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start_connection

Connect a growth data source or distribution channel: mint a one-time link the FOUNDER opens in their own browser to approve it. You never complete the consent yourself; it is bound to their session. Returns url (hand it to the founder), poll_token, poll_after_seconds and expires_at; the link lasts 15 minutes. Then poll_connection until it reports connected. Refuses in plain words, before minting anything, when a connector is shut on this account. Free, spends nothing.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
providerYesWhich connector to connect. Use a provider id from list_connections: ga4, gsc, gbp, linkedin or reddit.

TDQS

A4.2/5.0
Behavior4/5

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

The description goes beyond the basic annotations (readOnly=false, destructive=false) by disclosing session binding ('bound to their session'), link expiry (15 minutes), the refusal behavior for shut connectors, and the 'Free, spends nothing' cost aspect. It does not mention potential side effects like creating a pending connection record, but still adds substantial context.

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?

The description is front-loaded with the purpose and packs essential information (returns, polling, refusal, cost) into a dense but readable block. It could be slightly more concise, but every sentence serves a practical need for the agent.

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

Completeness5/5

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

Given the tool has only one parameter and no output schema, the description is exceptionally complete: it lists exact return fields, provides the next-step action (poll_connection), specifies the timeout, covers an edge case (connector shut), and clarifies cost. This leaves little ambiguity for the agent.

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?

The schema already documents the provider parameter with 100% coverage, including valid values (ga4, gsc, etc.) and reference to list_connections. The description adds no additional parameter-level detail, so it meets the baseline but does not enhance semantics.

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?

The description clearly states the tool's purpose: 'Connect a growth data source or distribution channel' with a specific verb (connect) and resource (data source/channel). It distinguishes from siblings like poll_connection (which checks status) and list_connections (which lists available connectors) by detailing the one-time link flow and founder approval.

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

Usage Guidelines4/5

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

The description provides clear workflow guidance: 'Then poll_connection until it reports connected.' It also warns about a failure condition (when a connector is shut). However, it does not explicitly state when to avoid this tool or mention alternatives like disconnect_connection for removal, so it misses a bit on exclusions.

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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TDQS

A4/5.0
Disambiguation4/5

Most tools have clearly distinct purposes, and descriptions are thorough. A few pairs (e.g., ship_move vs set_output_status, dismiss_gap vs skip_move) overlap on the dismissal concept but operate on different surfaces, so an agent can usually tell them apart with careful reading.

Naming Consistency5/5

All tool names follow the same snake_case verb_noun pattern (e.g., get_move, create_checkout, untrack_prompt). Retrieval tools consistently use get_ for single items and list_ for collections, and action verbs are precise, so the naming is fully predictable.

Tool Count2/5

42 tools is heavy by any standard, exceeding the 25+ threshold in the calibration. While each tool may earn its place given the breadth of the domain, the sheer number will overwhelm an agent and complicate tool selection.

Completeness4/5

The tool set covers the main lifecycles well: moves (list/get/ship/skip/archive/undo/update), outputs (list/get/ship/redraft), connections (list/start/poll/disconnect), prompts (track/untrack/list), and scans (refresh/get/set intensity). Minor gaps exist, such as no direct edit for KB pages, but record_insight partially fills that.

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