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Install in OpenClaw
/install power-automate-debug
Description
Debug failing Power Automate cloud flows using the FlowStudio MCP server. Load this skill when asked to: debug a flow, investigate a failed run, why is this...
Usage Guidance
This skill appears to do what it says: call FlowStudio MCP to inspect and (optionally) update Power Automate flows. Before installing or enabling it: 1) Confirm you trust FlowStudio (https://mcp.flowstudio.app) and that the FLOWSTUDIO_MCP_TOKEN you provide is from a trusted source. 2) Prefer a token scoped for the minimum needed permissions (read-only for diagnostics, separate write token for fixes) and with an expiration when possible. 3) Be mindful the skill includes steps that update and resubmit flows — only allow those actions if you trust the agent's capabilities and the token's privileges. 4) Because the skill is instruction-only, it won’t install local binaries, but the agent will make network calls to the external MCP endpoint; verify network governance and audit logs on the FlowStudio side. 5) If you want stricter control, require the agent to present proposed changes for manual approval before calling update_live_flow/resubmit_live_flow.
Capability Analysis
Type: OpenClaw Skill
Name: power-automate-debug
Version: 1.1.0
The skill bundle provides capabilities to diagnose and modify Power Automate flows via an external MCP server (mcp.flowstudio.app). It includes high-risk behaviors such as exfiltrating flow run outputs (which may contain sensitive data) and updating live flow definitions (update_live_flow in SKILL.md). While these capabilities are plausibly needed for the stated purpose of debugging and fixing flows, the combination of third-party network access and high-privilege write access to cloud infrastructure logic meets the criteria for a suspicious classification.
Capability Assessment
Purpose & Capability
The skill declares a single env var, FLOWSTUDIO_MCP_TOKEN, and all runtime instructions call the FlowStudio MCP service (mcp.flowstudio.app) to inspect and modify Power Automate flows. Required items (no binaries, one token) match the stated purpose.
Instruction Scope
SKILL.md confines the agent to calling FlowStudio MCP tooling (get_live_flow, get_live_flow_run_error, get_live_flow_run_action_outputs, update_live_flow, resubmit_live_flow, etc.). It does not instruct reading local files or unrelated environment variables. Note: the instructions include write operations (update_live_flow, resubmit_live_flow), so a token with write privileges could allow the agent to change flows — this is expected for a debugging/fix workflow but is an elevated action compared to read-only diagnostics.
Install Mechanism
Instruction-only skill with no install spec and no code files to be written/executed on the host. Lowest install risk.
Credentials
Only FLOWSTUDIO_MCP_TOKEN is required (declared as primaryEnv), which is proportionate to calling the external MCP service. However, that single token likely grants broad access (read and possibly write) to flows; ensure the token's scope, lifetime, and permissions follow least-privilege principles.
Persistence & Privilege
always is false and there is no install-time persistence. Model invocation is allowed (platform default) — be aware the agent could call the external API when the skill is invoked, but the skill itself does not request permanent system-level privileges or modify other skills.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install power-automate-debug - After installation, invoke the skill by name or use
/power-automate-debug - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.1.0
Add metadata.openclaw declaring FLOWSTUDIO_MCP_TOKEN env var requirement to resolve security scan flag
v1.0.0
- Initial release of the Power Automate Debug skill for diagnosing failing flows via FlowStudio MCP.
- Provides step-by-step guidance on identifying failing runs, inspecting action outputs, and tracing root causes.
- Includes Python helper code for interacting with the MCP server.
- Describes both fast-path diagnosis for FlowStudio for Teams users and manual investigation steps for all.
- Outlines key API usage patterns, error decoding, and troubleshooting expression failures.
- Requires a FlowStudio MCP subscription for access.
Metadata
Frequently Asked Questions
What is Power Automate Debug?
Debug failing Power Automate cloud flows using the FlowStudio MCP server. Load this skill when asked to: debug a flow, investigate a failed run, why is this... It is an AI Agent Skill for Claude Code / OpenClaw, with 359 downloads so far.
How do I install Power Automate Debug?
Run "/install power-automate-debug" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Power Automate Debug free?
Yes, Power Automate Debug is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Power Automate Debug support?
Power Automate Debug is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Power Automate Debug?
It is built and maintained by ninihen1 (@ninihen1); the current version is v1.1.0.
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