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:
51 files changed
+462
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@@ -23,6 +23,12 @@ tools = [
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"event_publish",
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]
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# Per-hand resource allowlists (refs librefang/librefang-registry#87).
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# Inherited by every [agents.*] in this hand unless overridden.
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mcp_servers = ["memory", "sqlite-mcp", "postgresql", "filesystem"]
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skills = ["data-analyst", "sql-analyst", "python-expert", "data-pipeline"]
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[routing]
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aliases = [
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"data analysis",
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@@ -24,6 +24,18 @@ tools = [
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"event_publish",
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]
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# Per-hand resource allowlists (refs librefang/librefang-registry#87).
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# Inherited by every [agents.*] in this hand unless overridden.
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mcp_servers = ["memory", "github", "fetch"]
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skills = [
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"api-tester",
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"openapi-expert",
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"graphql-expert",
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"python-expert",
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"typescript-expert",
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]
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[[requires]]
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key = "curl"
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label = "curl must be installed"
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@@ -28,6 +28,12 @@ tools = [
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"file_read",
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]
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# Per-hand resource allowlists (refs librefang/librefang-registry#87).
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# Inherited by every [agents.*] in this hand unless overridden.
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mcp_servers = ["memory", "puppeteer"]
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skills = []
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[routing]
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aliases = [
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"open website",
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@@ -17,6 +17,15 @@ tools = [
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"memory_recall",
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]
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# Per-hand resource allowlists (refs librefang/librefang-registry#87).
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# Inherited by every [agents.*] in this hand unless overridden.
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mcp_servers = ["memory", "filesystem"]
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skills = []
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# `skills_disabled = true` lives on each [agents.*] below — HandDefinitionRaw
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# in librefang-hands doesn't carry the field, so a hand-level entry would be
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# silently dropped by serde.
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[routing]
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aliases = [
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"clip video",
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@@ -219,6 +228,7 @@ description = "AI video editor — downloads, transcribes, and creates viral sho
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module = "builtin:chat"
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provider = "default"
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model = "default"
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skills_disabled = true
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max_tokens = 8192
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temperature = 0.4
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max_iterations = 40
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@@ -622,6 +632,7 @@ description = "Content writer. Creates scripts, captions, titles, and descriptio
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module = "builtin:chat"
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provider = "default"
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model = "default"
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skills_disabled = true
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max_tokens = 4096
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temperature = 0.7
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system_prompt = """You are Writer, a short-form video content specialist within the Clip Hand.
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@@ -760,6 +771,7 @@ description = "Social media strategist. Plans distribution, scheduling, and enga
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module = "builtin:chat"
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provider = "default"
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model = "default"
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skills_disabled = true
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max_tokens = 4096
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temperature = 0.7
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system_prompt = """You are Distributor, the publishing and distribution specialist within the Clip Hand.
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@@ -25,6 +25,12 @@ tools = [
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"event_publish",
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]
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# Per-hand resource allowlists (refs librefang/librefang-registry#87).
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# Inherited by every [agents.*] in this hand unless overridden.
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mcp_servers = ["memory", "fetch", "exa-search", "brave-search", "filesystem"]
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skills = ["data-analyst"]
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[routing]
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aliases = [
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"monitor changes",
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@@ -20,6 +20,15 @@ tools = [
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"memory_recall",
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]
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# Per-hand resource allowlists (refs librefang/librefang-registry#87).
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# Inherited by every [agents.*] in this hand unless overridden.
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mcp_servers = ["memory", "filesystem"]
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skills = []
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# `skills_disabled = true` lives on each [agents.*] below — HandDefinitionRaw
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# in librefang-hands doesn't carry the field, so a hand-level entry would be
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# silently dropped by serde.
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[routing]
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aliases = [
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"generate image",
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@@ -172,6 +181,7 @@ description = "AI media studio — generates images, videos, music, and speech f
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module = "builtin:chat"
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provider = "default"
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model = "default"
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skills_disabled = true
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max_tokens = 8192
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temperature = 0.5
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max_iterations = 30
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@@ -279,6 +289,7 @@ description = "Prompt engineer that crafts detailed, effective prompts for media
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module = "builtin:chat"
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provider = "default"
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model = "default"
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skills_disabled = true
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max_tokens = 4096
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temperature = 0.8
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system_prompt = """You are Prompt Writer, a creative prompt engineer within the Creator Hand.
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@@ -24,6 +24,30 @@ tools = [
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"event_publish",
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]
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# Per-hand resource allowlists (refs librefang/librefang-registry#87).
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# Inherited by every [agents.*] in this hand unless overridden.
