All 32 agent manifests and 17 hands shipped with empty mcp_servers /
skills lists, which the kernel interprets as "no filter" — every
globally-configured MCP server's tools and every installed skill get
injected into the prompt on every LLM call. On a typical instance (9
MCP servers, ~85 MCP tools + ~82 built-in tools) that's ~50k input
tokens per turn spent on definitions the agent never uses.
Changes
-------
32 agents/*/agent.toml:
- mcp_servers: 1-4 per agent. memory wherever state persists across
turns; fetch / exa-search / brave-search only where the prompt
actually calls for web; git / github / filesystem on engineering
agents; gmail / google-calendar / linear / jira on productivity
agents whose prompts mention them.
- skills: per-role allowlist driven by what the system_prompt names
(e.g. coder → rust/python/typescript/git/shell-scripting; devops-
lead → docker/kubernetes/terraform/ansible/ci-cd/helm/prometheus/
sysadmin). Generalists (assistant) keep skills = [] (see "Open
items" below).
- skills_disabled = true on the four short-conversational agents
(hello-world, recipe-assistant, health-tracker, home-automation).
Their system prompts never instruct the LLM to consult any skill,
so loading all 60 was pure waste. They also drop the explicit
max_history_messages override and inherit the kernel default (60).
- max_history_messages tiered by workload shape:
60 short conversational (hello-world, recipe, health-tracker,
home-automation) — inherits the rising kernel default
(`DEFAULT_MAX_HISTORY_MESSAGES = 60`); no override needed.
60 single-turn task agents (writer, translator, doc-writer,
email-assistant, customer-support, sales-assistant, recruit-
er, social-media, personal-finance, tutor, travel-planner,
meeting-assistant, ops, devops-lead, planner) — explicit
override at the same value to lock the cap if the kernel
default moves again.
80 multi-step / tool-heavy (coder, debugger, architect, code-
reviewer, test-engineer, security-auditor, analyst, data-
scientist, academic-researcher, researcher, legal-assistant)
120 coordinators (assistant, orchestrator) — long multi-agent
sessions where prompt-cache continuity is critical
All values sit at or above the kernel default. Pinning lower
would thrash the prompt cache (the failure mode #91 fixed for
the creator hand by *raising* the cap, not lowering it).
17 hands/*/HAND.toml:
- hand-level mcp_servers / skills now declared on every hand, so
every [agents.*] inside inherits a sensible allowlist.
- skills_disabled = true placed on each [agents.*] inside clip and
creator (pure media pipelines that don't benefit from any skill).
HandDefinitionRaw in librefang-hands does NOT have a top-level
skills_disabled field — declaring it at the hand top level would
be silently dropped by serde, so the setting must live on the
AgentManifest of each sub-agent role.
- devteam: expand existing mcp_servers = ["github"] to include
memory / git / filesystem; populate skills with the expected
dev-team expertise (replacing the placeholder skills = []).
- wiki: replace placeholder mcp_servers = [] with [memory, fetch,
filesystem]. Hand-level skills stays [].
- lead: hand-level skills was originally [email-writer, writing-
coach, interview-prep]; interview-prep is for job-interview
preparation, not lead generation. Replaced with data-analyst
(used by the qualification-scoring step in the prompt).
schema.toml: register mcp_servers / skills / max_history_messages on
the agent field schema so machine consumers (RegistrySchema in
librefang-types) see the new top-level fields. The
max_history_messages description now points at
librefang_runtime::agent_loop::DEFAULT_MAX_HISTORY_MESSAGES (60
today) by name, so the schema doesn't go stale when the constant
moves again.
agents/README.md: example block + "Adding a New Agent" checklist
mention the allowlists; max_history_messages example is shown
commented out with a prompt-cache caveat.
Open items
----------
`assistant` (the default user-facing agent) keeps `skills = []`
deliberately. It is the generalist entry point — capping its skill
surface at a small allowlist would defeat its "delegate to any
specialist" job. The trade-off is that this single agent still pays
the full skill-definition load on every turn; operators who want a
strict allowlist for `assistant` can override it after install.
Why not adopt PR #89's approach
-------------------------------
#89 covers similar ground but with three issues this PR avoids:
1. mcp_servers = ["_none"] sentinel. #89's body explicitly notes
it's pending upstream librefang#4808 (mcp_disabled). Shipping a
magic-string today means coming back later to clean it up. This
PR uses real allowlists.
2. max_history_messages = 8 / 12 / 15 / 20. Far below today's
kernel default (60) and #91's direction for long-workflow hands
(80–120). Every turn that hits the cap invalidates the cached
prompt prefix; the cost of cache misses exceeds the saving from
shorter history. This PR uses 60–120.
3. Doubling max_llm_tokens_per_hour (coder 200k→500k, assistant
300k→500k) widens the per-agent budget — the opposite direction
from #87's "reduce per-call cost" goal. Left to the operator's
instance-specific tuning.
Refs librefang/librefang-registry#87, librefang/librefang-registry#89
This commit is contained in:
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-3
@@ -26,6 +26,17 @@ description = "Expert software engineer. Reads, writes, and analyzes code."
