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feat(plugins): share native session handoff and soften memory search

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kartik-mem0
2026-09-10 18:20:36 +05:30
parent 02f7a9b2c4
commit 82c32f993e
130 changed files with 16430 additions and 379 deletions
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integrations/openclaw/skill-loader.ts
+5 -46
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@@ -1,3 +1,4 @@
import { SEARCH_GUIDANCE } from "../agent-plugin-core/typescript/src/search_guidance.ts";
/**
* Skill Loader — reads skill markdown files, merges domain overlays,
* injects user config, and produces the final injectable prompt string.
@@ -429,20 +430,7 @@ export function loadTriagePrompt(config: SkillsConfig = {}): string {
// In manual mode, the agent is fully responsible for all search
if (strategy === "manual") {
parts.push(
"You control all memory search. No automatic recall happens. Use memory_search proactively:",
);
parts.push(
"- At the start of a new conversation, search for user identity and context.",
);
parts.push(
"- When the user references something you do not have context for.",
);
parts.push("- When the conversation topic shifts to a new domain.");
parts.push(
"- Before updating a memory, search to find the existing version.",
);
parts.push("");
parts.push("No automatic recall happens in manual mode.");
} else if (strategy === "always") {
parts.push(
"Automatic recall runs for both long-term and session memory. Use manual searches only when you need more specific context.",
@@ -450,23 +438,7 @@ export function loadTriagePrompt(config: SkillsConfig = {}): string {
parts.push("");
}
parts.push(
"When calling memory_search, ALWAYS rewrite the query. NEVER pass the user's raw message.",
);
parts.push(
"Stored memories are third-person factual statements. Write a query that matches storage language, not conversation language.",
);
parts.push(
"Process: (1) Name your target. (2) Extract signal: proper nouns, technical terms, domain concepts. (3) Bridge to storage language: add terms the stored memory contains (user, decided, prefers, rule, configured, based in). (4) Compose 3-6 keywords.",
);
parts.push(
'WRONG: memory_search("Who was that nutritionist my wife recommended?")',
);
parts.push(
'RIGHT: memory_search("nutritionist wife recommended relationship")',
);
parts.push('WRONG: memory_search("What timezone am I in?")');
parts.push('RIGHT: memory_search("user timezone location based")');
parts.push(SEARCH_GUIDANCE);
parts.push("");
parts.push(
"ENTITY SCOPING: Memories are scoped by user_id, agent_id, and run_id. You do not need to pass these in most cases. The plugin handles scoping automatically based on the current session.",
@@ -619,7 +591,7 @@ export function loadCompactTriagePrompt(config: SkillsConfig = {}): string {
if (strategy === "manual") {
parts.push(
"No automatic recall happens in manual mode. Use memory_search proactively at conversation start, when context is missing, when topics shift, and before updating a memory.",
"No automatic recall happens in manual mode.",
);
} else if (strategy === "always") {
parts.push(
@@ -631,20 +603,7 @@ export function loadCompactTriagePrompt(config: SkillsConfig = {}): string {
);
}
parts.push(
"When calling memory_search, ALWAYS rewrite the query. NEVER pass the user's raw message.",
);
parts.push(
"Convert the request into 3-6 factual keywords that match stored memory language: user, decided, prefers, rule, configured, based in, plus the concrete nouns and names from the request.",
);
parts.push(
'WRONG: memory_search("Who was that nutritionist my wife recommended?")',
);
parts.push(
'RIGHT: memory_search("nutritionist wife recommended relationship")',
);
parts.push('WRONG: memory_search("What timezone am I in?")');
parts.push('RIGHT: memory_search("user timezone location based")');
parts.push(SEARCH_GUIDANCE);
// Intentionally omitted from the compact path: ENTITY SCOPING and SEARCH SCOPE.
// loadTriagePrompt() keeps the full explanatory sections for the non-compact path.
parts.push(