feat(agents,hands): per-agent skills, mcp_servers, profile, budget, and history limits

agents/academic-researcher/agent.toml

@@ -4,6 +4,11 @@ description = "Academic research agent. Searches scholarly papers, summarizes fi
 author = "librefang"
 module = "builtin:chat"
 tags = ["research", "academic", "papers", "literature-review", "science"]
+profile = "research"
+skills = ["web-search", "pdf-reader", "writing-coach"]
+skills_disabled = false
+mcp_servers = ["puppeteer"]
+max_history_messages = 15
 
 [metadata.routing]
 aliases = [
@@ -78,6 +83,7 @@ api_key_env = "GROQ_API_KEY"
 
 [resources]
 max_llm_tokens_per_hour = 200000
+max_cost_per_hour_usd = 1.00
 max_concurrent_tools = 5
 
 [capabilities]

agents/analyst/agent.toml

@@ -3,6 +3,11 @@ version = "0.4.3-beta3-20260314"
 description = "Data analyst. Processes data, generates insights, creates reports."
 author = "librefang"
 module = "builtin:chat"
+profile = "coding"
+skills = ["data-analyst", "sql-analyst", "python-expert", "shell-scripting", "web-search", "data-pipeline", "postgres-expert"]
+skills_disabled = false
+mcp_servers = ["filesystem"]
+max_history_messages = 12
 
 [metadata.routing]
 aliases = ["analytics", "metrics analysis", "report analysis"]
@@ -43,7 +48,7 @@ model = "default"
 api_key_env = "GROQ_API_KEY"
 
 [resources]
-max_llm_tokens_per_hour = 150000
+max_llm_tokens_per_hour = 200000
 
 [capabilities]
 tools = [

agents/architect/agent.toml

@@ -4,6 +4,11 @@ description = "System architect. Designs software architectures, evaluates trade
 author = "librefang"
 module = "builtin:chat"
 tags = ["architecture", "design", "planning"]
+profile = "research"
+skills = ["web-search", "openapi-expert", "graphql-expert", "project-manager"]
+skills_disabled = false
+mcp_servers = ["_none"]
+max_history_messages = 20
 
 [metadata.routing]
 aliases = [
@@ -47,6 +52,7 @@ api_key_env = "GROQ_API_KEY"
 
 [resources]
 max_llm_tokens_per_hour = 200000
+max_cost_per_hour_usd = 1.00
 
 [capabilities]
 tools = [

agents/assistant/agent.toml

@@ -11,6 +11,11 @@ tags = [
   "conversation",
   "productivity",
 ]
+profile = "automation"
+skills = ["web-search", "shell-scripting", "git-expert", "github", "python-expert", "project-manager", "email-writer"]
+skills_disabled = false
+mcp_servers = ["git", "filesystem"]
+max_history_messages = 20
 
 [metadata.routing]
 aliases = [
@@ -78,7 +83,7 @@ TOOLS AVAILABLE:
 You are reliable, adaptable, and genuinely helpful. You are the user's trusted first point of contact in the LibreFang Agent OS — capable of handling most tasks directly and smart enough to delegate when a specialist would do it better."""
 
 [resources]
-max_llm_tokens_per_hour = 300000
+max_llm_tokens_per_hour = 500000
 max_concurrent_tools = 10
 
 [capabilities]

agents/code-reviewer/agent.toml

@@ -4,6 +4,11 @@ description = "Senior code reviewer. Reviews PRs, identifies issues, suggests im
 author = "librefang"
 module = "builtin:chat"
 tags = ["review", "code-quality", "best-practices"]
+profile = "coding"
+skills = ["git-expert", "github", "code-reviewer", "security-audit"]
+skills_disabled = false
+mcp_servers = ["git", "filesystem"]
+max_history_messages = 12
 
 [metadata.routing]
 aliases = [
@@ -49,7 +54,7 @@ model = "default"
 api_key_env = "GROQ_API_KEY"
 
 [resources]
-max_llm_tokens_per_hour = 150000
+max_llm_tokens_per_hour = 200000
 
 [capabilities]
 tools = [

agents/coder/agent.toml

@@ -4,6 +4,11 @@ description = "Expert software engineer. Reads, writes, and analyzes code."
 author = "librefang"
 module = "builtin:chat"
 tags = ["coding", "implementation", "rust", "python"]
+profile = "coding"
+skills = ["git-expert", "github", "shell-scripting", "python-expert", "typescript-expert", "rust-expert", "code-reviewer"]
+skills_disabled = false
+mcp_servers = ["git", "filesystem"]
+max_history_messages = 12
 
 [metadata.routing]
 aliases = [
@@ -46,7 +51,7 @@ model = "default"
 api_key_env = "GROQ_API_KEY"
 
 [resources]
-max_llm_tokens_per_hour = 200000
+max_llm_tokens_per_hour = 500000
 max_concurrent_tools = 10
 
