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record_insight

Write one durable thing you have learned about this founder or their product into AfterLaunch's Memory, the record every growth and marketing draft is written from. WHEN: the moment the founder tells you something that will still be true next month and that AfterLaunch could not have measured itself. A standing preference, a rule about how they write, a fact not on the site yet, or what a shipped move actually earned. Recording it is part of the job, not a favour: AfterLaunch drafts from Memory, so anything you keep to yourself is a correction the next draft will need again. Record what LASTS. Never record chatter, a passing mood, a restatement of get_snapshot or get_kb_page, or anything you inferred rather than heard. One sentence in the founder's own terms, 10 to 500 characters. Free; requires the 'act' scope. Recording the same insight twice replaces your earlier note; a pinned note is left as it is. WHAT COMES BACK: the top of their board with move ids, so recording hands you your next instruction without a second call.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
kindYespreference = a standing choice about how they work. voice = how they write. fact = something true about the product. outcome = what a shipped move earned.
insightYesThe durable insight, as one plain sentence in the founder's own terms.
source_move_idNoOptional growth move id (uuid), from list_feed, when the insight surfaced while working one.

TDQS

A4.8/5.0
Behavior5/5

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

Beyond the readOnlyHint=false annotation, the description discloses that recording the same insight twice replaces the earlier note, that pinned notes are left unchanged, that it requires the 'act' scope, and what the return value contains. This is thorough behavioral disclosure that complements the sparse annotations.

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 lengthy but well-structured with labeled sections (WHEN, Never record, WHAT COMES BACK). Each sentence adds necessary context, though it could be tightened without losing key information. The front-loading of the core action helps, and the format is scannable.

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?

With no output schema and only two boolean annotations, the description carries the full burden. It covers purpose, timing, examples, exclusions, side effects, return value, and authentication scope. Very complete for a write tool of this complexity.

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

Parameters4/5

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

Schema coverage is 100%, so the baseline is 3. The description adds extra semantics by requiring the insight to be 'one sentence in the founder's own terms' and reinforcing that it must be heard, not inferred. It also maps kind values to the examples, adding context beyond the schema's already detailed descriptions.

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 opens with a specific verb-resource pair: 'Write one durable thing you have learned about this founder or their product into AfterLaunch's Memory.' It clearly distinguishes from siblings by explicitly warning not to restate get_snapshot or get_kb_page, and by framing recording as a distinct action.

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

Usage Guidelines5/5

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

The 'WHEN' section states exactly when to use it ('the moment the founder tells you something that will still be true next month') and the 'Never record' section provides explicit negative guidelines (no chatter, moods, or restatements). It also names specific sibling tools to avoid confusing with this one, giving strong when-to-use versus when-not-to guidance.

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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