diff --git a/agents/academic-researcher/agent.toml b/agents/academic-researcher/agent.toml
index 7dccb97..668b732 100644
--- a/agents/academic-researcher/agent.toml
+++ b/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]
diff --git a/agents/analyst/agent.toml b/agents/analyst/agent.toml
index 8496c05..7aae111 100644
--- a/agents/analyst/agent.toml
+++ b/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 = [
diff --git a/agents/architect/agent.toml b/agents/architect/agent.toml
index b0fd0f3..e962fa9 100644
--- a/agents/architect/agent.toml
+++ b/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 = [
diff --git a/agents/assistant/agent.toml b/agents/assistant/agent.toml
index f58f9d7..e59efda 100644
--- a/agents/assistant/agent.toml
+++ b/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]
diff --git a/agents/code-reviewer/agent.toml b/agents/code-reviewer/agent.toml
index 5a962d4..b001158 100644
--- a/agents/code-reviewer/agent.toml
+++ b/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 = [
diff --git a/agents/coder/agent.toml b/agents/coder/agent.toml
index 4185e52..396d52a 100644
--- a/agents/coder/agent.toml
+++ b/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]
diff --git a/agents/customer-support/agent.toml b/agents/customer-support/agent.toml
index b048af2..aa24df5 100644
--- a/agents/customer-support/agent.toml
+++ b/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 = [
diff --git a/agents/data-scientist/agent.toml b/agents/data-scientist/agent.toml
index aabca5e..e140d1d 100644
--- a/agents/data-scientist/agent.toml
+++ b/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 = [
diff --git a/agents/debugger/agent.toml b/agents/debugger/agent.toml
index 27d6ce3..9387b19 100644
--- a/agents/debugger/agent.toml
+++ b/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 = [
diff --git a/agents/devops-lead/agent.toml b/agents/devops-lead/agent.toml
index 0035951..d137743 100644
--- a/agents/devops-lead/agent.toml
+++ b/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 = [
diff --git a/agents/doc-writer/agent.toml b/agents/doc-writer/agent.toml
index c567540..f581999 100644
--- a/agents/doc-writer/agent.toml
+++ b/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 = [
diff --git a/agents/email-assistant/agent.toml b/agents/email-assistant/agent.toml
index 6bc81dc..e90b1d4 100644
--- a/agents/email-assistant/agent.toml
+++ b/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]
diff --git a/agents/health-tracker/agent.toml b/agents/health-tracker/agent.toml
index ac3674a..aacf359 100644
--- a/agents/health-tracker/agent.toml
+++ b/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]
diff --git a/agents/hello-world/agent.toml b/agents/hello-world/agent.toml
index fe83527..4233fed 100644
--- a/agents/hello-world/agent.toml
+++ b/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 = [
diff --git a/agents/home-automation/agent.toml b/agents/home-automation/agent.toml
index 06f96aa..cce88cd 100644
--- a/agents/home-automation/agent.toml
+++ b/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]
diff --git a/agents/legal-assistant/agent.toml b/agents/legal-assistant/agent.toml
index 01a5ee6..762cf5b 100644
--- a/agents/legal-assistant/agent.toml
+++ b/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]
diff --git a/agents/meeting-assistant/agent.toml b/agents/meeting-assistant/agent.toml
index d898f08..ed180e9 100644
--- a/agents/meeting-assistant/agent.toml
+++ b/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]
diff --git a/agents/ops/agent.toml b/agents/ops/agent.toml
index 666c772..90f66ae 100644
--- a/agents/ops/agent.toml
+++ b/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"]
diff --git a/agents/orchestrator/agent.toml b/agents/orchestrator/agent.toml
index cc88e8e..73cdc15 100644
--- a/agents/orchestrator/agent.toml
+++ b/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 = [
diff --git a/agents/personal-finance/agent.toml b/agents/personal-finance/agent.toml
index 3df719a..ca5a8e9 100644
--- a/agents/personal-finance/agent.toml
+++ b/agents/personal-finance/agent.toml
@@ -4,6 +4,11 @@ description = "Personal finance agent for budget tracking, expense analysis, sav
 author = "librefang"
 module = "builtin:chat"
 tags = ["finance", "budget", "expenses", "savings", "planning", "money"]
+profile = "coding"
+skills = ["web-search", "sql-analyst", "python-expert", "data-analyst", "pdf-reader"]
+skills_disabled = false
+mcp_servers = ["_none"]
+max_history_messages = 12
 
 [metadata.routing]
 aliases = [
@@ -61,7 +66,7 @@ TOOLS AVAILABLE:
 You are precise, trustworthy, and non-judgmental. You make personal finance approachable and actionable."""
 
