chore: remove router agent (#5)

* chore: remove router agent

builtin:router has been replaced by LLM intent routing in the kernel.
Assistant is now the sole entry point — see librefang/librefang#1336.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* style: format all TOML files with taplo

Fix CI taplo format check by running `taplo fmt` on all 132 TOML files.

---------

Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

agents/academic-researcher/agent.toml

@@ -6,8 +6,20 @@ module = "builtin:chat"
 tags = ["research", "academic", "papers", "literature-review", "science"]
 
 [metadata.routing]
-aliases = ["academic research", "literature review", "paper search", "scholarly research", "find papers"]
+aliases = [
-weak_aliases = ["papers", "citations", "bibliography", "systematic review", "meta-analysis"]
+  "academic research",
+  "literature review",
+  "paper search",
+  "scholarly research",
+  "find papers",
+]
+weak_aliases = [
+  "papers",
+  "citations",
+  "bibliography",
+  "systematic review",
+  "meta-analysis",
+]
 
 [model]
 provider = "default"
@@ -76,7 +88,15 @@ max_llm_tokens_per_hour = 200000
 max_concurrent_tools = 5
 
 [capabilities]
-tools = ["web_search", "web_fetch", "file_read", "file_write", "file_list", "memory_store", "memory_recall"]
+tools = [
+  "web_search",
+  "web_fetch",
+  "file_read",
+  "file_write",
+  "file_list",
+  "memory_store",
+  "memory_recall",
+]
 network = ["*"]
 memory_read = ["*"]
 memory_write = ["self.*", "shared.*"]

agents/analyst/agent.toml

@@ -5,7 +5,13 @@ author = "librefang"
 module = "builtin:chat"
 
 [metadata.routing]
-aliases = ["data analysis", "analyze data", "analytics", "metrics analysis", "report analysis"]
+aliases = [
+  "data analysis",
+  "analyze data",
+  "analytics",
+  "metrics analysis",
+  "report analysis",
+]
 weak_aliases = ["dashboard", "kpi", "insights", "reporting"]
 
 [model]
@@ -46,7 +52,16 @@ api_key_env = "GROQ_API_KEY"
 max_llm_tokens_per_hour = 150000
 
 [capabilities]
-tools = ["file_read", "file_write", "file_list", "shell_exec", "web_search", "web_fetch", "memory_store", "memory_recall"]
+tools = [
+  "file_read",
+  "file_write",
+  "file_list",
+  "shell_exec",
+  "web_search",
+  "web_fetch",
+  "memory_store",
+  "memory_recall",
+]
 network = ["*"]
 memory_read = ["*"]
 memory_write = ["self.*", "shared.*"]

agents/architect/agent.toml

@@ -6,7 +6,13 @@ module = "builtin:chat"
 tags = ["architecture", "design", "planning"]
 
 [metadata.routing]
-aliases = ["system design", "software architecture", "architecture review", "technical design", "design a system"]
+aliases = [
+  "system design",
+  "software architecture",
+  "architecture review",
+  "technical design",
+  "design a system",
+]
 weak_aliases = ["architecture", "design doc", "tech spec"]
 
 [model]
@@ -43,7 +49,13 @@ api_key_env = "GROQ_API_KEY"
 max_llm_tokens_per_hour = 200000
 
 [capabilities]
-tools = ["file_read", "file_list", "memory_store", "memory_recall", "agent_send"]
+tools = [
+  "file_read",
+  "file_list",
+  "memory_store",
+  "memory_recall",
+  "agent_send",
+]
 memory_read = ["*"]
 memory_write = ["self.*", "shared.*"]
 agent_message = ["*"]

agents/assistant/agent.toml

@@ -3,10 +3,23 @@ version = "0.4.3-beta3-20260314"
 description = "General-purpose assistant agent. The default OpenClaw agent for everyday tasks, questions, and conversations."
 author = "librefang"
 module = "builtin:chat"
-tags = ["general", "assistant", "default", "multipurpose", "conversation", "productivity"]
+tags = [
+  "general",
+  "assistant",
+  "default",
+  "multipurpose",
+  "conversation",
+  "productivity",
+]
 
 [metadata.routing]
-aliases = ["general help", "general assistant", "everyday questions", "help with this", "general support"]
+aliases = [
+  "general help",
+  "general assistant",
+  "everyday questions",
+  "help with this",
+  "general support",
+]
 weak_aliases = ["assistant", "general", "conversation", "help"]
 
 [model]
@@ -74,7 +87,17 @@ max_llm_tokens_per_hour = 300000
 max_concurrent_tools = 10
 
 [capabilities]
-tools = ["file_read", "file_write", "file_list", "memory_store", "memory_recall", "web_fetch", "shell_exec", "agent_send", "agent_list"]
+tools = [
+  "file_read",
+  "file_write",
+  "file_list",
+  "memory_store",
+  "memory_recall",
+  "web_fetch",
+  "shell_exec",
+  "agent_send",
+  "agent_list",
+]
 network = ["*"]
 memory_read = ["*"]
 memory_write = ["self.*", "shared.*"]

agents/code-reviewer/agent.toml

@@ -6,7 +6,13 @@ module = "builtin:chat"
 tags = ["review", "code-quality", "best-practices"]
 
 [metadata.routing]
-aliases = ["code review", "review this pr", "review this patch", "review this diff", "pull request review"]
+aliases = [
+  "code review",
+  "review this pr",
+  "review this patch",
+  "review this diff",
+  "pull request review",
+]
 weak_aliases = ["review", "pr review", "best practices"]
 
 [model]
@@ -46,7 +52,13 @@ api_key_env = "GROQ_API_KEY"
 max_llm_tokens_per_hour = 150000
 
 [capabilities]
-tools = ["file_read", "file_list", "shell_exec", "memory_store", "memory_recall"]
+tools = [
+  "file_read",
+  "file_list",
+  "shell_exec",
+  "memory_store",
+  "memory_recall",
+]
 memory_read = ["*"]
 memory_write = ["self.*", "shared.*"]
 shell = ["cargo clippy *", "cargo fmt *", "git diff *", "git log *"]

agents/coder/agent.toml

@@ -6,7 +6,13 @@ module = "builtin:chat"
 tags = ["coding", "implementation", "rust", "python"]
 
 [metadata.routing]
-aliases = ["write code", "implement feature", "fix bug", "coding task", "software engineer"]
+aliases = [
+  "write code",
+  "implement feature",
+  "fix bug",
+  "coding task",
+  "software engineer",
+]
 weak_aliases = ["refactor", "implementation", "patch", "code change"]
 
 [model]
@@ -44,7 +50,16 @@ max_llm_tokens_per_hour = 200000
 max_concurrent_tools = 10
 
 [capabilities]
-tools = ["file_read", "file_write", "file_list", "shell_exec", "web_search", "web_fetch", "memory_store", "memory_recall"]
+tools = [
+  "file_read",
+  "file_write",
+  "file_list",
+  "shell_exec",
+  "web_search",
+  "web_fetch",
+  "memory_store",
+  "memory_recall",
+]
 network = ["*"]
 memory_read = ["*"]
 memory_write = ["self.*"]

agents/customer-support/agent.toml

@@ -3,10 +3,23 @@ version = "0.4.3-beta3-20260314"
 description = "Customer support agent for ticket handling, issue resolution, and customer communication."
 author = "librefang"
 module = "builtin:chat"
-tags = ["support", "customer-service", "tickets", "helpdesk", "communication", "resolution"]
+tags = [
+  "support",
+  "customer-service",
+  "tickets",
+  "helpdesk",
+  "communication",
+  "resolution",
+]
 
 [metadata.routing]
-aliases = ["customer support", "support ticket", "help desk", "handle ticket", "reply to customer"]
+aliases = [
+  "customer support",
+  "support ticket",
+  "help desk",
+  "handle ticket",
+  "reply to customer",
+]
 weak_aliases = ["ticket", "support", "customer issue"]
 
 [model]
@@ -68,7 +81,14 @@ max_llm_tokens_per_hour = 200000
 max_concurrent_tools = 5
 