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author = "librefang"
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module = "builtin:chat" # runtime module — builtin:chat for all current agents
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# Resource allowlists — keep these small. The kernel injects every entry's
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# tools/skills into the agent's prompt on every LLM call, so an empty list
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# (the default "all available" semantics) on an instance with many MCP
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# servers and skills can burn 30-60k tokens per turn on definitions the
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# agent never uses.
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mcp_servers = ["memory", "git", "github", "filesystem"] # [] = all available
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skills = ["rust-expert", "python-expert", "git-expert"] # [] = all available
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# max_history_messages = 60 # OPT-IN override; omit to inherit kernel default
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# (default rises with the kernel; setting too low
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# thrashes the prompt cache — measure before pinning)
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[metadata.routing]
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aliases = ["write code", "fix bug", "implement feature"] # exact activation phrases
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weak_aliases = ["refactor", "patch", "code change"] # keyword hints
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@@ -171,8 +182,9 @@ Agents can also be used as base templates in a Hand by setting `base = "coder"`
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2. Set `module = "builtin:chat"` unless you have a custom runtime module.
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3. Write a focused `system_prompt` — clear role definition, methodology, and constraints.
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4. Declare only the tools and capabilities the agent actually needs.
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5. Add `[metadata.routing]` aliases so the router can activate the agent by intent.
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6. Run `python scripts/validate.py`.
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7. Submit a PR.
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5. Set `mcp_servers` and `skills` to the minimum the prompt actually references — leaving them empty falls back to "all available", which on a populated instance bloats every LLM call with tool definitions the agent never uses.
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6. Add `[metadata.routing]` aliases so the router can activate the agent by intent.
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7. Run `python scripts/validate.py`.
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8. Submit a PR.
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See [CONTRIBUTING.md](../CONTRIBUTING.md) for the full guide.
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@@ -5,6 +5,14 @@ author = "librefang"
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module = "builtin:chat"
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tags = ["research", "academic", "papers", "literature-review", "science"]
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# Per-agent resource allowlists (refs librefang/librefang-registry#87).
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# Empty list = all available; explicit list filters the prompt surface
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# so the LLM only sees what this agent actually uses.
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mcp_servers = ["memory", "fetch", "exa-search", "brave-search"]
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skills = ["technical-writer", "writing-coach", "pdf-reader"]
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max_history_messages = 80
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[metadata.routing]
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aliases = [
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"academic research",
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@@ -4,6 +4,14 @@ description = "Data analyst. Processes data, generates insights, creates reports
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author = "librefang"
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module = "builtin:chat"
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# Per-agent resource allowlists (refs librefang/librefang-registry#87).
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# Empty list = all available; explicit list filters the prompt surface
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# so the LLM only sees what this agent actually uses.
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mcp_servers = ["memory", "sqlite-mcp", "postgresql"]
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skills = ["data-analyst", "sql-analyst", "python-expert"]
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max_history_messages = 80
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[metadata.routing]
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aliases = ["analytics", "metrics analysis", "report analysis"]
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weak_aliases = ["kpi", "insights", "reporting"]
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@@ -5,6 +5,14 @@ author = "librefang"
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module = "builtin:chat"
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tags = ["architecture", "design", "planning"]
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|
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# Per-agent resource allowlists (refs librefang/librefang-registry#87).
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# Empty list = all available; explicit list filters the prompt surface
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# so the LLM only sees what this agent actually uses.
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mcp_servers = ["memory", "fetch", "github"]
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skills = ["openapi-expert", "technical-writer"]
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max_history_messages = 80
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[metadata.routing]
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aliases = [
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"system design",
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@@ -12,6 +12,14 @@ tags = [
|
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"productivity",
|
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]
|
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|
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# Per-agent resource allowlists (refs librefang/librefang-registry#87).
|
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# Empty list = all available; explicit list filters the prompt surface
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# so the LLM only sees what this agent actually uses.
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mcp_servers = ["memory", "fetch", "filesystem"]
|
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skills = []
|
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|
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|
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max_history_messages = 120
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[metadata.routing]
|
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aliases = [
|
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"general help",
|
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@@ -5,6 +5,14 @@ author = "librefang"
|
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module = "builtin:chat"
|
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tags = ["review", "code-quality", "best-practices"]
|
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|
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# Per-agent resource allowlists (refs librefang/librefang-registry#87).
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# Empty list = all available; explicit list filters the prompt surface
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# so the LLM only sees what this agent actually uses.
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mcp_servers = ["memory", "github", "git"]
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skills = ["code-reviewer", "rust-expert", "python-expert", "typescript-expert"]
|
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|
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|
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max_history_messages = 80
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[metadata.routing]
|
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aliases = [
|
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"code review",
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@@ -5,6 +5,20 @@ author = "librefang"
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module = "builtin:chat"
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tags = ["coding", "implementation", "rust", "python"]
|
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|
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# Per-agent resource allowlists (refs librefang/librefang-registry#87).
