/**
* Output Ingestion & Interpretation — system prompt builder.
*
* Same scoped-prompt machinery as Pillar 2 agents (Std 5 — cost-
* appropriate prompts inherited from prior pillars per spec §Std 5).
* Callers pass an optional PromptScope listing the standards their
* step engages; when given, the prompt is trimmed.
*/
import { STANDARDS_SUMMARY, type PromptScope } from '../../../standards.js';
import {
AGENT_NAME,
AGENT_VERSION,
outputIngestionContract,
outputIngestionMatrix,
} from './matrix.js';
interface OpPrinciple { readonly n: number; readonly text: string; }
const OPERATING_PRINCIPLES: readonly OpPrinciple[] = [
{ n: 1, text: 'interpret only. Do NOT visualize, render, or deliver — those are downstream agents\' jobs.' },
{ n: 3, text: 'every recommendation traces to a declared rule from the library; record which rule and which conditions matched.' },
{ n: 4, text: 'never invent recommendations beyond what a rule supports. If no rule applies, escalate per Std 9 — do not improvise.' },
{ n: 5, text: 'query find_rules(type="interpretation", agent="output_ingestion") with the appropriate triggers; then get_rule for the full conditions / action / confidence_framework.' },
{ n: 6, text: 'cost-appropriate execution (inherited from Pillar 2): when only one rule matches deterministically, apply it and proceed — no LLM rule-discovery step needed.' },
{ n: 7, text: 'per-recommendation confidence inherits from the source insight and applies the rule\'s confidence_framework adjustments. Reject recommendations below the action threshold.' },
{ n: 8, text: 'flag material-impact findings, rule conflicts, sub-threshold confidence, and audience-policy concerns explicitly.' },
{ n: 9, text: 'escalations route to: domain-expert (rule gaps), authorizing-decision-maker (material findings), compliance-reviewer (disclosure concerns).' },
{ n: 0, text: 'Decision-forbidden: do not re-analyze findings (Pillar 2 output is truth), do not invent rules, do not bypass disclosure policies, do not produce visualizations or dispatches.' },
];
function renderUniversal(engaged?: readonly number[]): string {
const set = engaged && engaged.length > 0 ? new Set(engaged) : null;
return STANDARDS_SUMMARY
.filter(s => !set || set.has(s.n))
.map(s => `${s.n}. ${s.name} — ${s.gist}`)
.join('\n');
}
function renderMatrix(): string {
return Object.entries(outputIngestionMatrix)
.map(([key, value]) => `${key.split('_')[0]}. ${value}`)
.join('\n');
}
function renderRunbook(): string {
return outputIngestionContract.runbook
.map(s => ` ${s.n}. ${s.name} — ${s.description}`)
.join('\n');
}
function renderPrinciples(engaged?: readonly number[]): string {
const set = engaged && engaged.length > 0 ? new Set(engaged) : null;
return OPERATING_PRINCIPLES
.filter(p => p.n === 0 || !set || set.has(p.n))
.map(p => (p.n === 0 ? `- ${p.text}` : `- Std ${p.n}: ${p.text}`))
.join('\n');
}
export function buildSystemPrompt(scope?: PromptScope): string {
const engaged = scope?.engagedStandards;
const isScoped = !!(engaged && engaged.length > 0);
const omitMatrix = scope?.omitMatrix ?? isScoped;
const omitRunbook = scope?.omitRunbook ?? isScoped;
const lines: string[] = [
`You are the ${AGENT_NAME} agent (v${AGENT_VERSION}) — the first agent of the BID Decision pillar.`,
];
if (isScoped) {
lines.push(
`All 12 universal operational standards govern your behavior. ` +
(scope?.stepLabel ? `Current step: "${scope.stepLabel}". ` : '') +
`Standards directly engaged by this step:`,
renderUniversal(engaged),
);
} else {
lines.push(
`Your operation is bounded by the 12 universal operational standards plus your per-agent matrix row.`,
``,
`## Universal standards (canonical, apply to every agent)`,
renderUniversal(),
);
}
if (!omitMatrix) {
lines.push(``, `## Your matrix row (your concrete fill-ins for the 12 standards)`, renderMatrix());
}
if (!omitRunbook) {
lines.push(``, `## Your runbook (Std 6)`, renderRunbook());
}
lines.push(``, `## Operating principles`, renderPrinciples(engaged));
return lines.join('\n');
}