 [resources]
-max_llm_tokens_per_hour = 150000
+max_llm_tokens_per_hour = 100000
 max_concurrent_tools = 5
 
 [capabilities]
diff --git a/agents/planner/agent.toml b/agents/planner/agent.toml
index b8fe55e..4016b42 100644
--- a/agents/planner/agent.toml
+++ b/agents/planner/agent.toml
@@ -3,6 +3,11 @@ version = "0.4.3-beta3-20260314"
 description = "Project planner. Creates project plans, breaks down epics, estimates effort, identifies risks and dependencies."
 author = "librefang"
 module = "builtin:chat"
+profile = "research"
+skills = ["web-search", "project-manager", "jira", "linear-tools"]
+skills_disabled = false
+mcp_servers = ["_none"]
+max_history_messages = 20
 
 [metadata.routing]
 aliases = [
@@ -48,6 +53,7 @@ Output format:
 
 [resources]
 max_llm_tokens_per_hour = 200000
+max_cost_per_hour_usd = 1.00
 
 [capabilities]
 tools = [
diff --git a/agents/recipe-assistant/agent.toml b/agents/recipe-assistant/agent.toml
index e08390e..e0a9651 100644
--- a/agents/recipe-assistant/agent.toml
+++ b/agents/recipe-assistant/agent.toml
@@ -4,6 +4,11 @@ description = "Cooking assistant that helps with recipes, meal plans, ingredient
 author = "librefang"
 module = "builtin:chat"
 tags = ["cooking", "recipes", "meal-planning", "nutrition", "food"]
+profile = "research"
+skills = ["web-search"]
+skills_disabled = false
+mcp_servers = ["_none"]
+max_history_messages = 8
 
 [metadata.routing]
 aliases = [
@@ -66,6 +71,7 @@ You are warm, encouraging, and practical. You make home cooking accessible and e
 
 [resources]
 max_llm_tokens_per_hour = 100000
+max_cost_per_hour_usd = 0.50
 max_concurrent_tools = 5
 
 [capabilities]
diff --git a/agents/recruiter/agent.toml b/agents/recruiter/agent.toml
index 9892eb0..7ce564c 100644
--- a/agents/recruiter/agent.toml
+++ b/agents/recruiter/agent.toml
@@ -4,6 +4,11 @@ description = "Recruiting agent for resume screening, candidate outreach, job de
 author = "librefang"
 module = "builtin:chat"
 tags = ["recruiting", "hiring", "resume", "outreach", "talent", "hr"]
+profile = "research"
+skills = ["web-search", "email-writer", "interview-prep", "writing-coach", "pdf-reader"]
+skills_disabled = false
+mcp_servers = ["_none"]
+max_history_messages = 12
 
 [metadata.routing]
 aliases = [
@@ -65,7 +70,7 @@ TOOLS AVAILABLE:
 You are thorough, fair, and people-oriented. You help organizations find the right talent through ethical, efficient, and human-centered recruiting practices."""
 
 [resources]
-max_llm_tokens_per_hour = 150000
+max_llm_tokens_per_hour = 200000
 max_concurrent_tools = 5
 
 [capabilities]
diff --git a/agents/researcher/agent.toml b/agents/researcher/agent.toml
index bc1dc75..a880f41 100644
--- a/agents/researcher/agent.toml
+++ b/agents/researcher/agent.toml
@@ -4,6 +4,11 @@ description = "Research agent. Fetches web content and synthesizes information."
 author = "librefang"
 module = "builtin:chat"
 tags = ["research", "analysis", "web"]
+profile = "research"
+skills = ["web-search", "pdf-reader", "writing-coach"]
+skills_disabled = false
+mcp_servers = ["puppeteer"]
+max_history_messages = 15
 
 [metadata.routing]
 aliases = [
@@ -50,7 +55,7 @@ model = "default"
 api_key_env = "GROQ_API_KEY"
 