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# Empty list = all available; explicit list filters the prompt surface
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# so the LLM only sees what this agent actually uses.
|
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mcp_servers = ["memory", "git", "github", "filesystem"]
|
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skills = [
|
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"rust-expert",
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"python-expert",
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"typescript-expert",
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"git-expert",
|
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"shell-scripting",
|
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]
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max_history_messages = 80
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|
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|
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[metadata.routing]
|
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aliases = [
|
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"write code",
|
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@@ -12,6 +12,14 @@ tags = [
|
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"resolution",
|
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]
|
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|
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# Per-agent resource allowlists (refs librefang/librefang-registry#87).
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# Empty list = all available; explicit list filters the prompt surface
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# so the LLM only sees what this agent actually uses.
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mcp_servers = ["memory", "fetch"]
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skills = ["email-writer", "writing-coach"]
|
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|
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|
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max_history_messages = 60
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[metadata.routing]
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aliases = [
|
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"customer support",
|
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|
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@@ -4,6 +4,14 @@ description = "Data scientist. Analyzes datasets, builds models, creates visuali
|
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author = "librefang"
|
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module = "builtin:chat"
|
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|
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# Per-agent resource allowlists (refs librefang/librefang-registry#87).
|
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# Empty list = all available; explicit list filters the prompt surface
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# so the LLM only sees what this agent actually uses.
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mcp_servers = ["memory", "sqlite-mcp", "postgresql"]
|
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skills = ["data-analyst", "ml-engineer", "python-expert", "sql-analyst"]
|
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|
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|
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max_history_messages = 80
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[metadata.routing]
|
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aliases = ["data science", "build model", "train model", "machine learning"]
|
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weak_aliases = ["modeling", "statistics"]
|
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|
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@@ -4,6 +4,14 @@ description = "Expert debugger. Traces bugs, analyzes stack traces, performs roo
|
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author = "librefang"
|
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module = "builtin:chat"
|
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|
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# Per-agent resource allowlists (refs librefang/librefang-registry#87).
|
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# Empty list = all available; explicit list filters the prompt surface
|
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# so the LLM only sees what this agent actually uses.
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mcp_servers = ["memory", "git", "github", "sentry"]
|
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skills = ["rust-expert", "python-expert", "shell-scripting"]
|
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max_history_messages = 80
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[metadata.routing]
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aliases = [
|
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"debug this",
|
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|
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@@ -4,6 +4,23 @@ description = "DevOps lead. Manages CI/CD, infrastructure, deployments, monitori
|
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author = "librefang"
|
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module = "builtin:chat"
|
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|
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# Per-agent resource allowlists (refs librefang/librefang-registry#87).
|
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# Empty list = all available; explicit list filters the prompt surface
|
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# so the LLM only sees what this agent actually uses.
|
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mcp_servers = ["memory", "git", "github", "filesystem"]
|
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skills = [
|
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"docker",
|
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"kubernetes",
|
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"terraform",
|
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"ansible",
|
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"ci-cd",
|
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"helm",
|
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"prometheus",
|
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"sysadmin",
|
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]
|
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max_history_messages = 60
|
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|
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|
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[metadata.routing]
|
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aliases = [
|
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"ci cd",
|
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|
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@@ -4,6 +4,14 @@ description = "Technical writer. Creates documentation, README files, API docs,
|
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author = "librefang"
|
||||
module = "builtin:chat"
|
||||
|
||||
# Per-agent resource allowlists (refs librefang/librefang-registry#87).
|
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# Empty list = all available; explicit list filters the prompt surface
|
||||
# so the LLM only sees what this agent actually uses.
|
||||
mcp_servers = ["memory", "filesystem", "fetch", "github"]
|
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skills = ["technical-writer", "writing-coach", "openapi-expert"]
|
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|
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|
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max_history_messages = 60
|
||||
[metadata.routing]
|
||||
aliases = [
|
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"write documentation",
|
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|
||||
@@ -12,6 +12,14 @@ tags = [
|
||||
"productivity",
|
||||
]
|
||||
|
||||
# Per-agent resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Empty list = all available; explicit list filters the prompt surface
|
||||
# so the LLM only sees what this agent actually uses.
|
||||
mcp_servers = ["memory", "gmail"]
|
||||
skills = ["email-writer", "writing-coach"]
|
||||
|
||||
|
||||
max_history_messages = 60
|
||||
[metadata.routing]
|
||||
aliases = [
|
||||
"draft email",
|
||||
|
||||
@@ -5,6 +5,14 @@ author = "librefang"
|
||||
module = "builtin:chat"
|
||||
tags = ["health", "wellness", "fitness", "medication", "habits", "tracking"]
|
||||
|
||||
# Per-agent resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Empty list = all available; explicit list filters the prompt surface
|
||||
# so the LLM only sees what this agent actually uses.
|
||||
mcp_servers = ["memory"]
|
||||
skills = []
|
||||
skills_disabled = true
|
||||
|
||||
|
||||
[metadata.routing]
|
||||
aliases = [
|
||||
"health tracking",
|
||||
|
||||
@@ -4,6 +4,14 @@ description = "A friendly greeting agent that can read files, search the web, an
|
||||
author = "librefang"
|
||||
module = "builtin:chat"
|
||||
|
||||
# Per-agent resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Empty list = all available; explicit list filters the prompt surface
