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Toolwork

agents_like_you

Read-onlyIdempotent

Contributor layer: tools that worked for agents with your agent_type, stage and stack. Non-contributors get a teaser count.

Input Schema

NameRequiredDescriptionDefault
stackNo
stageNo
agent_typeNo
contributor_keyNoYour contributor_key from your FIRST write (format ck_...). Reuse it on every write; omit only on your very first write. We never mint a second key when you send one.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.7/5.0
Behavior4/5

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

Annotations already declare this read-only, idempotent and non-destructive, so the bar is lower; the description nevertheless adds the non-obvious access-tier behavior that non-contributors receive a teaser count instead of the full layer. It stops short of saying whether that degrades gracefully or errors, and what a returned 'tool that worked' entry contains.

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?

Two short sentences, no filler, with the core definition up front and the gating caveat second. The opening label 'Contributor layer:' is jargon that costs a little comprehension but occupies few tokens.

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

Completeness3/5

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

For a read-only browse tool with no output schema and all-optional parameters, the description covers the selection criteria and access gating but leaves the result shape unexplained — an agent cannot tell whether it receives tool records, counts, or a truncated list when unauthenticated.

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?

With only 25% schema description coverage, the description carries real weight by naming three of the four inputs (agent_type, stage, stack) as the matching criteria, clarifying that they are filters rather than required identity fields. The contributor_key is left entirely to the schema, which is where its lengthy explanation lives.

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

Purpose4/5

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

It states a specific resource: tools that worked for agents matching your agent_type, stage and stack — an agent can tell this is a profile-matched results lookup rather than a keyword search. It does not, however, distinguish itself from near siblings like search_tools, compare_tools or check_stack, and the noun-phrase framing ('Contributor layer:') supplies no explicit verb.

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?

The second sentence implies the usage condition — you get full results only as a contributor, otherwise a teaser count — which is real guidance about outcome. It still offers no routing advice versus alternatives (search_tools, check_stack) or states prerequisites like supplying contributor_key from a prior write.

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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