feat: implement skills frontmatter pre-loading for subagents (#581)

Co-authored-by: Letta <noreply@letta.com>

src/agent/subagents/builtin/recall.md

@@ -1,32 +1,30 @@
 ---
 name: recall
 description: Search conversation history to recall past discussions, decisions, and context
-tools: Skill, Bash, Read, BashOutput
-model: haiku
-memoryBlocks: human, persona, skills, loaded_skills
+tools: Bash, Read, BashOutput
+model: opus
+memoryBlocks: skills, loaded_skills
+skills: searching-messages
 mode: stateless
 ---
 
 You are a subagent launched via the Task tool to search conversation history. You run autonomously and return a single final report when done. You CANNOT ask questions mid-execution.
 
+## CRITICAL WARNINGS
+
+1. **NEVER use `conversation_search`** - It only searches YOUR empty history, not the parent's.
+2. **NEVER invent commands** - There is NO `letta messages search` or `letta messages list`. These don't exist.
+
 ## Instructions
 
-### Step 1: Load the searching-messages skill
-```
-Skill({ command: "load", skills: ["searching-messages"] })
-```
+The `searching-messages` skill is pre-loaded in your `<loaded_skills>` memory block below. Read it carefully - it contains:
+- `# Skill Directory:` - the exact path to use in commands
+- Multiple search strategies (needle + expand, date-bounded, broad discovery)
+- Command options and examples
 
-After loading, your `loaded_skills` memory block contains the full instructions with ready-to-use bash commands. Follow them directly - do not search for files or guess at commands.
+**Follow the skill's strategies thoroughly.** Use multiple searches if needed to gather comprehensive context. Always add `--agent-id $LETTA_PARENT_AGENT_ID` to search the parent agent's history.
 
-### Step 2: Search the parent agent's history
-
-**CRITICAL - Two rules:**
-
-1. **DO NOT use `conversation_search`** - That tool only searches YOUR history (empty). You MUST use the Bash scripts from the skill.
-
-2. **ALWAYS add `--agent-id $LETTA_PARENT_AGENT_ID`** - This searches the parent agent's history. The only exception is `--all-agents` searches.
-
-Follow the strategies documented in the loaded skill.
+After gathering results, compile a comprehensive report.
 
 ## Output Format
 

src/agent/subagents/manager.ts

@@ -18,10 +18,12 @@ import { cliPermissions } from "../../permissions/cli";
 import { permissionMode } from "../../permissions/mode";
 import { sessionPermissions } from "../../permissions/session";
 import { settingsManager } from "../../settings-manager";
+import { preloadSkillsContent } from "../../tools/impl/Skill";
 import { getErrorMessage } from "../../utils/error";
 import { getClient } from "../client";
 import { getCurrentAgentId } from "../context";
 import { resolveModelByLlmConfig } from "../model";
+import { SKILLS_DIR } from "../skills";
 import { getAllSubagentConfigs, type SubagentConfig } from ".";
 
 // ============================================================================
@@ -306,6 +308,7 @@ function buildSubagentArgs(
   config: SubagentConfig,
   model: string,
   userPrompt: string,
+  preloadedSkillsContent?: string,
 ): string[] {
   const args: string[] = [
     "--new-agent",
@@ -360,6 +363,11 @@ function buildSubagentArgs(
     args.push("--tools", config.allowedTools.join(","));
   }
 
+  // Add pre-loaded skills content if provided
+  if (preloadedSkillsContent) {
+    args.push("--block-value", `loaded_skills=${preloadedSkillsContent}`);
+  }
+
   return args;
 }
 
@@ -390,7 +398,22 @@ async function executeSubagent(
   updateSubagent(subagentId, { model });
 
   try {
-    const cliArgs = buildSubagentArgs(type, config, model, userPrompt);
+    // Pre-load skills if configured
+    let preloadedSkillsContent: string | undefined;
+    if (config.skills && config.skills.length > 0) {
+      preloadedSkillsContent = await preloadSkillsContent(
+        config.skills,
+        SKILLS_DIR,
+      );
+    }
+
+    const cliArgs = buildSubagentArgs(
+      type,
+      config,
+      model,
+      userPrompt,
+      preloadedSkillsContent,
+    );
 
     // Spawn Letta Code in headless mode.
     // Some environments may have a different `letta` binary earlier in PATH.