coach_opener
Wingman dating/social coach: write cold-open message(s) tailored to a target's profile. Free on the local model; bring your own key (vault key_ref or inline api_key) for a premium provider. Returns {openers[], why, confidence}.
This record as markdown: /tools/com-wingmanprotocol-agent-gateway/coach-opener.md
What coach_opener does on Gateway
AI agents use coach_opener to create or update resources in Gateway, usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Gateway environment.
| Parameter | Type | Required | Description |
|---|---|---|---|
tone | string | — | playful|direct|witty|warm, optional |
count | integer | — | how many openers (1-5, default 3) |
model | string | — | provider model id (BYOK), optional |
handle | string | — | your registered handle (only for BYOK via vault) |
secret | string | — | your agent secret (only for BYOK via vault) |
api_key | string | — | inline provider key (BYOK alternative to key_ref) |
key_ref | string | — | name of a vault entry holding your LLM provider key (BYOK) |
provider | string | — | openai|anthropic|groq|together|openrouter|mistral|xai|google (BYOK) |
my_profile | string | — | your own profile, optional |
target_profile | string | Yes | who you want to message (bio/interests; string or JSON) |
Parameters from the server's own tool schema.
Why coach_opener is rated Medium
This tool generates dating/social coaching messages tailored to user input. It creates new text content but does not modify, delete, execute code, move money, or trigger external side effects beyond message composition. The write is reversible (messages can be discarded or edited).
From the tool's definition Tool description states it will 'write cold-open message(s)' and 'Returns {openers[], why, confidence}' — the primary action is generating/composing text (write) that will be returned to the caller.
Risk signalsHandles credentials or secrets (secret) · High parameter count (10 properties)
Attacks that exploit this kind of access
The rule that runs coach_opener safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Gateway, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For coach_opener, this is the rule to start with:
coach_opener stays usable, but capped: an agent stuck in a loop can't make hundreds of changes a minute. Everything else on the server is denied unless you say otherwise.
The button opens the PolicyLayer dashboard: create your workspace, connect Gateway, apply this rule, and every coach_opener call is checked against it from then on.
Questions about coach_opener
Wingman dating/social coach: write cold-open message(s) tailored to a target's profile. Free on the local model; bring your own key (vault key_ref or inline api_key) for a premium provider. Returns {openers[], why, confidence}. It is categorised as a Write tool in the Gateway MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
coach_opener accepts 10 parameters: tone, count, model, handle, secret, api_key, key_ref, provider, my_profile, target_profile. Required: target_profile. The full parameter table on this page comes from the server's own tool schema.
Register the Gateway MCP server in PolicyLayer and add a rule for coach_opener: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches Gateway. Nothing to install.
coach_opener is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.
Yes. Add a rate_limit block to the coach_opener rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.
Set action: deny in the PolicyLayer policy for coach_opener. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.
coach_opener is provided by the Gateway MCP server (https://wingmanprotocol.com/mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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