|
||||
# so the LLM only sees what this agent actually uses.
|
||||
mcp_servers = ["memory", "fetch"]
|
||||
skills = []
|
||||
skills_disabled = true
|
||||
|
||||
|
||||
[metadata.routing]
|
||||
aliases = [
|
||||
"hello world",
|
||||
|
||||
@@ -5,6 +5,14 @@ author = "librefang"
|
||||
module = "builtin:chat"
|
||||
tags = ["smart-home", "iot", "automation", "devices", "monitoring", "home"]
|
||||
|
||||
# Per-agent resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Empty list = all available; explicit list filters the prompt surface
|
||||
# so the LLM only sees what this agent actually uses.
|
||||
mcp_servers = ["memory", "fetch"]
|
||||
skills = []
|
||||
skills_disabled = true
|
||||
|
||||
|
||||
[metadata.routing]
|
||||
aliases = [
|
||||
"smart home",
|
||||
|
||||
@@ -5,6 +5,14 @@ author = "librefang"
|
||||
module = "builtin:chat"
|
||||
tags = ["legal", "contracts", "compliance", "research", "review", "documents"]
|
||||
|
||||
# Per-agent resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Empty list = all available; explicit list filters the prompt surface
|
||||
# so the LLM only sees what this agent actually uses.
|
||||
mcp_servers = ["memory", "fetch"]
|
||||
skills = ["compliance", "writing-coach"]
|
||||
|
||||
|
||||
max_history_messages = 80
|
||||
[metadata.routing]
|
||||
aliases = [
|
||||
"legal review",
|
||||
|
||||
@@ -12,6 +12,14 @@ tags = [
|
||||
"productivity",
|
||||
]
|
||||
|
||||
# Per-agent resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Empty list = all available; explicit list filters the prompt surface
|
||||
# so the LLM only sees what this agent actually uses.
|
||||
mcp_servers = ["memory", "google-calendar", "gmail"]
|
||||
skills = ["writing-coach"]
|
||||
|
||||
|
||||
max_history_messages = 60
|
||||
[metadata.routing]
|
||||
aliases = [
|
||||
"meeting notes",
|
||||
|
||||
@@ -4,6 +4,20 @@ description = "DevOps agent. Monitors systems, runs diagnostics, manages deploym
|
||||
author = "librefang"
|
||||
module = "builtin:chat"
|
||||
|
||||
# Per-agent resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Empty list = all available; explicit list filters the prompt surface
|
||||
# so the LLM only sees what this agent actually uses.
|
||||
mcp_servers = ["memory", "git"]
|
||||
skills = [
|
||||
"docker",
|
||||
"sysadmin",
|
||||
"shell-scripting",
|
||||
"linux-networking",
|
||||
"prometheus",
|
||||
]
|
||||
max_history_messages = 60
|
||||
|
||||
|
||||
[metadata.routing]
|
||||
aliases = [
|
||||
"service status",
|
||||
|
||||
@@ -4,6 +4,14 @@ description = "Meta-agent that decomposes complex tasks, delegates to specialist
|
||||
author = "librefang"
|
||||
module = "builtin:chat"
|
||||
|
||||
# Per-agent resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Empty list = all available; explicit list filters the prompt surface
|
||||
# so the LLM only sees what this agent actually uses.
|
||||
mcp_servers = ["memory"]
|
||||
skills = []
|
||||
|
||||
|
||||
max_history_messages = 120
|
||||
[metadata.routing]
|
||||
aliases = [
|
||||
"multi agent",
|
||||
|
||||
@@ -5,6 +5,14 @@ author = "librefang"
|
||||
module = "builtin:chat"
|
||||
tags = ["finance", "budget", "expenses", "savings", "planning", "money"]
|
||||
|
||||
# Per-agent resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Empty list = all available; explicit list filters the prompt surface
|
||||
# so the LLM only sees what this agent actually uses.
|
||||
mcp_servers = ["memory"]
|
||||
skills = ["data-analyst"]
|
||||
|
||||
|
||||
max_history_messages = 60
|
||||
[metadata.routing]
|
||||
aliases = [
|
||||
"budget planning",
|
||||
|
||||
@@ -4,6 +4,14 @@ description = "Project planner. Creates project plans, breaks down epics, estima
|
||||
author = "librefang"
|
||||
module = "builtin:chat"
|
||||
|
||||
# Per-agent resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Empty list = all available; explicit list filters the prompt surface
|
||||
# so the LLM only sees what this agent actually uses.
|
||||
mcp_servers = ["memory", "github", "linear", "jira"]
|
||||
skills = ["project-manager"]
|
||||
|
||||
|
||||
max_history_messages = 60
|
||||
[metadata.routing]
|
||||
aliases = [
|
||||
"project plan",
|
||||
|
||||
@@ -5,6 +5,14 @@ author = "librefang"
|
||||
module = "builtin:chat"
|
||||
tags = ["cooking", "recipes", "meal-planning", "nutrition", "food"]
|
||||
|
||||
# Per-agent resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Empty list = all available; explicit list filters the prompt surface