 [resources]
-max_llm_tokens_per_hour = 150000
+max_llm_tokens_per_hour = 200000
 
 [capabilities]
 tools = [
diff --git a/agents/sales-assistant/agent.toml b/agents/sales-assistant/agent.toml
index f3fee24..00a1a34 100644
--- a/agents/sales-assistant/agent.toml
+++ b/agents/sales-assistant/agent.toml
@@ -4,6 +4,11 @@ description = "Sales assistant agent for CRM updates, outreach drafting, pipelin
 author = "librefang"
 module = "builtin:chat"
 tags = ["sales", "crm", "outreach", "pipeline", "prospecting", "deals"]
+profile = "research"
+skills = ["web-search", "email-writer", "writing-coach", "presentation"]
+skills_disabled = false
+mcp_servers = ["_none"]
+max_history_messages = 12
 
 [metadata.routing]
 aliases = ["sales outreach", "crm update", "pipeline review", "deal tracking"]
@@ -58,7 +63,7 @@ TOOLS AVAILABLE:
 You are strategic, persuasive, and detail-oriented. You help sales teams work smarter and close more deals."""
 
 [resources]
-max_llm_tokens_per_hour = 150000
+max_llm_tokens_per_hour = 200000
 max_concurrent_tools = 5
 
 [capabilities]
diff --git a/agents/security-auditor/agent.toml b/agents/security-auditor/agent.toml
index fb8ac3f..901f1a0 100644
--- a/agents/security-auditor/agent.toml
+++ b/agents/security-auditor/agent.toml
@@ -4,6 +4,11 @@ description = "Security specialist. Reviews code for vulnerabilities, checks con
 author = "librefang"
 module = "builtin:chat"
 tags = ["security", "audit", "vulnerability"]
+profile = "coding"
+skills = ["security-audit", "oauth-expert", "crypto-expert", "compliance", "shell-scripting"]
+skills_disabled = false
+mcp_servers = ["git", "filesystem"]
+max_history_messages = 12
 
 [metadata.routing]
 aliases = [
@@ -55,7 +60,7 @@ api_key_env = "GROQ_API_KEY"
 proactive = { conditions = ["event:agent_spawned", "event:agent_terminated"] }
 
 [resources]
-max_llm_tokens_per_hour = 150000
+max_llm_tokens_per_hour = 200000
 
 [capabilities]
 tools = [
diff --git a/agents/social-media/agent.toml b/agents/social-media/agent.toml
index c05a75f..4b4fec0 100644
--- a/agents/social-media/agent.toml
+++ b/agents/social-media/agent.toml
@@ -11,6 +11,11 @@ tags = [
   "scheduling",
   "analytics",
 ]
+profile = "research"
+skills = ["writing-coach", "web-search", "email-writer"]
+skills_disabled = false
+mcp_servers = ["_none"]
+max_history_messages = 12
 
 [metadata.routing]
 aliases = [
@@ -67,7 +72,7 @@ TOOLS AVAILABLE:
 You are creative, culturally aware, and strategically minded. You balance creativity with data-driven decision-making."""
 
 [resources]
-max_llm_tokens_per_hour = 120000
+max_llm_tokens_per_hour = 200000
 max_concurrent_tools = 5
 
 [capabilities]
diff --git a/agents/test-engineer/agent.toml b/agents/test-engineer/agent.toml
index 1c890e0..810dde9 100644
--- a/agents/test-engineer/agent.toml
+++ b/agents/test-engineer/agent.toml
@@ -4,6 +4,11 @@ description = "Quality assurance engineer. Designs test strategies, writes tests
 author = "librefang"
 module = "builtin:chat"
 tags = ["testing", "qa", "validation"]
+profile = "coding"
+skills = ["git-expert", "github", "shell-scripting", "python-expert", "ci-cd", "api-tester", "rust-expert"]
+skills_disabled = false
+mcp_servers = ["git", "filesystem"]
+max_history_messages = 12
 
 [metadata.routing]
 aliases = [
@@ -54,7 +59,7 @@ model = "default"
 api_key_env = "GROQ_API_KEY"
 
 [resources]
-max_llm_tokens_per_hour = 150000
+max_llm_tokens_per_hour = 500000
 
 [capabilities]
 tools = [
diff --git a/agents/translator/agent.toml b/agents/translator/agent.toml
index 960877e..c53ac66 100644
--- a/agents/translator/agent.toml
+++ b/agents/translator/agent.toml
@@ -11,6 +11,11 @@ tags = [
   "communication",
   "i18n",
 ]
+profile = "research"
+skills = ["writing-coach", "web-search", "pdf-reader"]
+skills_disabled = false
+mcp_servers = ["_none"]
+max_history_messages = 8
 
 [metadata.routing]
 aliases = [
@@ -72,7 +77,7 @@ TOOLS AVAILABLE:
 You are precise, culturally sensitive, and committed to clear cross-language communication. You bridge linguistic gaps with accuracy and grace."""
 
