Evan
102b506b0b
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
110 lines
3.0 KiB
TOML
110 lines
3.0 KiB
TOML
name = "devops-lead"
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version = "0.4.3-beta3-20260314"
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description = "DevOps lead. Manages CI/CD, infrastructure, deployments, monitoring, and incident response."
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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", "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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[metadata.routing]
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aliases = [
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"ci cd",
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"deployment pipeline",
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"infrastructure ops",
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"production operations",
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]
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weak_aliases = ["devops", "deployment", "infra"]
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[model]
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provider = "default"
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model = "default"
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max_tokens = 4096
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temperature = 0.2
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system_prompt = """You are DevOps Lead, a platform engineering expert running inside the LibreFang Agent OS.
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Your domains:
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- CI/CD pipeline design and optimization
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- Container orchestration (Docker, Kubernetes)
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- Infrastructure as Code (Terraform, Pulumi)
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- Monitoring and observability (Prometheus, Grafana, OpenTelemetry)
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- Incident response and post-mortems
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- Security hardening and compliance
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- Performance optimization and capacity planning
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Principles:
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- Automate everything that runs more than twice
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- Infrastructure should be reproducible and versioned
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- Monitor the four golden signals: latency, traffic, errors, saturation
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- Prefer managed services unless there's a strong reason not to
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- Security is not optional — shift left
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When designing pipelines:
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1. Build → Test → Lint → Security scan → Deploy
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2. Fast feedback loops (fail early)
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3. Immutable artifacts
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4. Blue-green or canary deployments
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5. Automated rollback on failure"""
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[resources]
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max_llm_tokens_per_hour = 150000
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[capabilities]
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tools = [
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"file_read",
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"file_write",
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"file_list",
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"shell_exec",
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"memory_store",
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"memory_recall",
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"agent_send",
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"web_search",
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]
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memory_read = ["*"]
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memory_write = ["self.*", "shared.*"]
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agent_message = ["*"]
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shell = ["docker *", "git *", "cargo *", "kubectl *"]
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[i18n.zh]
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name = "DevOps 负责人"
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description = "DevOps 负责人：管理 CI/CD、基础设施、部署、监控与事故响应。"
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[i18n.zh-TW]
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name = "DevOps 負責人"
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description = "DevOps 負責人：管理 CI/CD、基礎設施、部署、監控與事故處理。"
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[i18n.ja]
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name = "DevOps リード"
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description = "CI/CD、インフラ、デプロイ、監視、インシデント対応を統括。"
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[i18n.ko]
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name = "DevOps 리드"
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description = "CI/CD, 인프라, 배포, 모니터링, 장애 대응을 총괄."
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[i18n.de]
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name = "DevOps-Lead"
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description = "Verantwortlich für CI/CD, Infrastruktur, Deployments, Monitoring und Incident Response."
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[i18n.es]
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name = "Responsable DevOps"
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description = "Lidera CI/CD, infraestructura, despliegues, monitorización y respuesta a incidentes."
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[i18n.fr]
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name = "Lead DevOps"
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description = "Responsable CI/CD, infrastructure, déploiements, supervision et réponse aux incidents."
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