|
||||
# so the LLM only sees what this agent actually uses.
|
||||
mcp_servers = ["memory", "fetch"]
|
||||
skills = []
|
||||
skills_disabled = true
|
||||
|
||||
|
||||
[metadata.routing]
|
||||
aliases = [
|
||||
"recipe helper",
|
||||
|
||||
@@ -5,6 +5,14 @@ author = "librefang"
|
||||
module = "builtin:chat"
|
||||
tags = ["recruiting", "hiring", "resume", "outreach", "talent", "hr"]
|
||||
|
||||
# Per-agent resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Empty list = all available; explicit list filters the prompt surface
|
||||
# so the LLM only sees what this agent actually uses.
|
||||
mcp_servers = ["memory", "gmail", "linear"]
|
||||
skills = ["email-writer", "writing-coach", "interview-prep"]
|
||||
|
||||
|
||||
max_history_messages = 60
|
||||
[metadata.routing]
|
||||
aliases = [
|
||||
"candidate screening",
|
||||
|
||||
@@ -5,6 +5,14 @@ author = "librefang"
|
||||
module = "builtin:chat"
|
||||
tags = ["research", "analysis", "web"]
|
||||
|
||||
# Per-agent resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Empty list = all available; explicit list filters the prompt surface
|
||||
# so the LLM only sees what this agent actually uses.
|
||||
mcp_servers = ["memory", "fetch", "exa-search", "brave-search"]
|
||||
skills = ["technical-writer", "writing-coach"]
|
||||
|
||||
|
||||
max_history_messages = 80
|
||||
[metadata.routing]
|
||||
aliases = [
|
||||
"web research",
|
||||
|
||||
@@ -5,6 +5,14 @@ author = "librefang"
|
||||
module = "builtin:chat"
|
||||
tags = ["sales", "crm", "outreach", "pipeline", "prospecting", "deals"]
|
||||
|
||||
# Per-agent resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Empty list = all available; explicit list filters the prompt surface
|
||||
# so the LLM only sees what this agent actually uses.
|
||||
mcp_servers = ["memory", "gmail", "slack"]
|
||||
skills = ["email-writer", "writing-coach"]
|
||||
|
||||
|
||||
max_history_messages = 60
|
||||
[metadata.routing]
|
||||
aliases = ["sales outreach", "crm update", "pipeline review", "deal tracking"]
|
||||
weak_aliases = ["crm", "leads"]
|
||||
|
||||
@@ -5,6 +5,14 @@ author = "librefang"
|
||||
module = "builtin:chat"
|
||||
tags = ["security", "audit", "vulnerability"]
|
||||
|
||||
# Per-agent resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Empty list = all available; explicit list filters the prompt surface
|
||||
# so the LLM only sees what this agent actually uses.
|
||||
mcp_servers = ["memory", "github", "git"]
|
||||
skills = ["security-audit", "compliance", "oauth-expert"]
|
||||
|
||||
|
||||
max_history_messages = 80
|
||||
[metadata.routing]
|
||||
aliases = [
|
||||
"security audit",
|
||||
|
||||
@@ -12,6 +12,14 @@ tags = [
|
||||
"analytics",
|
||||
]
|
||||
|
||||
# Per-agent resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Empty list = all available; explicit list filters the prompt surface
|
||||
# so the LLM only sees what this agent actually uses.
|
||||
mcp_servers = ["memory", "fetch"]
|
||||
skills = ["writing-coach"]
|
||||
|
||||
|
||||
max_history_messages = 60
|
||||
[metadata.routing]
|
||||
aliases = [
|
||||
"social media plan",
|
||||
|
||||
@@ -5,6 +5,14 @@ author = "librefang"
|
||||
module = "builtin:chat"
|
||||
tags = ["testing", "qa", "validation"]
|
||||
|
||||
# Per-agent resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Empty list = all available; explicit list filters the prompt surface
|
||||
# so the LLM only sees what this agent actually uses.
|
||||
mcp_servers = ["memory", "github", "git"]
|
||||
skills = ["api-tester", "python-expert", "rust-expert", "typescript-expert"]
|
||||
|
||||
|
||||
max_history_messages = 80
|
||||
[metadata.routing]
|
||||
aliases = [
|
||||
"test plan",
|
||||
|
||||
@@ -12,6 +12,14 @@ tags = [
|
||||
"i18n",
|
||||
]
|
||||
|
||||
# Per-agent resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Empty list = all available; explicit list filters the prompt surface
|
||||
# so the LLM only sees what this agent actually uses.
|
||||
mcp_servers = ["memory", "fetch"]
|
||||
skills = ["writing-coach"]
|
||||
|
||||
|
||||
max_history_messages = 60
|
||||
[metadata.routing]
|
||||
aliases = [
|
||||
"translate document",
|
||||
|
||||
@@ -5,6 +5,14 @@ author = "librefang"
|
||||
module = "builtin:chat"
|
||||
tags = ["travel", "planning", "itinerary", "booking", "logistics", "vacation"]
|
||||
|
||||
# Per-agent resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Empty list = all available; explicit list filters the prompt surface