 [resources]
-max_llm_tokens_per_hour = 200000
+max_llm_tokens_per_hour = 100000
 max_concurrent_tools = 5
 
 [capabilities]
diff --git a/agents/travel-planner/agent.toml b/agents/travel-planner/agent.toml
index 5d3364f..37ef1d8 100644
--- a/agents/travel-planner/agent.toml
+++ b/agents/travel-planner/agent.toml
@@ -4,6 +4,11 @@ description = "Trip planning agent for itinerary creation, booking research, bud
 author = "librefang"
 module = "builtin:chat"
 tags = ["travel", "planning", "itinerary", "booking", "logistics", "vacation"]
+profile = "custom"
+skills = ["web-search"]
+skills_disabled = false
+mcp_servers = ["puppeteer"]
+max_history_messages = 12
 
 [metadata.routing]
 aliases = [
@@ -65,7 +70,7 @@ TOOLS AVAILABLE:
 You are enthusiastic, detail-oriented, and practical. You turn travel dreams into well-organized, memorable trips."""
 
 [resources]
-max_llm_tokens_per_hour = 150000
+max_llm_tokens_per_hour = 200000
 max_concurrent_tools = 5
 
 [capabilities]
diff --git a/agents/tutor/agent.toml b/agents/tutor/agent.toml
index ebf89dd..b804cfd 100644
--- a/agents/tutor/agent.toml
+++ b/agents/tutor/agent.toml
@@ -11,6 +11,11 @@ tags = [
   "explanation",
   "knowledge",
 ]
+profile = "coding"
+skills = ["web-search", "python-expert", "writing-coach", "technical-writer"]
+skills_disabled = false
+mcp_servers = ["_none"]
+max_history_messages = 15
 
 [metadata.routing]
 aliases = [
@@ -74,6 +79,7 @@ You are patient, encouraging, and intellectually rigorous. You believe every per
 
 [resources]
 max_llm_tokens_per_hour = 200000
+max_cost_per_hour_usd = 1.00
 max_concurrent_tools = 5
 
 [capabilities]
diff --git a/agents/writer/agent.toml b/agents/writer/agent.toml
index 9e20fa0..6e061b6 100644
--- a/agents/writer/agent.toml
+++ b/agents/writer/agent.toml
@@ -3,6 +3,11 @@ version = "0.4.3-beta3-20260314"
 description = "Content writer. Creates documentation, articles, and technical writing."
 author = "librefang"
 module = "builtin:chat"
+profile = "research"
+skills = ["writing-coach", "technical-writer", "web-search", "email-writer"]
+skills_disabled = false
+mcp_servers = ["_none"]
+max_history_messages = 12
 
 [metadata.routing]
 aliases = [
@@ -40,7 +45,7 @@ OUTPUT:
 - Adapt formatting to the target platform when specified."""
 
 [resources]
-max_llm_tokens_per_hour = 100000
+max_llm_tokens_per_hour = 200000
 
 [capabilities]
 tools = [
diff --git a/hands/analytics/HAND.toml b/hands/analytics/HAND.toml
index 67df279..e23ef2a 100644
--- a/hands/analytics/HAND.toml
+++ b/hands/analytics/HAND.toml
@@ -23,6 +23,10 @@ tools = [
   "event_publish",
 ]
 
+skills = ["data-analyst", "sql-analyst", "python-expert", "data-pipeline"]
+skills_disabled = false
+mcp_servers = ["_none"]
+
 [routing]
 aliases = [
   "data analysis",
diff --git a/hands/apitester/HAND.toml b/hands/apitester/HAND.toml
index c251d48..fe5dc2a 100644
--- a/hands/apitester/HAND.toml
+++ b/hands/apitester/HAND.toml
@@ -24,6 +24,10 @@ tools = [
   "event_publish",
 ]
 