 [capabilities]
-tools = ["file_read", "file_write", "file_list", "memory_store", "memory_recall", "web_fetch"]
+tools = [
+  "file_read",
+  "file_write",
+  "file_list",
+  "memory_store",
+  "memory_recall",
+  "web_fetch",
+]
 network = ["*"]
 memory_read = ["*"]
 memory_write = ["self.*", "shared.*"]

agents/data-scientist/agent.toml

@@ -5,7 +5,13 @@ author = "librefang"
 module = "builtin:chat"
 
 [metadata.routing]
-aliases = ["data science", "build model", "train model", "statistical analysis", "machine learning"]
+aliases = [
+  "data science",
+  "build model",
+  "train model",
+  "statistical analysis",
+  "machine learning",
+]
 weak_aliases = ["modeling", "forecast", "prediction", "statistics"]
 
 [model]
@@ -48,7 +54,16 @@ api_key_env = "GROQ_API_KEY"
 max_llm_tokens_per_hour = 150000
 
 [capabilities]
-tools = ["file_read", "file_write", "file_list", "shell_exec", "web_search", "web_fetch", "memory_store", "memory_recall"]
+tools = [
+  "file_read",
+  "file_write",
+  "file_list",
+  "shell_exec",
+  "web_search",
+  "web_fetch",
+  "memory_store",
+  "memory_recall",
+]
 network = ["*"]
 memory_read = ["*"]
 memory_write = ["self.*", "shared.*"]

agents/debugger/agent.toml

@@ -5,7 +5,13 @@ author = "librefang"
 module = "builtin:chat"
 
 [metadata.routing]
-aliases = ["debug this", "root cause analysis", "investigate bug", "trace the bug", "analyze stack trace"]
+aliases = [
+  "debug this",
+  "root cause analysis",
+  "investigate bug",
+  "trace the bug",
+  "analyze stack trace",
+]
 weak_aliases = ["debug", "bug", "stack trace", "reproduce issue"]
 
 [model]
@@ -49,7 +55,16 @@ api_key_env = "GROQ_API_KEY"
 max_llm_tokens_per_hour = 150000
 
 [capabilities]
-tools = ["file_read", "file_write", "file_list", "shell_exec", "web_search", "web_fetch", "memory_store", "memory_recall"]
+tools = [
+  "file_read",
+  "file_write",
+  "file_list",
+  "shell_exec",
+  "web_search",
+  "web_fetch",
+  "memory_store",
+  "memory_recall",
+]
 network = ["*"]
 memory_read = ["*"]
 memory_write = ["self.*", "shared.*"]

agents/devops-lead/agent.toml

@@ -5,7 +5,13 @@ author = "librefang"
 module = "builtin:chat"
 
 [metadata.routing]
-aliases = ["ci cd", "deployment pipeline", "infrastructure ops", "incident response", "production operations"]
+aliases = [
+  "ci cd",
+  "deployment pipeline",
+  "infrastructure ops",
+  "incident response",
+  "production operations",
+]
 weak_aliases = ["devops", "deployment", "kubernetes", "terraform", "infra"]
 
 [model]
@@ -47,7 +53,15 @@ api_key_env = "GEMINI_API_KEY"
 max_llm_tokens_per_hour = 150000
 
 [capabilities]
-tools = ["file_read", "file_write", "file_list", "shell_exec", "memory_store", "memory_recall", "agent_send"]
+tools = [
+  "file_read",
+  "file_write",
+  "file_list",
+  "shell_exec",
+  "memory_store",
+  "memory_recall",
+  "agent_send",
+]
 memory_read = ["*"]
 memory_write = ["self.*", "shared.*"]
 agent_message = ["*"]

agents/doc-writer/agent.toml

@@ -5,7 +5,13 @@ author = "librefang"
 module = "builtin:chat"
 
 [metadata.routing]
-aliases = ["write documentation", "technical documentation", "api documentation", "architecture guide", "readme update"]
+aliases = [
+  "write documentation",
+  "technical documentation",
+  "api documentation",
+  "architecture guide",
+  "readme update",
+]
 weak_aliases = ["docs", "readme", "tutorial", "reference doc"]
 
 [model]
@@ -45,6 +51,12 @@ api_key_env = "GEMINI_API_KEY"
 max_llm_tokens_per_hour = 200000
 
 [capabilities]
-tools = ["file_read", "file_write", "file_list", "memory_store", "memory_recall"]
+tools = [
+  "file_read",
+  "file_write",
+  "file_list",
+  "memory_store",
+  "memory_recall",
+]
 memory_read = ["*"]
 memory_write = ["self.*", "shared.*"]

agents/email-assistant/agent.toml

@@ -3,10 +3,23 @@ version = "0.4.3-beta3-20260314"
 description = "Email triage, drafting, scheduling, and inbox management agent."
 author = "librefang"
 module = "builtin:chat"
-tags = ["email", "communication", "triage", "drafting", "scheduling", "productivity"]
+tags = [
+  "email",
+  "communication",
+  "triage",
+  "drafting",
+  "scheduling",
+  "productivity",
+]
 
 [metadata.routing]
-aliases = ["draft email", "email reply", "inbox triage", "email follow up", "compose email"]
+aliases = [
+  "draft email",
+  "email reply",
+  "inbox triage",
+  "email follow up",
+  "compose email",
+]
 weak_aliases = ["email", "inbox", "follow-up"]
 
 [model]
@@ -60,7 +73,14 @@ max_llm_tokens_per_hour = 150000
 max_concurrent_tools = 5
 
 [capabilities]
-tools = ["file_read", "file_write", "file_list", "memory_store", "memory_recall", "web_fetch"]
+tools = [
+  "file_read",
+  "file_write",
+  "file_list",
+  "memory_store",
+  "memory_recall",
+  "web_fetch",
+]
 network = ["*"]
 memory_read = ["*"]
 memory_write = ["self.*", "shared.*"]

agents/health-tracker/agent.toml

@@ -6,7 +6,13 @@ module = "builtin:chat"
 tags = ["health", "wellness", "fitness", "medication", "habits", "tracking"]
 
 [metadata.routing]
-aliases = ["health tracking", "fitness tracking", "medication reminder", "wellness log", "habit tracking"]
+aliases = [
+  "health tracking",
+  "fitness tracking",
+  "medication reminder",
+  "wellness log",
+  "habit tracking",
+]
 weak_aliases = ["sleep log", "workout log", "wellness", "medication"]
 
 [model]
@@ -67,6 +73,12 @@ max_llm_tokens_per_hour = 100000
 max_concurrent_tools = 5
 
 [capabilities]
-tools = ["file_read", "file_write", "file_list", "memory_store", "memory_recall"]
+tools = [
+  "file_read",
+  "file_write",
+  "file_list",
+  "memory_store",
+  "memory_recall",
+]
 memory_read = ["*"]
 memory_write = ["self.*"]

agents/hello-world/agent.toml

@@ -5,7 +5,13 @@ author = "librefang"
 module = "builtin:chat"
 
 [metadata.routing]
-aliases = ["hello world", "greeting", "say hello", "introduce yourself", "new user welcome"]
+aliases = [
+  "hello world",
+  "greeting",
+  "say hello",
+  "introduce yourself",
+  "new user welcome",
+]
 weak_aliases = ["hello", "welcome", "intro", "getting started"]
 
 [model]
@@ -26,7 +32,14 @@ Keep responses brief (2-4 paragraphs max) unless the user asks for detail."""
 max_llm_tokens_per_hour = 100000
 
 [capabilities]
-tools = ["file_read", "file_list", "web_fetch", "web_search", "memory_store", "memory_recall"]
+tools = [
+  "file_read",
+  "file_list",
+  "web_fetch",
+  "web_search",
+  "memory_store",
+  "memory_recall",
+]
 network = ["*"]
 memory_read = ["*"]
 memory_write = ["self.*"]

agents/home-automation/agent.toml

@@ -6,7 +6,13 @@ module = "builtin:chat"
 tags = ["smart-home", "iot", "automation", "devices", "monitoring", "home"]
 
 [metadata.routing]
-aliases = ["smart home", "home automation", "iot automation", "device automation", "automation rule"]
+aliases = [
+  "smart home",
+  "home automation",
+  "iot automation",
+  "device automation",
+  "automation rule",
+]
 weak_aliases = ["iot", "smart devices", "home assistant"]
 