|
||||
# so the LLM only sees what this agent actually uses.
|
||||
mcp_servers = ["memory", "fetch", "google-maps", "google-calendar"]
|
||||
skills = []
|
||||
|
||||
|
||||
max_history_messages = 60
|
||||
[metadata.routing]
|
||||
aliases = [
|
||||
"trip itinerary",
|
||||
|
||||
@@ -12,6 +12,14 @@ tags = [
|
||||
"knowledge",
|
||||
]
|
||||
|
||||
# Per-agent resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Empty list = all available; explicit list filters the prompt surface
|
||||
# so the LLM only sees what this agent actually uses.
|
||||
mcp_servers = ["memory", "fetch"]
|
||||
skills = ["writing-coach", "python-expert"]
|
||||
|
||||
|
||||
max_history_messages = 60
|
||||
[metadata.routing]
|
||||
aliases = [
|
||||
"teach me",
|
||||
|
||||
@@ -4,6 +4,14 @@ description = "Content writer. Creates documentation, articles, and technical wr
|
||||
author = "librefang"
|
||||
module = "builtin:chat"
|
||||
|
||||
# Per-agent resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Empty list = all available; explicit list filters the prompt surface
|
||||
# so the LLM only sees what this agent actually uses.
|
||||
mcp_servers = ["memory", "fetch"]
|
||||
skills = ["technical-writer", "writing-coach"]
|
||||
|
||||
|
||||
max_history_messages = 60
|
||||
[metadata.routing]
|
||||
aliases = [
|
||||
"write article",
|
||||
|
||||
@@ -23,6 +23,12 @@ tools = [
|
||||
"event_publish",
|
||||
]
|
||||
|
||||
# Per-hand resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Inherited by every [agents.*] in this hand unless overridden.
|
||||
mcp_servers = ["memory", "sqlite-mcp", "postgresql", "filesystem"]
|
||||
skills = ["data-analyst", "sql-analyst", "python-expert", "data-pipeline"]
|
||||
|
||||
|
||||
[routing]
|
||||
aliases = [
|
||||
"data analysis",
|
||||
|
||||
@@ -24,6 +24,18 @@ tools = [
|
||||
"event_publish",
|
||||
]
|
||||
|
||||
# Per-hand resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Inherited by every [agents.*] in this hand unless overridden.
|
||||
mcp_servers = ["memory", "github", "fetch"]
|
||||
skills = [
|
||||
"api-tester",
|
||||
"openapi-expert",
|
||||
"graphql-expert",
|
||||
"python-expert",
|
||||
"typescript-expert",
|
||||
]
|
||||
|
||||
|
||||
[[requires]]
|
||||
key = "curl"
|
||||
label = "curl must be installed"
|
||||
|
||||
@@ -28,6 +28,12 @@ tools = [
|
||||
"file_read",
|
||||
]
|
||||
|
||||
# Per-hand resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Inherited by every [agents.*] in this hand unless overridden.
|
||||
mcp_servers = ["memory", "puppeteer"]
|
||||
skills = []
|
||||
|
||||
|
||||
[routing]
|
||||
aliases = [
|
||||
"open website",
|
||||
|
||||
@@ -17,6 +17,15 @@ tools = [
|
||||
"memory_recall",
|
||||
]
|
||||
|
||||
# Per-hand resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Inherited by every [agents.*] in this hand unless overridden.
|
||||
mcp_servers = ["memory", "filesystem"]
|
||||
skills = []
|
||||
# `skills_disabled = true` lives on each [agents.*] below — HandDefinitionRaw
|
||||
# in librefang-hands doesn't carry the field, so a hand-level entry would be
|
||||
# silently dropped by serde.
|
||||
|
||||
|
||||
[routing]
|
||||
aliases = [
|
||||
"clip video",
|
||||
@@ -219,6 +228,7 @@ description = "AI video editor — downloads, transcribes, and creates viral sho
|
||||
module = "builtin:chat"
|
||||
provider = "default"
|
||||
model = "default"
|
||||
skills_disabled = true
|
||||
max_tokens = 8192
|
||||
temperature = 0.4
|
||||
max_iterations = 40
|
||||
@@ -622,6 +632,7 @@ description = "Content writer. Creates scripts, captions, titles, and descriptio
|
||||
module = "builtin:chat"
|
||||
provider = "default"
|
||||
model = "default"
|
||||
skills_disabled = true
|
||||
max_tokens = 4096
|
||||
temperature = 0.7
|
||||
system_prompt = """You are Writer, a short-form video content specialist within the Clip Hand.
|
||||
@@ -760,6 +771,7 @@ description = "Social media strategist. Plans distribution, scheduling, and enga
|
||||
module = "builtin:chat"
|
||||
provider = "default"
|
||||
model = "default"
|
||||
skills_disabled = true
|
||||
max_tokens = 4096
|
||||
temperature = 0.7
|
||||
system_prompt = """You are Distributor, the publishing and distribution specialist within the Clip Hand.
|
||||
|
||||
@@ -25,6 +25,12 @@ tools = [
|
||||
"event_publish",
|
||||
]
|
||||
|
||||
# Per-hand resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Inherited by every [agents.*] in this hand unless overridden.