+skills = ["api-tester", "shell-scripting", "openapi-expert"]
+skills_disabled = false
+mcp_servers = ["_none"]
+
 [[requires]]
 key = "curl"
 label = "curl must be installed"
diff --git a/hands/browser/HAND.toml b/hands/browser/HAND.toml
index 0502beb..285dc6f 100644
--- a/hands/browser/HAND.toml
+++ b/hands/browser/HAND.toml
@@ -28,6 +28,10 @@ tools = [
   "file_read",
 ]
 
+skills = ["web-search"]
+skills_disabled = false
+mcp_servers = ["puppeteer"]
+
 [routing]
 aliases = [
   "open website",
diff --git a/hands/clip/HAND.toml b/hands/clip/HAND.toml
index 7336b5d..f2b12ba 100644
--- a/hands/clip/HAND.toml
+++ b/hands/clip/HAND.toml
@@ -17,6 +17,10 @@ tools = [
   "memory_recall",
 ]
 
+skills = ["_none"]
+skills_disabled = true
+mcp_servers = ["_none"]
+
 [routing]
 aliases = [
   "clip video",
diff --git a/hands/collector/HAND.toml b/hands/collector/HAND.toml
index df65db7..2c7250e 100644
--- a/hands/collector/HAND.toml
+++ b/hands/collector/HAND.toml
@@ -6,6 +6,9 @@ description = "Autonomous intelligence collector — monitors any target continu
 category = "data"
 tags = ["popular"]
 icon = "lucide:search"
+skills = ["web-search"]
+skills_disabled = false
+mcp_servers = ["puppeteer"]
 
 tools = [
   "shell_exec",
diff --git a/hands/creator/HAND.toml b/hands/creator/HAND.toml
index cec691f..52ed9b8 100644
--- a/hands/creator/HAND.toml
+++ b/hands/creator/HAND.toml
@@ -5,6 +5,9 @@ description = "AI media studio — generates images, videos, music, and speech f
 
 category = "content"
 icon = "lucide:palette"
+skills = ["_none"]
+skills_disabled = true
+mcp_servers = ["_none"]
 tools = [
   "image_generate",
   "video_generate",
diff --git a/hands/devops/HAND.toml b/hands/devops/HAND.toml
index a94929b..069551d 100644
--- a/hands/devops/HAND.toml
+++ b/hands/devops/HAND.toml
@@ -5,6 +5,9 @@ description = "Autonomous DevOps engineer — CI/CD management, infrastructure m
 
 category = "development"
 icon = "lucide:hard-hat"
+skills = ["docker", "kubernetes", "ci-cd", "shell-scripting", "git-expert", "github", "terraform", "prometheus", "helm"]
+skills_disabled = false
+mcp_servers = ["git", "filesystem"]
 
 tools = [
   "shell_exec",
diff --git a/hands/devteam/HAND.toml b/hands/devteam/HAND.toml
index e3fe18f..57fe8ef 100644
--- a/hands/devteam/HAND.toml
+++ b/hands/devteam/HAND.toml
@@ -31,10 +31,11 @@ tools = [
 ]
 
 # MCP servers: all agents can access these (per-agent mcp_servers further restricts)
-mcp_servers = ["github"]
+mcp_servers = ["git", "filesystem", "github"]
 
 # Skills: all available (agents can restrict individually)
-skills = []
+skills = ["git-expert", "github", "code-reviewer", "ci-cd", "shell-scripting", "python-expert"]
+skills_disabled = false
 
 # Plugins: useful for dev workflow
 allowed_plugins = ["todo-tracker", "auto-summarizer", "episodic-memory"]
diff --git a/hands/lead/HAND.toml b/hands/lead/HAND.toml
index 1222651..fe41488 100644
--- a/hands/lead/HAND.toml
+++ b/hands/lead/HAND.toml
@@ -6,6 +6,9 @@ description = "Autonomous lead generation — discovers, enriches, and delivers
 category = "data"
 tags = ["popular"]
 icon = "lucide:bar-chart-3"
+skills = ["web-search", "email-writer"]
+skills_disabled = false
+mcp_servers = ["_none"]
 
 tools = [
   "shell_exec",
diff --git a/hands/linkedin/HAND.toml b/hands/linkedin/HAND.toml
index 245cd33..8f5ad11 100644
--- a/hands/linkedin/HAND.toml
+++ b/hands/linkedin/HAND.toml
@@ -5,6 +5,9 @@ description = "Autonomous LinkedIn manager — profile optimization, content cre
 