 [model]
@@ -64,7 +70,15 @@ max_llm_tokens_per_hour = 100000
 max_concurrent_tools = 10
 
 [capabilities]
-tools = ["file_read", "file_write", "file_list", "memory_store", "memory_recall", "shell_exec", "web_fetch"]
+tools = [
+  "file_read",
+  "file_write",
+  "file_list",
+  "memory_store",
+  "memory_recall",
+  "shell_exec",
+  "web_fetch",
+]
 network = ["*"]
 memory_read = ["*"]
 memory_write = ["self.*", "shared.*"]

agents/legal-assistant/agent.toml

@@ -6,7 +6,13 @@ module = "builtin:chat"
 tags = ["legal", "contracts", "compliance", "research", "review", "documents"]
 
 [metadata.routing]
-aliases = ["legal review", "contract review", "compliance check", "legal research", "draft legal document"]
+aliases = [
+  "legal review",
+  "contract review",
+  "compliance check",
+  "legal research",
+  "draft legal document",
+]
 weak_aliases = ["legal", "contract", "compliance"]
 
 [model]
@@ -71,7 +77,14 @@ max_llm_tokens_per_hour = 200000
 max_concurrent_tools = 5
 
 [capabilities]
-tools = ["file_read", "file_write", "file_list", "memory_store", "memory_recall", "web_fetch"]
+tools = [
+  "file_read",
+  "file_write",
+  "file_list",
+  "memory_store",
+  "memory_recall",
+  "web_fetch",
+]
 network = ["*"]
 memory_read = ["*"]
 memory_write = ["self.*", "shared.*"]

agents/meeting-assistant/agent.toml

@@ -3,10 +3,23 @@ version = "0.4.3-beta3-20260314"
 description = "Meeting notes, action items, agenda preparation, and follow-up tracking agent."
 author = "librefang"
 module = "builtin:chat"
-tags = ["meetings", "notes", "action-items", "agenda", "follow-up", "productivity"]
+tags = [
+  "meetings",
+  "notes",
+  "action-items",
+  "agenda",
+  "follow-up",
+  "productivity",
+]
 
 [metadata.routing]
-aliases = ["meeting notes", "meeting summary", "action items", "prepare agenda", "meeting follow up"]
+aliases = [
+  "meeting notes",
+  "meeting summary",
+  "action items",
+  "prepare agenda",
+  "meeting follow up",
+]
 weak_aliases = ["agenda", "notes", "meeting recap"]
 
 [model]
@@ -63,6 +76,12 @@ max_llm_tokens_per_hour = 150000
 max_concurrent_tools = 5
 
 [capabilities]
-tools = ["file_read", "file_write", "file_list", "memory_store", "memory_recall"]
+tools = [
+  "file_read",
+  "file_write",
+  "file_list",
+  "memory_store",
+  "memory_recall",
+]
 memory_read = ["*"]
 memory_write = ["self.*", "shared.*"]

agents/ops/agent.toml

@@ -5,7 +5,13 @@ author = "librefang"
 module = "builtin:chat"
 
 [metadata.routing]
-aliases = ["service status", "restore service", "operations incident", "run diagnostics", "system operations"]
+aliases = [
+  "service status",
+  "restore service",
+  "operations incident",
+  "run diagnostics",
+  "system operations",
+]
 weak_aliases = ["ops", "outage", "incident", "status page"]
 
 [model]
@@ -42,4 +48,12 @@ max_llm_tokens_per_hour = 50000
 tools = ["shell_exec", "file_read", "file_list"]
 memory_read = ["*"]
 memory_write = ["self.*"]
-shell = ["docker *", "git *", "cargo *", "systemctl *", "ps *", "df *", "free *"]
+shell = [
+  "docker *",
+  "git *",
+  "cargo *",
+  "systemctl *",
+  "ps *",
+  "df *",
+  "free *",
+]

agents/orchestrator/agent.toml

@@ -5,7 +5,13 @@ author = "librefang"
 module = "builtin:chat"
 
 [metadata.routing]
-aliases = ["multi agent", "coordinate specialists", "delegate tasks", "complex workflow", "break this into tasks"]
+aliases = [
+  "multi agent",
+  "coordinate specialists",
+  "delegate tasks",
+  "complex workflow",
+  "break this into tasks",
+]
 weak_aliases = ["orchestrate", "delegate", "multi-step", "coordination"]
 
 [model]
@@ -60,7 +66,16 @@ continuous = { check_interval_secs = 120 }
 max_llm_tokens_per_hour = 500000
 
 [capabilities]
-tools = ["agent_send", "agent_spawn", "agent_list", "agent_kill", "memory_store", "memory_recall", "file_read", "file_write"]
+tools = [
+  "agent_send",
+  "agent_spawn",
+  "agent_list",
+  "agent_kill",
+  "memory_store",
+  "memory_recall",
+  "file_read",
+  "file_write",
+]
 memory_read = ["*"]
 memory_write = ["*"]
 agent_spawn = true

agents/personal-finance/agent.toml

@@ -6,7 +6,13 @@ module = "builtin:chat"
 tags = ["finance", "budget", "expenses", "savings", "planning", "money"]
 
 [metadata.routing]
-aliases = ["budget planning", "expense analysis", "savings plan", "personal finance", "debt payoff plan"]
+aliases = [
+  "budget planning",
+  "expense analysis",
+  "savings plan",
+  "personal finance",
+  "debt payoff plan",
+]
 weak_aliases = ["budget", "expenses", "savings", "debt"]
 
 [model]
@@ -59,7 +65,14 @@ max_llm_tokens_per_hour = 150000
 max_concurrent_tools = 5
 
 [capabilities]
-tools = ["file_read", "file_write", "file_list", "memory_store", "memory_recall", "shell_exec"]
+tools = [
+  "file_read",
+  "file_write",
+  "file_list",
+  "memory_store",
+  "memory_recall",
+  "shell_exec",
+]
 memory_read = ["*"]
 memory_write = ["self.*", "shared.*"]
 shell = ["python *"]

agents/planner/agent.toml

@@ -5,7 +5,13 @@ author = "librefang"
 module = "builtin:chat"
 
 [metadata.routing]
-aliases = ["project plan", "roadmap planning", "task breakdown", "delivery plan", "execution plan"]
+aliases = [
+  "project plan",
+  "roadmap planning",
+  "task breakdown",
+  "delivery plan",
+  "execution plan",
+]
 weak_aliases = ["timeline", "milestones", "dependencies", "plan"]
 
 [model]
@@ -49,7 +55,13 @@ api_key_env = "GEMINI_API_KEY"
 max_llm_tokens_per_hour = 200000
 
 [capabilities]
-tools = ["file_read", "file_list", "memory_store", "memory_recall", "agent_send"]
+tools = [
+  "file_read",
+  "file_list",
+  "memory_store",
+  "memory_recall",
+  "agent_send",
+]
 memory_read = ["*"]
 memory_write = ["self.*", "shared.*"]
 agent_message = ["*"]

agents/recipe-assistant/agent.toml

@@ -6,7 +6,13 @@ module = "builtin:chat"
 tags = ["cooking", "recipes", "meal-planning", "nutrition", "food"]
 
 [metadata.routing]
-aliases = ["recipe helper", "meal planner", "cooking assistant", "recipe finder", "meal prep"]
+aliases = [
+  "recipe helper",
+  "meal planner",
+  "cooking assistant",
+  "recipe finder",
+  "meal prep",
+]
 weak_aliases = ["recipe", "cooking", "meal", "ingredients", "dinner", "food"]
 
 [model]
@@ -63,7 +69,15 @@ max_llm_tokens_per_hour = 100000
 max_concurrent_tools = 5
 
 [capabilities]
-tools = ["file_read", "file_write", "file_list", "memory_store", "memory_recall", "web_fetch", "web_search"]
+tools = [
+  "file_read",
+  "file_write",
+  "file_list",
+  "memory_store",
+  "memory_recall",
+  "web_fetch",
+  "web_search",
+]
 network = ["*"]
 memory_read = ["*"]
 memory_write = ["self.*"]

agents/recruiter/agent.toml

@@ -6,7 +6,13 @@ module = "builtin:chat"
 tags = ["recruiting", "hiring", "resume", "outreach", "talent", "hr"]
 
