation_ready",
"operator": "equals",
"value": "no"
}
],
"any": [],
"none": []
}
},
{
"id": "ARCH-UNKNOWN-CORE",
"next_steps": [
"Resolve the unknown core questions; unknown is not equivalent to no."
],
"outcome": "INSUFFICIENT_EVIDENCE",
"priority": 20,
"rejected_options": [],
"when": {
"all": [],
"any": [
{
"criterionId": "evaluation_ready",
"operator": "equals",
"value": "unknown"
},
{
"criterionId": "fixed_steps",
"operator": "equals",
"value": "unknown"
},
{
"criterionId": "external_knowledge",
"operator": "equals",
"value": "unknown"
},
{
"criterionId": "tool_actions",
"operator": "equals",
"value": "unknown"
},
{
"criterionId": "independent_subtasks",
"operator": "equals",
"value": "unknown"
},
{
"criterionId": "parallel_justified",
"operator": "equals",
"value": "unknown"
}
],
"none": []
}
},
{
"id": "ARCH-ACTION-BOUNDARY",
"next_steps": [
"Define scoped authorization, approval, containment and recovery for external effects."
],
"outcome": "ACTION_BOUNDARY_REQUIRED",
"priority": 30,
"rejected_options": [
"AUTONOMOUS_TOOL_ACTIONS"
],
"when": {
"all": [
{
"criterionId": "tool_actions",
"operator": "equals",
"value": "yes"
}
],
"any": [
{
"criterionId": "approval_boundary",
"operator": "not_equals",
"value": "yes"
},
{
"criterionId": "recovery_tested",
"operator": "not_equals",
"value": "yes"
}
],
"none": []
}
},
{
"id": "ARCH-FIXED-WORKFLOW",
"next_steps": [
"Implement explicit step transitions and validation gates; attach retrieval or approved tools only where the step requires them."
],
"outcome": "DETERMINISTIC_WORKFLOW",
"priority": 40,
"rejected_options": [],
"when": {
"all": [
{
"criterionId": "fixed_steps",
"operator": "equals",
"value": "yes"
}
],
"any": [],
"none": []
}
},
{
"id": "ARCH-RETRIEVAL",
"next_steps": [
"Validate source access, retrieval coverage and answer grounding against the evaluation set."
],
"outcome": "RETRIEVAL_PIPELINE",
"priority": 50,
"rejected_options": [],
"when": {
"all": [
{
"criterionId": "tool_actions",
"operator": "equals",
"value": "no"
},
{
"criterionId": "external_knowledge",
"operator": "equals",
"value": "yes"
}
],
"any": [],
"none": []
}
},
{
"id": "ARCH-ORCHESTRATION",
"next_steps": [
"Define worker boundaries, a coordinator merge contract, cancellation and duplicate-effect handling before an evaluation."
],
"outcome": "ORCHESTRATOR_WORKERS",
"priority": 60,
"rejected_options": [],
"when": {
"all": [
{
"criterionId": "independent_subtasks",
"operator": "equals",
"value": "yes"
},
{
"criterionId": "parallel_justified",
"operator": "equals",
"value": "yes"
}
],
"any": [],
"none": []
}
},
{
"id": "ARCH-BOUNDED-AGENT",
"next_steps": [
"Start with one agent and scoped tools, iteration limits and a tested stop path; compare it with the simplest working baseline."
],
"outcome": "BOUNDED_TOOL_AGENT",
"priority": 70,
"rejected_options": [],
"when": {
"all": [
{
"criterionId": "tool_actions",
"operator": "equals",
"value": "yes"
}
],
"any": [],
"none": []
}
},
{
"id": "ARCH-BASELINE",
"next_steps": [
"Evaluate a single-call baseline before adding dynamic coordination."
],
"outcome": "SINGLE_CALL_BASELINE",
"priority": 80,
"rejected_options": [],
"when": {
"all": [
{
"criterionId": "evaluation_ready",
"operator": "equals",
"value": "yes"
}
],
"any": [],
"none": []
}
}
],
"version": "0.1.0-draft.1"
}
}