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by setluca

Approve a knowledge suggestion

luca_knowledge_approve_suggestion
Destructive

Approves a profile suggestion and writes it into the coach's profile so later drafts read the approved change. Verify the excerpt supports it first, then pass confirm: true.

Instructions

Approve a profile suggestion and write it into the coach's profile. Every later draft reads the result, so check the excerpt supports the change before approving.

Luca operation: POST /api/knowledge/suggestions/{id}/approve Required scopes: knowledge:write Required OAuth scope: luca:queue_ops; data sensitivity: redacted Requires Idempotency-Key. Provide idempotencyKey for safe retries, or the server will generate one. Destructive: has a real-world side effect. You must pass confirm: true; the call is rejected without it. Use workspaceId or workspaceSlug to override the default workspace configured by environment.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
idYes
confirmNoThis tool has a real-world side effect: it messages real leads, books, moves, or cancels a call, changes a lead's consent, imports leads, writes to a connected calendar or CRM, sends workspace events to an outside URL, or re-triggers downstream automations. Pass confirm: true to proceed; the call is rejected without it.
workspaceIdNoOptional Luca workspace id override.
workspaceSlugNoOptional Luca workspace slug override.
idempotencyKeyNoStable key for safe retries. If omitted, the MCP server generates a unique key for this call.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.4.0

TDQS

A3.9/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Goes well beyond the annotations by disclosing required scopes (knowledge:write, luca:queue_ops), the idempotency-key requirement and fallback, the mandatory confirm:true gate, and the downstream effect on later drafts. Minor tension: it advertises 'safe retries' via an idempotency key while idempotentHint=false, though the key mechanism explains this rather than strictly contradicting it.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loads the purpose and effect, then organizes metadata into scannable lines. Some redundancy: the confirm requirement is stated in both the description body and the schema, and the forced-confirm sentence is verbose, but nothing is wasted overall.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present, return values need not be explained, and the description covers auth scopes, idempotency, the confirm gate, and workspace selection. It is largely complete for a destructive single-item mutation, though it doesn't say whether approval is reversible.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 80%, so most parameters (confirm, workspaceId/Slug, idempotencyKey) are already documented in the schema. The description restates the confirm and idempotency requirements and adds the workspace-override framing, but adds little genuine syntax or meaning beyond the schema. Baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb+resource ('Approve a profile suggestion and write it into the coach's profile') and distinguishes itself from siblings like luca_knowledge_reject_suggestion and luca_knowledge_suggestions. The downstream consequence ('every later draft reads the result') further pins down what approval means.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Gives a usage caution ('check the excerpt supports the change before approving'), which implies when to use it, but never explicitly names the alternative (luca_knowledge_reject_suggestion) or states when NOT to approve. Usage is implied rather than routed.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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