 [metadata.routing]
-aliases = ["candidate screening", "recruiting outreach", "resume review", "hiring pipeline", "job description"]
+aliases = [
+  "candidate screening",
+  "recruiting outreach",
+  "resume review",
+  "hiring pipeline",
+  "job description",
+]
 weak_aliases = ["recruiting", "hiring", "resume", "talent"]
 
 [model]
@@ -68,7 +74,14 @@ max_llm_tokens_per_hour = 150000
 max_concurrent_tools = 5
 
 [capabilities]
-tools = ["file_read", "file_write", "file_list", "memory_store", "memory_recall", "web_fetch"]
+tools = [
+  "file_read",
+  "file_write",
+  "file_list",
+  "memory_store",
+  "memory_recall",
+  "web_fetch",
+]
 network = ["*"]
 memory_read = ["*"]
 memory_write = ["self.*", "shared.*"]

agents/researcher/agent.toml

@@ -6,7 +6,13 @@ module = "builtin:chat"
 tags = ["research", "analysis", "web"]
 
 [metadata.routing]
-aliases = ["deep research", "web research", "investigate topic", "gather sources", "fact finding"]
+aliases = [
+  "deep research",
+  "web research",
+  "investigate topic",
+  "gather sources",
+  "fact finding",
+]
 weak_aliases = ["research", "sources", "literature review", "web search"]
 
 [model]
@@ -48,7 +54,15 @@ api_key_env = "GROQ_API_KEY"
 max_llm_tokens_per_hour = 150000
 
 [capabilities]
-tools = ["web_search", "web_fetch", "file_read", "file_write", "file_list", "memory_store", "memory_recall"]
+tools = [
+  "web_search",
+  "web_fetch",
+  "file_read",
+  "file_write",
+  "file_list",
+  "memory_store",
+  "memory_recall",
+]
 network = ["*"]
 memory_read = ["*"]
 memory_write = ["self.*", "shared.*"]

agents/router/README.md

@@ -1,23 +0,0 @@
-# Router
-
-Native deterministic router. Dispatches tasks to specialist agents without using an LLM.
-
-## Configuration
-
-| Field | Value |
-|-------|-------|
-| Module | `builtin:router` |
-| Model | `default` |
-| Provider | `default` |
-
-This is a system-level agent. The `builtin:router` module performs deterministic routing and does not invoke an LLM.
-
-## Skills
-
-None configured.
-
-## Usage
-
-```bash
-librefang agent run router
-```

agents/router/agent.toml

@@ -1,17 +0,0 @@
-name = "router"
-version = "0.4.3-beta3-20260314"
-description = "Native deterministic router. Dispatches tasks to hands, specialist templates, or assistant without using shell_exec."
-author = "librefang"
-module = "builtin:router"
-tags = ["router", "dispatcher", "system", "deterministic"]
-
-[metadata.routing]
-aliases = ["route this request", "dispatch to the right agent", "pick the best agent", "agent routing", "task router"]
-weak_aliases = ["router", "dispatcher", "routing", "triage"]
-
-[model]
-provider = "default"
-model = "default"
-max_tokens = 1
-temperature = 0.0
-system_prompt = "Native router. The system prompt is unused because builtin:router does not invoke an LLM."

agents/sales-assistant/agent.toml

@@ -6,7 +6,13 @@ module = "builtin:chat"
 tags = ["sales", "crm", "outreach", "pipeline", "prospecting", "deals"]
 
 [metadata.routing]
-aliases = ["sales outreach", "crm update", "prospecting", "pipeline review", "deal tracking"]
+aliases = [
+  "sales outreach",
+  "crm update",
+  "prospecting",
+  "pipeline review",
+  "deal tracking",
+]
 weak_aliases = ["sales", "crm", "pipeline", "leads"]
 
 [model]
@@ -67,7 +73,14 @@ max_llm_tokens_per_hour = 150000
 max_concurrent_tools = 5
 
 [capabilities]
-tools = ["file_read", "file_write", "file_list", "memory_store", "memory_recall", "web_fetch"]
+tools = [
+  "file_read",
+  "file_write",
+  "file_list",
+  "memory_store",
+  "memory_recall",
+  "web_fetch",
+]
 network = ["*"]
 memory_read = ["*"]
 memory_write = ["self.*", "shared.*"]

agents/security-auditor/agent.toml

@@ -6,7 +6,13 @@ module = "builtin:chat"
 tags = ["security", "audit", "vulnerability"]
 
 [metadata.routing]
-aliases = ["security audit", "vulnerability review", "threat model", "security review", "attack surface review"]
+aliases = [
+  "security audit",
+  "vulnerability review",
+  "threat model",
+  "security review",
+  "attack surface review",
+]
 weak_aliases = ["security", "vulnerability", "owasp", "audit"]
 
 [model]
@@ -52,7 +58,13 @@ proactive = { conditions = ["event:agent_spawned", "event:agent_terminated"] }
 max_llm_tokens_per_hour = 150000
 
 [capabilities]
-tools = ["file_read", "file_list", "shell_exec", "memory_store", "memory_recall"]
+tools = [
+  "file_read",
+  "file_list",
+  "shell_exec",
+  "memory_store",
+  "memory_recall",
+]
 memory_read = ["*"]
 memory_write = ["self.*", "shared.*"]
 shell = ["cargo audit *", "cargo tree *", "git log *"]

agents/social-media/agent.toml

@@ -3,10 +3,23 @@ version = "0.4.3-beta3-20260314"
 description = "Social media content creation, scheduling, and engagement strategy agent."
 author = "librefang"
 module = "builtin:chat"
-tags = ["social-media", "content", "marketing", "engagement", "scheduling", "analytics"]
+tags = [
+  "social-media",
+  "content",
+  "marketing",
+  "engagement",
+  "scheduling",
+  "analytics",
+]
 
 [metadata.routing]
-aliases = ["social media plan", "content calendar", "post scheduling", "engagement strategy", "social campaign"]
+aliases = [
+  "social media plan",
+  "content calendar",
+  "post scheduling",
+  "engagement strategy",
+  "social campaign",
+]
 weak_aliases = ["social media", "content calendar", "engagement", "campaign"]
 
 [model]
@@ -63,7 +76,14 @@ max_llm_tokens_per_hour = 120000
 max_concurrent_tools = 5
 
 [capabilities]
-tools = ["file_read", "file_write", "file_list", "memory_store", "memory_recall", "web_fetch"]
+tools = [
+  "file_read",
+  "file_write",
+  "file_list",
+  "memory_store",
+  "memory_recall",
+  "web_fetch",
+]
 network = ["*"]
 memory_read = ["*"]
 memory_write = ["self.*", "shared.*"]

agents/test-engineer/agent.toml

@@ -6,7 +6,13 @@ module = "builtin:chat"
 tags = ["testing", "qa", "validation"]
 
 [metadata.routing]
-aliases = ["test plan", "write tests", "quality assurance", "test strategy", "validation plan"]
+aliases = [
+  "test plan",
+  "write tests",
+  "quality assurance",
+  "test strategy",
+  "validation plan",
+]
 weak_aliases = ["testing", "qa", "validation", "test coverage"]
 
 [model]
@@ -51,7 +57,14 @@ api_key_env = "GROQ_API_KEY"
 max_llm_tokens_per_hour = 150000
 
 [capabilities]
-tools = ["file_read", "file_write", "file_list", "shell_exec", "memory_store", "memory_recall"]
+tools = [
+  "file_read",
+  "file_write",
+  "file_list",
+  "shell_exec",
+  "memory_store",
+  "memory_recall",
+]
 memory_read = ["*"]
 memory_write = ["self.*", "shared.*"]
 shell = ["cargo test *", "cargo check *"]

agents/translator/agent.toml

@@ -3,10 +3,23 @@ version = "0.4.3-beta3-20260314"
 description = "Multi-language translation agent for document translation, localization, and cross-cultural communication."
 author = "librefang"
 module = "builtin:chat"
-tags = ["translation", "languages", "localization", "multilingual", "communication", "i18n"]
+tags = [
+  "translation",
+  "languages",
+  "localization",
+  "multilingual",
+  "communication",
+  "i18n",
+]
 