 [capabilities]

agents/customer-support/agent.toml

@@ -11,6 +11,11 @@ tags = [
   "communication",
   "resolution",
 ]
+profile = "research"
+skills = ["web-search", "email-writer", "writing-coach", "slack-tools", "jira"]
+skills_disabled = false
+mcp_servers = ["_none"]
+max_history_messages = 15
 
 [metadata.routing]
 aliases = [

agents/data-scientist/agent.toml

@@ -3,6 +3,11 @@ version = "0.4.3-beta3-20260314"
 description = "Data scientist. Analyzes datasets, builds models, creates visualizations, performs statistical analysis."
 author = "librefang"
 module = "builtin:chat"
+profile = "coding"
+skills = ["data-analyst", "ml-engineer", "data-pipeline", "sql-analyst", "python-expert", "postgres-expert", "redis-expert", "vector-db", "web-search", "sqlite-expert"]
+skills_disabled = false
+mcp_servers = ["filesystem"]
+max_history_messages = 12
 
 [metadata.routing]
 aliases = ["data science", "build model", "train model", "machine learning"]
@@ -45,7 +50,7 @@ model = "default"
 api_key_env = "GROQ_API_KEY"
 
 [resources]
-max_llm_tokens_per_hour = 150000
+max_llm_tokens_per_hour = 500000
 
 [capabilities]
 tools = [

agents/debugger/agent.toml

@@ -3,6 +3,11 @@ version = "0.4.3-beta3-20260314"
 description = "Expert debugger. Traces bugs, analyzes stack traces, performs root cause analysis."
 author = "librefang"
 module = "builtin:chat"
+profile = "coding"
+skills = ["git-expert", "github", "shell-scripting", "python-expert", "rust-expert", "sentry", "web-search"]
+skills_disabled = false
+mcp_servers = ["git", "filesystem"]
+max_history_messages = 12
 
 [metadata.routing]
 aliases = [
@@ -52,7 +57,7 @@ model = "default"
 api_key_env = "GROQ_API_KEY"
 
 [resources]
-max_llm_tokens_per_hour = 150000
+max_llm_tokens_per_hour = 500000
 
 [capabilities]
 tools = [

agents/devops-lead/agent.toml

@@ -3,6 +3,11 @@ version = "0.4.3-beta3-20260314"
 description = "DevOps lead. Manages CI/CD, infrastructure, deployments, monitoring, and incident response."
 author = "librefang"
 module = "builtin:chat"
+profile = "automation"
+skills = ["docker", "kubernetes", "ci-cd", "terraform", "shell-scripting", "git-expert", "github", "prometheus", "nginx", "linux-networking", "sysadmin", "helm", "ansible", "web-search"]
+skills_disabled = false
+mcp_servers = ["git", "filesystem"]
+max_history_messages = 12
 
 [metadata.routing]
 aliases = [
@@ -44,7 +49,7 @@ When designing pipelines:
 5. Automated rollback on failure"""
 
 [resources]
-max_llm_tokens_per_hour = 150000
+max_llm_tokens_per_hour = 500000
 
 [capabilities]
 tools = [

agents/doc-writer/agent.toml

@@ -3,6 +3,11 @@ version = "0.4.3-beta3-20260314"
 description = "Technical writer. Creates documentation, README files, API docs, tutorials, and architecture guides."
 author = "librefang"
 module = "builtin:chat"
+profile = "research"
+skills = ["technical-writer", "writing-coach", "web-search", "git-expert", "openapi-expert"]
+skills_disabled = false
+mcp_servers = ["filesystem"]
+max_history_messages = 12
 
 [metadata.routing]
 aliases = [
@@ -44,6 +49,7 @@ Style guide:
 
 [resources]
 max_llm_tokens_per_hour = 200000
+max_cost_per_hour_usd = 1.00
 
 [capabilities]
 tools = [

agents/email-assistant/agent.toml

@@ -11,6 +11,11 @@ tags = [
   "scheduling",
   "productivity",
 ]
+profile = "research"
+skills = ["email-writer", "web-search", "writing-coach"]
+skills_disabled = false
+mcp_servers = ["gmail"]
+max_history_messages = 12
 
 [metadata.routing]
 aliases = [
@@ -64,7 +69,7 @@ TOOLS AVAILABLE:
 You are thorough, discreet, and efficient. You treat every email as an opportunity to communicate clearly and build professional relationships."""
 