|
||||
mcp_servers = ["memory", "fetch", "exa-search", "brave-search", "filesystem"]
|
||||
skills = ["data-analyst"]
|
||||
|
||||
|
||||
[routing]
|
||||
aliases = [
|
||||
"monitor changes",
|
||||
|
||||
@@ -20,6 +20,15 @@ tools = [
|
||||
"memory_recall",
|
||||
]
|
||||
|
||||
# Per-hand resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Inherited by every [agents.*] in this hand unless overridden.
|
||||
mcp_servers = ["memory", "filesystem"]
|
||||
skills = []
|
||||
# `skills_disabled = true` lives on each [agents.*] below — HandDefinitionRaw
|
||||
# in librefang-hands doesn't carry the field, so a hand-level entry would be
|
||||
# silently dropped by serde.
|
||||
|
||||
|
||||
[routing]
|
||||
aliases = [
|
||||
"generate image",
|
||||
@@ -172,6 +181,7 @@ description = "AI media studio — generates images, videos, music, and speech f
|
||||
module = "builtin:chat"
|
||||
provider = "default"
|
||||
model = "default"
|
||||
skills_disabled = true
|
||||
max_tokens = 8192
|
||||
temperature = 0.5
|
||||
max_iterations = 30
|
||||
@@ -279,6 +289,7 @@ description = "Prompt engineer that crafts detailed, effective prompts for media
|
||||
module = "builtin:chat"
|
||||
provider = "default"
|
||||
model = "default"
|
||||
skills_disabled = true
|
||||
max_tokens = 4096
|
||||
temperature = 0.8
|
||||
system_prompt = """You are Prompt Writer, a creative prompt engineer within the Creator Hand.
|
||||
|
||||
@@ -24,6 +24,30 @@ tools = [
|
||||
"event_publish",
|
||||
]
|
||||
|
||||
# Per-hand resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Inherited by every [agents.*] in this hand unless overridden.
|
||||
mcp_servers = [
|
||||
"memory",
|
||||
"git",
|
||||
"github",
|
||||
"filesystem",
|
||||
"sentry",
|
||||
"elasticsearch",
|
||||
]
|
||||
skills = [
|
||||
"docker",
|
||||
"kubernetes",
|
||||
"terraform",
|
||||
"ansible",
|
||||
"ci-cd",
|
||||
"helm",
|
||||
"prometheus",
|
||||
"sysadmin",
|
||||
"linux-networking",
|
||||
"shell-scripting",
|
||||
]
|
||||
|
||||
|
||||
[[requires]]
|
||||
key = "curl"
|
||||
label = "curl must be installed"
|
||||
|
||||
+13
-4
@@ -30,11 +30,20 @@ tools = [
|
||||
"workflow_run",
|
||||
]
|
||||
|
||||
# MCP servers: all agents can access these (per-agent mcp_servers further restricts)
|
||||
mcp_servers = ["github"]
|
||||
# Per-hand resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Inherited by every [agents.*] in this hand unless overridden.
|
||||
mcp_servers = ["memory", "github", "git", "filesystem"]
|
||||
skills = [
|
||||
"github",
|
||||
"git-expert",
|
||||
"rust-expert",
|
||||
"python-expert",
|
||||
"typescript-expert",
|
||||
"code-reviewer",
|
||||
"api-tester",
|
||||
"ci-cd",
|
||||
]
|
||||
|
||||
# Skills: all available (agents can restrict individually)
|
||||
skills = []
|
||||
|
||||
# Plugins: useful for dev workflow
|
||||
allowed_plugins = ["todo-tracker", "auto-summarizer", "episodic-memory"]
|
||||
|
||||
@@ -24,6 +24,19 @@ tools = [
|
||||
"knowledge_query",
|
||||
]
|
||||
|
||||
# Per-hand resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Inherited by every [agents.*] in this hand unless overridden.
|
||||
mcp_servers = [
|
||||
"memory",
|
||||
"fetch",
|
||||
"gmail",
|
||||
"linear",
|
||||
"exa-search",
|
||||
"brave-search",
|
||||
]
|
||||
skills = ["email-writer", "writing-coach", "data-analyst"]
|
||||
|
||||
|
||||
[routing]
|
||||
aliases = [
|
||||
"lead generation",
|
||||
|
||||
@@ -23,6 +23,12 @@ tools = [
|
||||
"event_publish",
|
||||
]
|
||||
|
||||
# Per-hand resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Inherited by every [agents.*] in this hand unless overridden.
|
||||
mcp_servers = ["memory", "fetch"]
|
||||
skills = ["writing-coach", "email-writer"]
|
||||
|
||||
|
||||
[routing]
|
||||
aliases = ["linkedin", "profile optimization", "professional networking"]
|
||||
weak_aliases = ["professional engagement", "linkedin post"]
|
||||
|
||||
@@ -23,6 +23,12 @@ tools = [
|
||||
"knowledge_query",
|
||||
]
|
||||
|
||||
# Per-hand resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Inherited by every [agents.*] in this hand unless overridden.