 [metadata.routing]
-aliases = ["translate document", "translation task", "localize content", "language translation", "i18n review"]
+aliases = [
+  "translate document",
+  "translation task",
+  "localize content",
+  "language translation",
+  "i18n review",
+]
 weak_aliases = ["translation", "localization", "multilingual", "translate"]
 
 [model]
@@ -63,7 +76,14 @@ max_llm_tokens_per_hour = 200000
 max_concurrent_tools = 5
 
 [capabilities]
-tools = ["file_read", "file_write", "file_list", "memory_store", "memory_recall", "web_fetch"]
+tools = [
+  "file_read",
+  "file_write",
+  "file_list",
+  "memory_store",
+  "memory_recall",
+  "web_fetch",
+]
 network = ["*"]
 memory_read = ["*"]
 memory_write = ["self.*", "shared.*"]

agents/travel-planner/agent.toml

@@ -6,7 +6,13 @@ module = "builtin:chat"
 tags = ["travel", "planning", "itinerary", "booking", "logistics", "vacation"]
 
 [metadata.routing]
-aliases = ["trip itinerary", "travel plan", "vacation planning", "booking research", "travel logistics"]
+aliases = [
+  "trip itinerary",
+  "travel plan",
+  "vacation planning",
+  "booking research",
+  "travel logistics",
+]
 weak_aliases = ["itinerary", "travel", "vacation", "hotel", "flight"]
 
 [model]
@@ -63,7 +69,21 @@ max_llm_tokens_per_hour = 150000
 max_concurrent_tools = 5
 
 [capabilities]
-tools = ["file_read", "file_write", "file_list", "memory_store", "memory_recall", "web_search", "web_fetch", "browser_navigate", "browser_click", "browser_type", "browser_read_page", "browser_screenshot", "browser_close"]
+tools = [
+  "file_read",
+  "file_write",
+  "file_list",
+  "memory_store",
+  "memory_recall",
+  "web_search",
+  "web_fetch",
+  "browser_navigate",
+  "browser_click",
+  "browser_type",
+  "browser_read_page",
+  "browser_screenshot",
+  "browser_close",
+]
 network = ["*"]
 memory_read = ["*"]
 memory_write = ["self.*", "shared.*"]

agents/tutor/agent.toml

@@ -3,10 +3,23 @@ version = "0.4.3-beta3-20260314"
 description = "Teaching and explanation agent for learning, tutoring, and educational content creation."
 author = "librefang"
 module = "builtin:chat"
-tags = ["education", "teaching", "tutoring", "learning", "explanation", "knowledge"]
+tags = [
+  "education",
+  "teaching",
+  "tutoring",
+  "learning",
+  "explanation",
+  "knowledge",
+]
 
 [metadata.routing]
-aliases = ["teach me", "explain this concept", "tutoring session", "study plan", "learning support"]
+aliases = [
+  "teach me",
+  "explain this concept",
+  "tutoring session",
+  "study plan",
+  "learning support",
+]
 weak_aliases = ["tutoring", "teaching", "learn", "explanation"]
 
 [model]
@@ -64,7 +77,15 @@ max_llm_tokens_per_hour = 200000
 max_concurrent_tools = 5
 
 [capabilities]
-tools = ["file_read", "file_write", "file_list", "memory_store", "memory_recall", "shell_exec", "web_fetch"]
+tools = [
+  "file_read",
+  "file_write",
+  "file_list",
+  "memory_store",
+  "memory_recall",
+  "shell_exec",
+  "web_fetch",
+]
 network = ["*"]
 memory_read = ["*"]
 memory_write = ["self.*", "shared.*"]

agents/writer/agent.toml

@@ -5,7 +5,13 @@ author = "librefang"
 module = "builtin:chat"
 
 [metadata.routing]
-aliases = ["write article", "draft content", "write blog post", "content writing", "marketing copy"]
+aliases = [
+  "write article",
+  "draft content",
+  "write blog post",
+  "content writing",
+  "marketing copy",
+]
 weak_aliases = ["writing", "article", "copywriting", "draft"]
 
 [model]
@@ -42,7 +48,15 @@ api_key_env = "GEMINI_API_KEY"
 max_llm_tokens_per_hour = 100000
 
 [capabilities]
-tools = ["file_read", "file_write", "file_list", "web_search", "web_fetch", "memory_store", "memory_recall"]
+tools = [
+  "file_read",
+  "file_write",
+  "file_list",
+  "web_search",
+  "web_fetch",
+  "memory_store",
+  "memory_recall",
+]
 network = ["*"]
 memory_read = ["*"]
 memory_write = ["self.*"]

hands/analytics/HAND.toml

@@ -3,11 +3,41 @@ name = "Analytics Hand"
 description = "Autonomous data analytics agent — data collection, analysis, visualization, dashboards, and automated reporting"
 category = "data"
 icon = "📈"
-tools = ["shell_exec", "file_read", "file_write", "file_list", "web_fetch", "web_search", "memory_store", "memory_recall", "schedule_create", "schedule_list", "schedule_delete", "knowledge_add_entity", "knowledge_add_relation", "knowledge_query", "event_publish"]
+tools = [
+  "shell_exec",
+  "file_read",
+  "file_write",
+  "file_list",
+  "web_fetch",
+  "web_search",
+  "memory_store",
+  "memory_recall",
+  "schedule_create",
+  "schedule_list",
+  "schedule_delete",
+  "knowledge_add_entity",
+  "knowledge_add_relation",
+  "knowledge_query",
+  "event_publish",
+]
 
 [routing]
-aliases = ["data analysis", "data visualization", "dashboard", "automated report", "statistical analysis"]
+aliases = [
-weak_aliases = ["visualization", "chart", "histogram", "csv analysis", "excel analysis", "data pipeline", "etl"]
+  "data analysis",
+  "data visualization",
+  "dashboard",
+  "automated report",
+  "statistical analysis",
+]
+weak_aliases = [
+  "visualization",
+  "chart",
+  "histogram",
+  "csv analysis",
+  "excel analysis",
+  "data pipeline",
+  "etl",
+]
 
 [[requires]]
 key = "python3"

hands/apitester/HAND.toml

@@ -4,11 +4,39 @@ description = "Autonomous API testing agent — endpoint discovery, request vali
 category = "development"
 icon = "🔌"
 
-tools = ["shell_exec", "file_read", "file_write", "file_list", "web_fetch", "web_search", "memory_store", "memory_recall", "schedule_create", "schedule_list", "schedule_delete", "knowledge_add_entity", "knowledge_add_relation", "knowledge_query", "event_publish"]
+tools = [
+  "shell_exec",
+  "file_read",
+  "file_write",
+  "file_list",
+  "web_fetch",
+  "web_search",
+  "memory_store",
+  "memory_recall",
+  "schedule_create",
+  "schedule_list",
+  "schedule_delete",
+  "knowledge_add_entity",
+  "knowledge_add_relation",
+  "knowledge_query",
+  "event_publish",
+]
 
 [routing]
-aliases = ["api test", "endpoint test", "load test", "regression test", "api discovery"]
+aliases = [
-weak_aliases = ["api debug", "request validation", "swagger", "openapi", "postman"]
+  "api test",
+  "endpoint test",
+  "load test",
+  "regression test",
+  "api discovery",
+]
+weak_aliases = [
+  "api debug",
+  "request validation",
+  "swagger",
+  "openapi",
+  "postman",
+]
 
 # ─── Configurable settings ───────────────────────────────────────────────────
 

hands/browser/HAND.toml

@@ -5,17 +5,35 @@ category = "productivity"
 icon = "🌐"
 
 tools = [
-    "browser_navigate", "browser_click", "browser_type",
+  "browser_navigate",
-    "browser_screenshot", "browser_read_page", "browser_close",
+  "browser_click",
-    "web_search", "web_fetch",
+  "browser_type",
-    "memory_store", "memory_recall",
+  "browser_screenshot",
-    "knowledge_add_entity", "knowledge_add_relation", "knowledge_query",
+  "browser_read_page",
-    "schedule_create", "schedule_list", "schedule_delete",
+  "browser_close",
-    "file_write", "file_read",
+  "web_search",
+  "web_fetch",
+  "memory_store",
+  "memory_recall",
+  "knowledge_add_entity",
+  "knowledge_add_relation",
+  "knowledge_query",
+  "schedule_create",
+  "schedule_list",
+  "schedule_delete",
+  "file_write",
+  "file_read",
 ]
 