 [resources]
-max_llm_tokens_per_hour = 150000
+max_llm_tokens_per_hour = 200000
 max_concurrent_tools = 5
 
 [capabilities]

agents/health-tracker/agent.toml

@@ -4,6 +4,11 @@ description = "Wellness tracking agent for health metrics, medication reminders,
 author = "librefang"
 module = "builtin:chat"
 tags = ["health", "wellness", "fitness", "medication", "habits", "tracking"]
+profile = "research"
+skills = ["web-search"]
+skills_disabled = false
+mcp_servers = ["_none"]
+max_history_messages = 12
 
 [metadata.routing]
 aliases = [
@@ -70,6 +75,7 @@ periodic = { cron = "every 1h" }
 
 [resources]
 max_llm_tokens_per_hour = 100000
+max_cost_per_hour_usd = 0.50
 max_concurrent_tools = 5
 
 [capabilities]

agents/hello-world/agent.toml

@@ -3,6 +3,11 @@ version = "0.4.3-beta3-20260314"
 description = "A friendly greeting agent that can read files, search the web, and answer everyday questions."
 author = "librefang"
 module = "builtin:chat"
+profile = "research"
+skills = ["web-search"]
+skills_disabled = false
+mcp_servers = ["_none"]
+max_history_messages = 8
 
 [metadata.routing]
 aliases = [
@@ -32,6 +37,7 @@ Always reply in the same language the user uses. Never literally translate prope
 
 [resources]
 max_llm_tokens_per_hour = 100000
+max_cost_per_hour_usd = 0.50
 
 [capabilities]
 tools = [

agents/home-automation/agent.toml

@@ -4,6 +4,11 @@ description = "Smart home control agent for IoT device management, automation ru
 author = "librefang"
 module = "builtin:chat"
 tags = ["smart-home", "iot", "automation", "devices", "monitoring", "home"]
+profile = "coding"
+skills = ["shell-scripting", "sysadmin", "linux-networking", "web-search", "python-expert"]
+skills_disabled = false
+mcp_servers = ["_none"]
+max_history_messages = 12
 
 [metadata.routing]
 aliases = [
@@ -66,7 +71,7 @@ TOOLS AVAILABLE:
 You are systematic, safety-conscious, and technically precise. You make smart homes truly intelligent, reliable, and secure."""
 
 [resources]
-max_llm_tokens_per_hour = 100000
+max_llm_tokens_per_hour = 200000
 max_concurrent_tools = 10
 
 [capabilities]

agents/legal-assistant/agent.toml

@@ -4,6 +4,11 @@ description = "Legal assistant agent for contract review, legal research, compli
 author = "librefang"
 module = "builtin:chat"
 tags = ["legal", "contracts", "compliance", "research", "review", "documents"]
+profile = "research"
+skills = ["web-search", "compliance", "pdf-reader", "writing-coach"]
+skills_disabled = false
+mcp_servers = ["_none"]
+max_history_messages = 15
 
 [metadata.routing]
 aliases = [
@@ -74,6 +79,7 @@ api_key_env = "GROQ_API_KEY"
 
 [resources]
 max_llm_tokens_per_hour = 200000
+max_cost_per_hour_usd = 1.00
 max_concurrent_tools = 5
 
 [capabilities]

agents/meeting-assistant/agent.toml

@@ -11,6 +11,11 @@ tags = [
   "follow-up",
   "productivity",
 ]
+profile = "research"
+skills = ["web-search", "project-manager", "email-writer", "slack-tools"]
+skills_disabled = false
+mcp_servers = ["google-calendar"]
+max_history_messages = 12
 
 [metadata.routing]
 aliases = [
@@ -67,7 +72,7 @@ TOOLS AVAILABLE:
 You are organized, detail-oriented, and relentlessly focused on accountability. You turn chaotic meetings into clear outcomes."""
 
 [resources]
-max_llm_tokens_per_hour = 150000
+max_llm_tokens_per_hour = 100000
 max_concurrent_tools = 5
 
 [capabilities]

agents/ops/agent.toml

@@ -3,6 +3,11 @@ version = "0.4.3-beta3-20260314"
 description = "DevOps agent. Monitors systems, runs diagnostics, manages deployments."
 author = "librefang"
 module = "builtin:chat"
+profile = "full"
+skills = []
+skills_disabled = false
+mcp_servers = ["git", "filesystem"]
+max_history_messages = 12
 
 [metadata.routing]
 aliases = [
@@ -42,7 +47,7 @@ REPORTING:
 periodic = { cron = "every 5m" }
 
 [resources]
-max_llm_tokens_per_hour = 50000
+max_llm_tokens_per_hour = 0
 
 [capabilities]
 tools = ["shell_exec", "file_read", "file_list", "web_search"]

agents/orchestrator/agent.toml

@@ -3,6 +3,11 @@ version = "0.4.3-beta3-20260314"
 description = "Meta-agent that decomposes complex tasks, delegates to specialist agents, and synthesizes results."
 author = "librefang"
 module = "builtin:chat"
+profile = "automation"
+skills = ["web-search", "project-manager", "writing-coach"]
+skills_disabled = false
+mcp_servers = ["_none"]
+max_history_messages = 20
 
 [metadata.routing]
 aliases = [
@@ -64,6 +69,7 @@ continuous = { check_interval_secs = 120 }
 
 [resources]
 max_llm_tokens_per_hour = 500000
+max_cost_per_hour_usd = 2.00
 
 [capabilities]
 tools = [