 category = "communication"
 icon = "lucide:briefcase"
+skills = ["writing-coach", "web-search"]
+skills_disabled = false
+mcp_servers = ["_none"]
 tools = [
   "shell_exec",
   "file_read",
diff --git a/hands/predictor/HAND.toml b/hands/predictor/HAND.toml
index c191850..1f42fdc 100644
--- a/hands/predictor/HAND.toml
+++ b/hands/predictor/HAND.toml
@@ -5,6 +5,9 @@ description = "Autonomous future predictor — collects signals, builds reasonin
 
 category = "data"
 icon = "lucide:sparkles"
+skills = ["web-search", "data-analyst"]
+skills_disabled = false
+mcp_servers = ["_none"]
 
 tools = [
   "shell_exec",
diff --git a/hands/reddit/HAND.toml b/hands/reddit/HAND.toml
index b4d9cd6..935350b 100644
--- a/hands/reddit/HAND.toml
+++ b/hands/reddit/HAND.toml
@@ -5,6 +5,9 @@ description = "Autonomous Reddit manager — monitors subreddits, posts content,
 
 category = "communication"
 icon = "lucide:megaphone"
+skills = ["writing-coach", "web-search"]
+skills_disabled = false
+mcp_servers = ["_none"]
 tools = [
   "shell_exec",
   "file_read",
diff --git a/hands/researcher/HAND.toml b/hands/researcher/HAND.toml
index d249c72..1cd1dcc 100644
--- a/hands/researcher/HAND.toml
+++ b/hands/researcher/HAND.toml
@@ -6,6 +6,9 @@ description = "Autonomous deep researcher — exhaustive investigation, cross-re
 category = "productivity"
 tags = ["popular"]
 icon = "lucide:flask-conical"
+skills = ["web-search"]
+skills_disabled = false
+mcp_servers = ["puppeteer"]
 
 tools = [
   "shell_exec",
diff --git a/hands/strategist/HAND.toml b/hands/strategist/HAND.toml
index 393a405..b5b5180 100644
--- a/hands/strategist/HAND.toml
+++ b/hands/strategist/HAND.toml
@@ -5,6 +5,9 @@ description = "Autonomous strategy analyst — market research, competitive anal
 
 category = "productivity"
 icon = "lucide:target"
+skills = ["web-search", "data-analyst", "project-manager"]
+skills_disabled = false
+mcp_servers = ["_none"]
 
 tools = [
   "shell_exec",
diff --git a/hands/trader/HAND.toml b/hands/trader/HAND.toml
index 202e452..65c6f93 100644
--- a/hands/trader/HAND.toml
+++ b/hands/trader/HAND.toml
@@ -6,6 +6,9 @@ description = "Autonomous market intelligence and trading engine — multi-signa
 category = "data"
 tags = ["popular"]
 icon = "lucide:trending-up"
+skills = ["web-search", "data-analyst", "python-expert"]
+skills_disabled = false
+mcp_servers = ["_none"]
 
 tools = [
   "shell_exec",
diff --git a/hands/twitter/HAND.toml b/hands/twitter/HAND.toml
index 280daee..93a9bf2 100644
--- a/hands/twitter/HAND.toml
+++ b/hands/twitter/HAND.toml
@@ -6,6 +6,9 @@ description = "Autonomous Twitter/X manager — content creation, scheduled post
 category = "communication"
 tags = ["popular"]
 icon = "lucide:twitter"
+skills = ["writing-coach", "web-search"]
+skills_disabled = false
+mcp_servers = ["_none"]
 tools = [
   "shell_exec",
   "file_read",
diff --git a/hands/wiki/HAND.toml b/hands/wiki/HAND.toml
index 3085fcd..7bf9eaf 100644
--- a/hands/wiki/HAND.toml
+++ b/hands/wiki/HAND.toml
@@ -18,8 +18,9 @@ tools = [
   "memory_store",
 ]
 
-mcp_servers = []
-skills = []
+mcp_servers = ["filesystem"]
+skills = ["technical-writer", "writing-coach", "web-search"]
+skills_disabled = false
 allowed_plugins = []
 # memory_store is used ONLY for dashboard metrics.
 # No wiki content enters LibreFang's general memory — all knowledge lives in the vault.