 [routing]
-aliases = ["open website", "navigate to", "fill form", "click button", "web login", "browser automation"]
+aliases = [
+  "open website",
+  "navigate to",
+  "fill form",
+  "click button",
+  "web login",
+  "browser automation",
+]
 weak_aliases = ["web page", "submit form", "web task"]
 
 [[requires]]

hands/clip/HAND.toml

@@ -3,10 +3,24 @@ name = "Clip Hand"
 description = "Turns long-form video into viral short clips with captions and thumbnails"
 category = "content"
 icon = "\U0001F3AC"
-tools = ["shell_exec", "file_read", "file_write", "file_list", "web_fetch", "memory_store", "memory_recall"]
+tools = [
+  "shell_exec",
+  "file_read",
+  "file_write",
+  "file_list",
+  "web_fetch",
+  "memory_store",
+  "memory_recall",
+]
 
 [routing]
-aliases = ["clip video", "video transcription", "subtitle extraction", "download video", "short clip"]
+aliases = [
+  "clip video",
+  "video transcription",
+  "subtitle extraction",
+  "download video",
+  "short clip",
+]
 weak_aliases = ["video editing", "captions", "thumbnails"]
 
 [[requires]]

hands/collector/HAND.toml

@@ -4,10 +4,32 @@ description = "Autonomous intelligence collector — monitors any target continu
 category = "data"
 icon = "🔍"
 
-tools = ["shell_exec", "file_read", "file_write", "file_list", "web_fetch", "web_search", "memory_store", "memory_recall", "schedule_create", "schedule_list", "schedule_delete", "knowledge_add_entity", "knowledge_add_relation", "knowledge_query", "event_publish"]
+tools = [
+  "shell_exec",
+  "file_read",
+  "file_write",
+  "file_list",
+  "web_fetch",
+  "web_search",
+  "memory_store",
+  "memory_recall",
+  "schedule_create",
+  "schedule_list",
+  "schedule_delete",
+  "knowledge_add_entity",
+  "knowledge_add_relation",
+  "knowledge_query",
+  "event_publish",
+]
 
 [routing]
-aliases = ["monitor changes", "track updates", "collect intelligence", "osint", "change detection"]
+aliases = [
+  "monitor changes",
+  "track updates",
+  "collect intelligence",
+  "osint",
+  "change detection",
+]
 weak_aliases = ["watch", "signals", "continuous monitoring"]
 
 # ─── Configurable settings ───────────────────────────────────────────────────

hands/devops/HAND.toml

@@ -4,11 +4,41 @@ description = "Autonomous DevOps engineer — CI/CD management, infrastructure m
 category = "development"
 icon = "👷"
 
-tools = ["shell_exec", "file_read", "file_write", "file_list", "web_fetch", "web_search", "memory_store", "memory_recall", "schedule_create", "schedule_list", "schedule_delete", "knowledge_add_entity", "knowledge_add_relation", "knowledge_query", "event_publish"]
+tools = [
+  "shell_exec",
+  "file_read",
+  "file_write",
+  "file_list",
+  "web_fetch",
+  "web_search",
+  "memory_store",
+  "memory_recall",
+  "schedule_create",
+  "schedule_list",
+  "schedule_delete",
+  "knowledge_add_entity",
+  "knowledge_add_relation",
+  "knowledge_query",
+  "event_publish",
+]
 
 [routing]
-aliases = ["ci/cd", "pipeline", "github actions", "infrastructure monitoring", "deployment automation", "incident response"]
+aliases = [
-weak_aliases = ["deploy", "kubernetes", "docker", "container", "terraform", "helm"]
+  "ci/cd",
+  "pipeline",
+  "github actions",
+  "infrastructure monitoring",
+  "deployment automation",
+  "incident response",
+]
+weak_aliases = [
+  "deploy",
+  "kubernetes",
+  "docker",
+  "container",
+  "terraform",
+  "helm",
+]
 
 # ─── Configurable settings ───────────────────────────────────────────────────
 

hands/lead/HAND.toml

@@ -4,10 +4,30 @@ description = "Autonomous lead generation — discovers, enriches, and delivers
 category = "data"
 icon = "📊"
 
-tools = ["shell_exec", "file_read", "file_write", "file_list", "web_fetch", "web_search", "memory_store", "memory_recall", "schedule_create", "schedule_list", "schedule_delete", "knowledge_add_entity", "knowledge_add_relation", "knowledge_query"]
+tools = [
+  "shell_exec",
+  "file_read",
+  "file_write",
+  "file_list",
+  "web_fetch",
+  "web_search",
+  "memory_store",
+  "memory_recall",
+  "schedule_create",
+  "schedule_list",
+  "schedule_delete",
+  "knowledge_add_entity",
+  "knowledge_add_relation",
+  "knowledge_query",
+]
 
 [routing]
-aliases = ["lead generation", "prospect list", "find customers", "contact enrichment"]
+aliases = [
+  "lead generation",
+  "prospect list",
+  "find customers",
+  "contact enrichment",
+]
 weak_aliases = ["sales", "outreach", "company list"]
 
 # ─── Configurable settings ───────────────────────────────────────────────────

hands/linkedin/HAND.toml

@@ -3,7 +3,23 @@ name = "LinkedIn Hand"
 description = "Autonomous LinkedIn manager — profile optimization, content creation, networking, and professional engagement"
 category = "communication"
 icon = "\U0001F4BC"
-tools = ["shell_exec", "file_read", "file_write", "file_list", "web_fetch", "web_search", "memory_store", "memory_recall", "schedule_create", "schedule_list", "schedule_delete", "knowledge_add_entity", "knowledge_add_relation", "knowledge_query", "event_publish"]
+tools = [
+  "shell_exec",
+  "file_read",
+  "file_write",
+  "file_list",
+  "web_fetch",
+  "web_search",
+  "memory_store",
+  "memory_recall",
+  "schedule_create",
+  "schedule_list",
+  "schedule_delete",
+  "knowledge_add_entity",
+  "knowledge_add_relation",
+  "knowledge_query",
+  "event_publish",
+]
 
 [routing]
 aliases = ["linkedin", "profile optimization", "professional networking"]
@@ -22,12 +38,12 @@ docs_url = "https://learn.microsoft.com/en-us/linkedin/shared/authentication/aut
 env_example = "LINKEDIN_ACCESS_TOKEN=your_access_token_here"
 estimated_time = "10-15 min"
 steps = [
-    "Go to linkedin.com/developers/apps and sign in",
+  "Go to linkedin.com/developers/apps and sign in",
-    "Create a new app (requires a LinkedIn Page for verification)",
+  "Create a new app (requires a LinkedIn Page for verification)",
-    "Request the w_member_social, profile, and openid OAuth scopes",
+  "Request the w_member_social, profile, and openid OAuth scopes",
-    "Complete OAuth 2.0 authorization code flow to obtain an access token",
+  "Complete OAuth 2.0 authorization code flow to obtain an access token",
-    "Set LINKEDIN_ACCESS_TOKEN as an environment variable",
+  "Set LINKEDIN_ACCESS_TOKEN as an environment variable",
-    "Restart LibreFang or reload config for the change to take effect",
+  "Restart LibreFang or reload config for the change to take effect",
 ]
 
 # ─── Configurable settings ───────────────────────────────────────────────────

hands/predictor/HAND.toml

@@ -4,10 +4,31 @@ description = "Autonomous future predictor — collects signals, builds reasonin
 category = "data"
 icon = "🔮"
 
-tools = ["shell_exec", "file_read", "file_write", "file_list", "web_fetch", "web_search", "memory_store", "memory_recall", "schedule_create", "schedule_list", "schedule_delete", "knowledge_add_entity", "knowledge_add_relation", "knowledge_query"]
+tools = [
+  "shell_exec",
+  "file_read",
+  "file_write",
+  "file_list",
+  "web_fetch",
+  "web_search",
+  "memory_store",
+  "memory_recall",
+  "schedule_create",
+  "schedule_list",
+  "schedule_delete",
+  "knowledge_add_entity",
+  "knowledge_add_relation",
+  "knowledge_query",
+]
 
