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moxie.get_ai_context

Read-onlyIdempotent

Get the compact briefing an agent should read before editing this repository: index status, verified commands, agent tips, top conventions, open documentation gaps, and queued documentation opportunities. Read-only; no side effects. Returns a single Markdown document. Call this first at the start of a task; once you know which files you'll change, follow up with get_doc_impact for path-scoped guidance.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
repositoryNoThe target repository as "owner/name" (e.g. "acme/app"). Always pass this unless your token is scoped to a single repository. Matching is case-insensitive. If omitted when the token serves multiple repos, the call returns the list of repositories to choose from instead of an answer.

TDQS

A4.5/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false. The description redundantly states 'Read-only; no side effects' but adds value by disclosing the return format ('Returns a single Markdown document') and the fallback behavior when the token serves multiple repos. No contradictions.

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

Conciseness5/5

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

The description is brief but packed with essential information: purpose, content list, safety, return type, and usage order. It is front-loaded with the core action and structured logically, with zero fluff.

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 simple parameter set (1 optional param), rich annotations, and no output schema, the description covers everything an agent needs: what it does, when to use it, what it returns, and how to handle the edge case of omitted repository. It is fully complete for its complexity.

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 100% and the property description fully explains the repository parameter, including case-insensitivity and the multi-repo fallback. The tool description repeats this information but does not add any new semantics beyond what the schema already provides, so the baseline score of 3 applies.

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: it returns a compact briefing for pre-edit context, listing specific content (index status, commands, tips, etc.). It differentiates from siblings like get_conventions and get_doc_gaps by being a combined briefing, and it explicitly mentions get_doc_impact as a follow-up, showing awareness of sibling tools.

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 description gives explicit usage direction: 'Call this first at the start of a task' and instructs to follow up with get_doc_impact for path-scoped guidance. This provides clear when-to-use and an alternative, exceeding baseline expectations.

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

A4.5/5.0
Disambiguation4/5

Tools are mostly distinct by scope and intent, but get_doc_gaps overlaps with get_documentation_opportunities as a subset, and get_ai_context partially overlaps with conventions and gaps. The descriptions explicitly clarify these relationships, so an agent can usually pick correctly.

Naming Consistency5/5

All tools use a clear verb-prefixed snake_case pattern: get_, list_, propose_, review_, and search_. The naming is uniform and predictable across the entire set.

Tool Count5/5

12 tools is well within the ideal range for a documentation-assistant server. Each tool covers a distinct aspect of the workflow: discovery, context, targeted impact, proposals, and review.

Completeness5/5

The surface covers the full docs workflow: browse and search docs, retrieve conventions/gaps/opportunities, get location guidance, propose updates/removals, and review changes before commit. There are no obvious dead ends for the server's stated purpose.

Resources