import type { ObservationStore } from "../observations.js";
import type { IdentityManager } from "../identity.js";
interface PromptMessage {
role: "user";
content: { type: "text"; text: string };
}
interface PromptResult {
[key: string]: unknown;
messages: PromptMessage[];
}
export function generateIdentityPrompt(
store: ObservationStore,
identity: IdentityManager,
): PromptResult {
const { soul, selfState, anchors } = identity.readAll();
const observations = store.all();
const conceptNames = Object.keys(observations);
const sections: string[] = [];
sections.push("# Identity Context");
sections.push("");
sections.push(
"You have persistent identity managed by the memory-mcp server.",
);
sections.push("");
if (
soul.trim() &&
!soul.includes("Core truths about who I am. This file is carved")
) {
sections.push("## Soul");
sections.push(soul);
sections.push("");
}
if (
selfState.trim() &&
!selfState.includes("Current state. Updated each session.")
) {
sections.push("## Self-State");
sections.push(selfState);
sections.push("");
}
if (
anchors.trim() &&
!anchors.includes("Patterns that have been observed consistently")
) {
sections.push("## Identity Anchors");
sections.push(anchors);
sections.push("");
}
if (conceptNames.length > 0) {
const sorted = conceptNames
.map((name) => ({ name, score: store.score(name) }))
.sort((a, b) => b.score - a.score)
.slice(0, 10);
sections.push("## Observed Patterns");
for (const { name, score } of sorted) {
sections.push(`- ${name} (score: ${score.toFixed(1)})`);
}
sections.push("");
}
sections.push("## Instructions");
sections.push("");
sections.push(
"- At session end, use the `reflect` tool to record concepts observed during this session.",
);
sections.push(
"- Use `anchor` to write important identity insights to soul, self-state, or anchors.",
);
sections.push(
"- Use `self` to query your current identity state at any time.",
);
return {
messages: [
{
role: "user",
content: {
type: "text",
text: sections.join("\n"),
},
},
],
};
}