 [routing]
-aliases = ["predict", "forecast", "probability", "likelihood", "scenario analysis"]
+aliases = [
+  "predict",
+  "forecast",
+  "probability",
+  "likelihood",
+  "scenario analysis",
+]
 weak_aliases = ["trend analysis", "calibration"]
 
 # ─── Configurable settings ───────────────────────────────────────────────────

hands/reddit/HAND.toml

@@ -3,7 +3,23 @@ name = "Reddit Hand"
 description = "Autonomous Reddit manager — monitors subreddits, posts content, replies to threads, and tracks karma and engagement"
 category = "communication"
 icon = "\U0001F4E2"
-tools = ["shell_exec", "file_read", "file_write", "file_list", "web_fetch", "web_search", "memory_store", "memory_recall", "schedule_create", "schedule_list", "schedule_delete", "knowledge_add_entity", "knowledge_add_relation", "knowledge_query", "event_publish"]
+tools = [
+  "shell_exec",
+  "file_read",
+  "file_write",
+  "file_list",
+  "web_fetch",
+  "web_search",
+  "memory_store",
+  "memory_recall",
+  "schedule_create",
+  "schedule_list",
+  "schedule_delete",
+  "knowledge_add_entity",
+  "knowledge_add_relation",
+  "knowledge_query",
+  "event_publish",
+]
 
 [routing]
 aliases = ["reddit", "subreddit", "reddit post", "reddit monitor"]
@@ -22,13 +38,13 @@ docs_url = "https://www.reddit.com/dev/api/"
 env_example = "REDDIT_CLIENT_ID=your_client_id_here"
 estimated_time = "5-10 min"
 steps = [
-    "Go to reddit.com/prefs/apps and sign in",
+  "Go to reddit.com/prefs/apps and sign in",
-    "Click 'create another app...' at the bottom",
+  "Click 'create another app...' at the bottom",
-    "Select 'script' as the app type",
+  "Select 'script' as the app type",
-    "Fill in name and redirect URI (http://localhost:8080)",
+  "Fill in name and redirect URI (http://localhost:8080)",
-    "Copy the client ID (under the app name) and secret",
+  "Copy the client ID (under the app name) and secret",
-    "Set REDDIT_CLIENT_ID, REDDIT_CLIENT_SECRET, REDDIT_USERNAME, and REDDIT_PASSWORD as environment variables",
+  "Set REDDIT_CLIENT_ID, REDDIT_CLIENT_SECRET, REDDIT_USERNAME, and REDDIT_PASSWORD as environment variables",
-    "Restart LibreFang or reload config for the change to take effect",
+  "Restart LibreFang or reload config for the change to take effect",
 ]
 
 [[requires]]
@@ -44,13 +60,13 @@ docs_url = "https://www.reddit.com/dev/api/"
 env_example = "REDDIT_CLIENT_SECRET=your_client_secret_here"
 estimated_time = "5-10 min"
 steps = [
-    "Go to reddit.com/prefs/apps and sign in",
+  "Go to reddit.com/prefs/apps and sign in",
-    "Click 'create another app...' at the bottom",
+  "Click 'create another app...' at the bottom",
-    "Select 'script' as the app type",
+  "Select 'script' as the app type",
-    "Fill in name and redirect URI (http://localhost:8080)",
+  "Fill in name and redirect URI (http://localhost:8080)",
-    "Copy the secret shown below the app description",
+  "Copy the secret shown below the app description",
-    "Set REDDIT_CLIENT_SECRET as an environment variable",
+  "Set REDDIT_CLIENT_SECRET as an environment variable",
-    "Restart LibreFang or reload config for the change to take effect",
+  "Restart LibreFang or reload config for the change to take effect",
 ]
 
 [[requires]]
@@ -66,9 +82,9 @@ docs_url = "https://www.reddit.com/dev/api/"
 env_example = "REDDIT_USERNAME=your_reddit_username"
 estimated_time = "1-2 min"
 steps = [
-    "Use the Reddit account username you want the hand to act as",
+  "Use the Reddit account username you want the hand to act as",
-    "Set REDDIT_USERNAME as an environment variable",
+  "Set REDDIT_USERNAME as an environment variable",
-    "Restart LibreFang or reload config for the change to take effect",
+  "Restart LibreFang or reload config for the change to take effect",
 ]
 
 [[requires]]
@@ -84,9 +100,9 @@ docs_url = "https://www.reddit.com/dev/api/"
 env_example = "REDDIT_PASSWORD=your_reddit_password"
 estimated_time = "1-2 min"
 steps = [
-    "Use the password for the Reddit account configured in REDDIT_USERNAME",
+  "Use the password for the Reddit account configured in REDDIT_USERNAME",
-    "Set REDDIT_PASSWORD as an environment variable",
+  "Set REDDIT_PASSWORD as an environment variable",
-    "Restart LibreFang or reload config for the change to take effect",
+  "Restart LibreFang or reload config for the change to take effect",
 ]
 
 # ─── Configurable settings ───────────────────────────────────────────────────

hands/researcher/HAND.toml

@@ -4,10 +4,31 @@ description = "Autonomous deep researcher — exhaustive investigation, cross-re
 category = "productivity"
 icon = "🧪"
 
-tools = ["shell_exec", "file_read", "file_write", "file_list", "web_fetch", "web_search", "memory_store", "memory_recall", "schedule_create", "schedule_list", "schedule_delete", "knowledge_add_entity", "knowledge_add_relation", "knowledge_query", "event_publish"]
+tools = [
+  "shell_exec",
+  "file_read",
+  "file_write",
+  "file_list",
+  "web_fetch",
+  "web_search",
+  "memory_store",
+  "memory_recall",
+  "schedule_create",
+  "schedule_list",
+  "schedule_delete",
+  "knowledge_add_entity",
+  "knowledge_add_relation",
+  "knowledge_query",
+  "event_publish",
+]
 
 [routing]
-aliases = ["deep research", "systematic review", "landscape analysis", "exhaustive investigation"]
+aliases = [
+  "deep research",
+  "systematic review",
+  "landscape analysis",
+  "exhaustive investigation",
+]
 weak_aliases = ["research", "fact check", "cross reference"]
 
 # ─── Configurable settings ───────────────────────────────────────────────────

hands/strategist/HAND.toml

@@ -4,10 +4,31 @@ description = "Autonomous strategy analyst — market research, competitive anal
 category = "productivity"
 icon = "🎯"
 
-tools = ["shell_exec", "file_read", "file_write", "file_list", "web_fetch", "web_search", "memory_store", "memory_recall", "schedule_create", "schedule_list", "schedule_delete", "knowledge_add_entity", "knowledge_add_relation", "knowledge_query", "event_publish"]
+tools = [
+  "shell_exec",
+  "file_read",
+  "file_write",
+  "file_list",
+  "web_fetch",
+  "web_search",
+  "memory_store",
+  "memory_recall",
+  "schedule_create",
+  "schedule_list",
+  "schedule_delete",
+  "knowledge_add_entity",
+  "knowledge_add_relation",
+  "knowledge_query",
+  "event_publish",
+]
 
 [routing]
-aliases = ["strategic analysis", "competitive analysis", "business plan", "market research"]
+aliases = [
+  "strategic analysis",
+  "competitive analysis",
+  "business plan",
+  "market research",
+]
 weak_aliases = ["swot", "industry report", "competitive landscape"]
 
 # ─── Configurable settings ───────────────────────────────────────────────────

hands/trader/HAND.toml

@@ -4,10 +4,32 @@ description = "Autonomous market intelligence and trading engine — multi-signa
 category = "data"
 icon = "📈"
 
-tools = ["shell_exec", "file_read", "file_write", "file_list", "web_fetch", "web_search", "memory_store", "memory_recall", "schedule_create", "schedule_list", "schedule_delete", "knowledge_add_entity", "knowledge_add_relation", "knowledge_query", "event_publish"]
+tools = [
+  "shell_exec",
+  "file_read",
+  "file_write",
+  "file_list",
+  "web_fetch",
+  "web_search",
+  "memory_store",
+  "memory_recall",
+  "schedule_create",
+  "schedule_list",
+  "schedule_delete",
+  "knowledge_add_entity",
+  "knowledge_add_relation",
+  "knowledge_query",
+  "event_publish",
+]
 
