Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add Knuckles-Team/fan-manager --skill fan-manager-developmentgit clone --depth 1 https://github.com/Knuckles-Team/fan-managerWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/knuckles-team/fan-manager/fan-manager-development)<a href="https://agentmods.dev/skills/knuckles-team/fan-manager/fan-manager-development"><img src="https://agentmods.dev/badge/skills/knuckles-team/fan-manager/fan-manager-development/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/knuckles-team/fan-manager/fan-manager-development"><img src="https://agentmods.dev/badge/skills/knuckles-team/fan-manager/fan-manager-development.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00039 | $0.01258 |
| Opus 5.5 | $0.00016 | $0.00503 |
| Sonnet 5.5 | $0.00008 | $0.00252 |
| Haiku 4.5 | $0.00004 | $0.00126 |
Grade A, and why
fan-manager-development scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 109 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Fan Manager development
Use this skill from a fan-manager checkout before changing the connector. Read
AGENTS.md first: it defines the local hardware boundary, worktree discipline,
quality gates, version/lock policy, and release ownership.
Repository and runtime map
fan_manager/fan_manager.pyowns the localsensors -jtemperature path, bounded 0-100 fan writes, automatic fan curve, and the injectedCommandRunnerseam. Fixed argv withshell=Falseis the hardware boundary.fan_manager/api_client.pyis the thinApifacade overFanControlService;fan_manager/services/fan_control_service.pyowns dependency-injected temperature and fan-control calls.fan_manager/mcp_server.pybuilds the MCP surface. Domain registrars infan_manager/mcp/mcp_temperature.py,fan_manager/mcp/mcp_fan_control.py, andfan_manager/mcp/mcp_kg.pyexpose one action-routed tool per domain throughTOOL_REGISTRY.fan_manager/connector_sources.pydeclares the livefan-sensorssource;fan_manager/kg_ingest.pymaps telemetry to typedManagedHost,FanController,TemperatureReading,FanSpeedSetting, andSensorReadingnodes through the SDK ingest stream.- Packaged content lives below
fan_manager/skills/,prompts/, andontology/.pyproject.tomlmust continue to includeskills/**in setuptools package data.
Local and security contract
Fan Manager is a local hardware connector. fan_manager/auth.py returns the
local Api facade and resolves only IPMITOOL_PATH and SENSORS_PATH; it does
not accept a remote URL or credentials. Preserve this boundary when editing
code or documentation.
The runtime may read FAN_MANAGER_HOST, FAN_MANAGER_HOSTS,
FAN_MANAGER_NODE_API_BIND, FAN_MANAGER_NODE_API_PORT,
FAN_MANAGER_NODE_API_TOKEN, FAN_MANAGER_NODE_URL_TEMPLATE,
FAN_MANAGER_KG_INGEST, FAN_MANAGER_KG_AGGREGATE_S,
FAN_MANAGER_POLICY_FILE, FAN_MANAGER_POLICY_REFRESH,
FAN_MANAGER_CURVE, and FAN_MANAGER_NOTIFY_URL. Treat values as runtime
configuration, never as secrets to embed in this skill. Keep node reads
read-only and require one explicit out-of-band target for write operations.
The MCP domains are gated by TEMPERATURETOOL, FAN_CONTROLTOOL, and
KGTOOL; preserve the inherited MCP_TOOL_MODE surface and the existing
agent_connector_sdk registration path.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- today First seen · 109 lines · 39 tokens per session scan A d35955e8e8cc
fan-manager-development is a skill published in the GitHub repository Knuckles-Team/fan-manager (2 stars, last pushed today), licensed MIT. It adds 39 tokens to every session and 1,258 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-10-27.
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