|
||||
mcp_servers = ["memory", "fetch", "exa-search", "brave-search"]
|
||||
skills = ["data-analyst", "python-expert"]
|
||||
|
||||
|
||||
[routing]
|
||||
aliases = [
|
||||
"predict",
|
||||
|
||||
@@ -23,6 +23,12 @@ tools = [
|
||||
"event_publish",
|
||||
]
|
||||
|
||||
# Per-hand resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Inherited by every [agents.*] in this hand unless overridden.
|
||||
mcp_servers = ["memory", "fetch"]
|
||||
skills = ["writing-coach"]
|
||||
|
||||
|
||||
[routing]
|
||||
aliases = ["reddit", "subreddit", "reddit post", "reddit monitor"]
|
||||
weak_aliases = ["karma", "reddit thread"]
|
||||
|
||||
@@ -26,6 +26,12 @@ tools = [
|
||||
"event_publish",
|
||||
]
|
||||
|
||||
# Per-hand resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Inherited by every [agents.*] in this hand unless overridden.
|
||||
mcp_servers = ["memory", "fetch", "exa-search", "brave-search"]
|
||||
skills = ["technical-writer", "writing-coach", "python-expert", "pdf-reader"]
|
||||
|
||||
|
||||
[routing]
|
||||
aliases = [
|
||||
"deep research",
|
||||
|
||||
@@ -24,6 +24,12 @@ tools = [
|
||||
"event_publish",
|
||||
]
|
||||
|
||||
# Per-hand resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Inherited by every [agents.*] in this hand unless overridden.
|
||||
mcp_servers = ["memory", "fetch", "exa-search", "brave-search"]
|
||||
skills = ["project-manager", "data-analyst", "writing-coach"]
|
||||
|
||||
|
||||
[routing]
|
||||
aliases = [
|
||||
"strategic analysis",
|
||||
|
||||
@@ -25,6 +25,12 @@ tools = [
|
||||
"event_publish",
|
||||
]
|
||||
|
||||
# Per-hand resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Inherited by every [agents.*] in this hand unless overridden.
|
||||
mcp_servers = ["memory", "fetch", "postgresql", "sqlite-mcp"]
|
||||
skills = ["data-analyst", "sql-analyst", "python-expert"]
|
||||
|
||||
|
||||
[routing]
|
||||
aliases = [
|
||||
"trade",
|
||||
|
||||
@@ -24,6 +24,12 @@ tools = [
|
||||
"event_publish",
|
||||
]
|
||||
|
||||
# Per-hand resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Inherited by every [agents.*] in this hand unless overridden.
|
||||
mcp_servers = ["memory", "fetch"]
|
||||
skills = ["writing-coach"]
|
||||
|
||||
|
||||
[routing]
|
||||
aliases = [
|
||||
"twitter",
|
||||
|
||||
@@ -18,8 +18,12 @@ tools = [
|
||||
"memory_store",
|
||||
]
|
||||
|
||||
mcp_servers = []
|
||||
# Per-hand resource allowlists (refs librefang/librefang-registry#87).
|
||||
# Inherited by every [agents.*] in this hand unless overridden.
|
||||
mcp_servers = ["memory", "fetch", "filesystem"]
|
||||
skills = []
|
||||
|
||||
|
||||
allowed_plugins = []
|
||||
# memory_store is used ONLY for dashboard metrics.
|
||||
# No wiki content enters LibreFang's general memory — all knowledge lives in the vault.
|
||||
|
||||
+20
@@ -204,6 +204,26 @@ required = true
|
||||
description = "Runtime module (builtin:chat, builtin:tool, etc.)"
|
||||
example = "builtin:chat"
|
||||
|
||||
[agent.fields.mcp_servers]
|
||||
type = "array"
|
||||
required = false
|
||||
description = "MCP server allowlist. Empty list (default) means every connected MCP server's tools are injected into this agent's prompt — on a typical instance that is ~85 tool definitions and ~50k tokens per call. Set an explicit list to trim the surface to only the servers this agent actually uses (e.g. [\"memory\", \"git\", \"github\"])."
|
||||
item_type = "string"
|
||||
example = ["memory", "git", "github"]
|
||||
|
||||
[agent.fields.skills]
|
||||
type = "array"
|
||||
required = false
|
||||
description = "Skill allowlist. Empty list (default) means every installed skill is available. Set an explicit list to load only what this agent needs."
|
||||
item_type = "string"
|
||||
example = ["rust-expert", "python-expert"]
|
||||
|
||||
[agent.fields.max_history_messages]
|
||||
type = "number"
|
||||
required = false
|
||||
description = "Per-agent override for the message-history trim cap. Omit (default) inherits from KernelConfig.max_history_messages, which itself falls back to the compiled constant librefang_runtime::agent_loop::DEFAULT_MAX_HISTORY_MESSAGES (60 today). Values below 4 are clamped at runtime with a warning. Pinning this *below* the kernel default trashes the prompt cache — every turn that hits the cap invalidates the cached prefix and costs more than the smaller history saves. Set this only to raise the cap for iteration-heavy agents that legitimately need more context, or to lower it for agents whose conversations are demonstrably short and where you've measured the trade-off."
|
||||
example = 80
|
||||
|
||||
# --- Agent: [model] section ---
|
||||
|
||||
[agent.sections.model]
|
||||
|
||||
Reference in new issue
Block a user