 [routing]
-aliases = ["trade", "portfolio", "market analysis", "paper trade", "stock trading"]
+aliases = [
+  "trade",
+  "portfolio",
+  "market analysis",
+  "paper trade",
+  "stock trading",
+]
 weak_aliases = ["market signal", "technical analysis", "position sizing"]
 
 # ─── Configurable settings ───────────────────────────────────────────────────

hands/twitter/HAND.toml

@@ -3,7 +3,23 @@ name = "Twitter Hand"
 description = "Autonomous Twitter/X manager — content creation, scheduled posting, engagement, and performance tracking"
 category = "communication"
 icon = "\U0001D54F"
-tools = ["shell_exec", "file_read", "file_write", "file_list", "web_fetch", "web_search", "memory_store", "memory_recall", "schedule_create", "schedule_list", "schedule_delete", "knowledge_add_entity", "knowledge_add_relation", "knowledge_query", "event_publish"]
+tools = [
+  "shell_exec",
+  "file_read",
+  "file_write",
+  "file_list",
+  "web_fetch",
+  "web_search",
+  "memory_store",
+  "memory_recall",
+  "schedule_create",
+  "schedule_list",
+  "schedule_delete",
+  "knowledge_add_entity",
+  "knowledge_add_relation",
+  "knowledge_query",
+  "event_publish",
+]
 
 [routing]
 aliases = ["twitter", "tweet", "x.com", "scheduled tweet"]
@@ -22,12 +38,12 @@ docs_url = "https://developer.twitter.com/en/docs/authentication/oauth-2-0/beare
 env_example = "TWITTER_BEARER_TOKEN=AAAA...your_token_here"
 estimated_time = "5-10 min"
 steps = [
-    "Go to developer.twitter.com and sign in with your Twitter/X account",
+  "Go to developer.twitter.com and sign in with your Twitter/X account",
-    "Create a new Project and App (free tier is fine for reading)",
+  "Create a new Project and App (free tier is fine for reading)",
-    "Navigate to your App's 'Keys and tokens' page",
+  "Navigate to your App's 'Keys and tokens' page",
-    "Generate a Bearer Token under 'Authentication Tokens'",
+  "Generate a Bearer Token under 'Authentication Tokens'",
-    "Copy the token and set it as an environment variable",
+  "Copy the token and set it as an environment variable",
-    "Restart LibreFang or reload config for the change to take effect",
+  "Restart LibreFang or reload config for the change to take effect",
 ]
 
 # ─── Configurable settings ───────────────────────────────────────────────────

providers/groq.toml

@@ -137,4 +137,3 @@ supports_tools = true
 supports_vision = true
 supports_streaming = true
 aliases = []
-

schema.toml

@@ -8,30 +8,30 @@
 # ═══════════════════════════════════════════════════════════════════════════════
 
 [provider]
-id = "provider-id"                     # Required: unique provider identifier (lowercase, hyphenated)
+id = "provider-id"                   # Required: unique provider identifier (lowercase, hyphenated)
-display_name = "Provider Name"         # Required: human-readable display name
+display_name = "Provider Name"       # Required: human-readable display name
-api_key_env = "PROVIDER_API_KEY"       # Required: environment variable name for the API key
+api_key_env = "PROVIDER_API_KEY"     # Required: environment variable name for the API key
-base_url = "https://api.example.com"   # Required: default API base URL
+base_url = "https://api.example.com" # Required: default API base URL
-key_required = true                    # Required: whether an API key is needed (false for local providers)
+key_required = true                  # Required: whether an API key is needed (false for local providers)
 
 [[models]]
-id = "model-id"                        # Required: unique model identifier (API model ID)
+id = "model-id"             # Required: unique model identifier (API model ID)
-display_name = "Human Name"            # Required: human-readable display name
+display_name = "Human Name" # Required: human-readable display name
-tier = "smart"                         # Required: one of "frontier", "smart", "balanced", "fast", "local"
+tier = "smart"              # Required: one of "frontier", "smart", "balanced", "fast", "local"
-                                       #   frontier — cutting-edge, most capable (e.g. Claude Opus, GPT-4.1)
+#   frontier — cutting-edge, most capable (e.g. Claude Opus, GPT-4.1)
-                                       #   smart    — smart, cost-effective (e.g. Claude Sonnet, Gemini 2.5 Flash)
+#   smart    — smart, cost-effective (e.g. Claude Sonnet, Gemini 2.5 Flash)
-                                       #   balanced — balanced speed/cost
+#   balanced — balanced speed/cost
-                                       #   fast     — fastest, cheapest for simple tasks
+#   fast     — fastest, cheapest for simple tasks
-                                       #   local    — local models (Ollama, vLLM, LM Studio)
+#   local    — local models (Ollama, vLLM, LM Studio)
-context_window = 128000                # Required: maximum input tokens
+context_window = 128000        # Required: maximum input tokens
-max_output_tokens = 16384              # Required: maximum output tokens
+max_output_tokens = 16384      # Required: maximum output tokens
-input_cost_per_m = 2.50                # Required: USD per million input tokens (0.0 for free/local)
+input_cost_per_m = 2.50        # Required: USD per million input tokens (0.0 for free/local)
-output_cost_per_m = 10.0               # Required: USD per million output tokens (0.0 for free/local)
+output_cost_per_m = 10.0       # Required: USD per million output tokens (0.0 for free/local)
-last_verified = "2025-03-15"           # Optional: ISO date when pricing was last verified against official sources
+last_verified = "2025-03-15"   # Optional: ISO date when pricing was last verified against official sources
-supports_tools = true                  # Optional: tool/function calling support (default: false)
+supports_tools = true          # Optional: tool/function calling support (default: false)
-supports_vision = true                 # Optional: vision/image input support (default: false)
+supports_vision = true         # Optional: vision/image input support (default: false)
-supports_streaming = true              # Optional: streaming response support (default: true)
+supports_streaming = true      # Optional: streaming response support (default: true)
-aliases = ["alias1", "alias2"]         # Optional: alternative names for this model
+aliases = ["alias1", "alias2"] # Optional: alternative names for this model
 
 # ═══════════════════════════════════════════════════════════════════════════════
 # AGENT SCHEMA (agents/<name>/agent.toml)

templates/HAND.toml

@@ -1,9 +1,16 @@
 id = "{{NAME}}"
 name = "TODO: Display Name"
 description = "TODO: One-sentence description of what this hand does."
-category = "productivity"  # communication | content | data | development | devops | finance | productivity | research | social
+category = "productivity" # communication | content | data | development | devops | finance | productivity | research | social
 icon = "TODO"
-tools = ["shell_exec", "file_read", "file_write", "file_list", "memory_store", "memory_recall"]
+tools = [
+  "shell_exec",
+  "file_read",
+  "file_write",
+  "file_list",
+  "memory_store",
+  "memory_recall",
+]
 
 [routing]
 aliases = ["TODO: activation phrases"]
@@ -28,6 +35,6 @@ Define:
 """
 
 [metadata]
-frequency = "on-demand"  # continuous | on-demand | scheduled
+frequency = "on-demand"      # continuous | on-demand | scheduled
-token_consumption = "medium"  # low | medium | high
+token_consumption = "medium" # low | medium | high
 default_active = true

templates/integration.toml

@@ -1,7 +1,7 @@
 id = "{{NAME}}"
 name = "TODO: Service Display Name"
 description = "TODO: One-sentence description of this integration."
-category = "devtools"  # devtools | communication | storage | monitoring | data | productivity
+category = "devtools"                                               # devtools | communication | storage | monitoring | data | productivity
 icon = "TODO"
 tags = ["TODO"]
 

templates/provider.toml

@@ -11,7 +11,7 @@ key_required = true
 [[models]]
 id = "TODO-model-id"
 display_name = "TODO: Model Display Name"
-tier = "balanced"  # frontier | smart | balanced | fast | local
+tier = "balanced"                         # frontier | smart | balanced | fast | local
 context_window = 128000
 max_output_tokens = 4096
 input_cost_per_m = 0.0