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mcp_servers = [
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"memory",
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"git",
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"github",
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"filesystem",
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"sentry",
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"elasticsearch",
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]
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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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"linux-networking",
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"shell-scripting",
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]
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[[requires]]
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key = "curl"
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label = "curl must be installed"
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+13
-4
@@ -30,11 +30,20 @@ tools = [
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"workflow_run",
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]
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# MCP servers: all agents can access these (per-agent mcp_servers further restricts)
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mcp_servers = ["github"]
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# Per-hand resource allowlists (refs librefang/librefang-registry#87).
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# Inherited by every [agents.*] in this hand unless overridden.
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mcp_servers = ["memory", "github", "git", "filesystem"]
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skills = [
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"github",
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"git-expert",
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"rust-expert",
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"python-expert",
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"typescript-expert",
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"code-reviewer",
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"api-tester",
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"ci-cd",
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]
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# Skills: all available (agents can restrict individually)
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skills = []
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# Plugins: useful for dev workflow
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allowed_plugins = ["todo-tracker", "auto-summarizer", "episodic-memory"]
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@@ -24,6 +24,19 @@ tools = [
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"knowledge_query",
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]
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# Per-hand resource allowlists (refs librefang/librefang-registry#87).
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# Inherited by every [agents.*] in this hand unless overridden.
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mcp_servers = [
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"memory",
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"fetch",
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"gmail",
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"linear",
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"exa-search",
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"brave-search",
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]
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skills = ["email-writer", "writing-coach", "data-analyst"]
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[routing]
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aliases = [
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"lead generation",
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@@ -23,6 +23,12 @@ tools = [
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"event_publish",
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]
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# Per-hand resource allowlists (refs librefang/librefang-registry#87).
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# Inherited by every [agents.*] in this hand unless overridden.
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mcp_servers = ["memory", "fetch"]
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skills = ["writing-coach", "email-writer"]
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[routing]
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aliases = ["linkedin", "profile optimization", "professional networking"]
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weak_aliases = ["professional engagement", "linkedin post"]
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@@ -23,6 +23,12 @@ tools = [
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"knowledge_query",
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]
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# Per-hand resource allowlists (refs librefang/librefang-registry#87).
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# Inherited by every [agents.*] in this hand unless overridden.
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mcp_servers = ["memory", "fetch", "exa-search", "brave-search"]
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skills = ["data-analyst", "python-expert"]
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[routing]
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aliases = [
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"predict",
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@@ -23,6 +23,12 @@ tools = [
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"event_publish",
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]
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# Per-hand resource allowlists (refs librefang/librefang-registry#87).
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# Inherited by every [agents.*] in this hand unless overridden.
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mcp_servers = ["memory", "fetch"]
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skills = ["writing-coach"]
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[routing]
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aliases = ["reddit", "subreddit", "reddit post", "reddit monitor"]
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weak_aliases = ["karma", "reddit thread"]
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@@ -26,6 +26,12 @@ tools = [
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"event_publish",
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]
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# Per-hand resource allowlists (refs librefang/librefang-registry#87).
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# Inherited by every [agents.*] in this hand unless overridden.
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mcp_servers = ["memory", "fetch", "exa-search", "brave-search"]
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skills = ["technical-writer", "writing-coach", "python-expert", "pdf-reader"]
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[routing]
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aliases = [
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"deep research",
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@@ -24,6 +24,12 @@ tools = [
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"event_publish",
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]
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# Per-hand resource allowlists (refs librefang/librefang-registry#87).
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# Inherited by every [agents.*] in this hand unless overridden.
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mcp_servers = ["memory", "fetch", "exa-search", "brave-search"]
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skills = ["project-manager", "data-analyst", "writing-coach"]
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[routing]
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aliases = [
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"strategic analysis",
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@@ -25,6 +25,12 @@ tools = [
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"event_publish",
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]
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# Per-hand resource allowlists (refs librefang/librefang-registry#87).
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# Inherited by every [agents.*] in this hand unless overridden.
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mcp_servers = ["memory", "fetch", "postgresql", "sqlite-mcp"]
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skills = ["data-analyst", "sql-analyst", "python-expert"]
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[routing]
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aliases = [
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"trade",
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@@ -24,6 +24,12 @@ tools = [
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"event_publish",
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]
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# Per-hand resource allowlists (refs librefang/librefang-registry#87).
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# Inherited by every [agents.*] in this hand unless overridden.
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mcp_servers = ["memory", "fetch"]
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skills = ["writing-coach"]
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[routing]
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aliases = [
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"twitter",
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@@ -18,8 +18,12 @@ tools = [
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"memory_store",
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]
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mcp_servers = []
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# Per-hand resource allowlists (refs librefang/librefang-registry#87).
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# Inherited by every [agents.*] in this hand unless overridden.
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mcp_servers = ["memory", "fetch", "filesystem"]
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skills = []
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allowed_plugins = []
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# memory_store is used ONLY for dashboard metrics.
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# No wiki content enters LibreFang's general memory — all knowledge lives in the vault.
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Reference in new issue
Block a user