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UnboundCompute

lachesis-mcp

Official

architecture_map

Group files into architecture communities from call and dependency graphs, showing internal and boundary edges and central hubs. Get a directory-independent view of subsystems and key functions.

Instructions

Read-only. Map the codebase's architecture: deterministic file communities over the call + dependency graph, each with internal/boundary edge counts and its call-graph hubs (labels are graph-derived member names, never generated prose). A directory-independent 'what are the big pieces' view — use communities for function-level subsystems and hubs for the central functions. All params optional; paginate communities with offset and files with file_offset.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
formatNotext (compact, default) | json (structured result page)
offsetNocommunity offset for paging
file_offsetNofile offset within each community for paging
component_depthNopath-prefix depth used to group files into components
max_communitiesNomaximum communities returned
max_files_per_communityNomaximum files listed per community

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. Changed5 schema fields changedv0.2.0
    • addedInput schema / properties / component_depth / description
      Added value: +"path-prefix depth used to group files into components"
    • addedInput schema / properties / file_offset / description
      Added value: +"file offset within each community for paging"
    • addedInput schema / properties / max_communities / description
      Added value: +"maximum communities returned"
    • addedInput schema / properties / max_files_per_community / description
      Added value: +"maximum files listed per community"
    • addedInput schema / properties / offset / description
      Added value: +"community offset for paging"
  2. First observedv1.0.0

TDQS

A4.9/5.0
Behavior5/5

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

With no annotations provided, the description carries the full behavioral burden. It leads with 'Read-only,' clearly states the deterministic graph-based computation, discloses that labels are graph-derived member names rather than generated prose, and explains the edge-count/hub output. This gives an agent an accurate model of the tool's behavior and side effects.

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?

Two compact sentences convey purpose, alternatives, pagination, and output semantics with zero filler. The read-only flag is front-loaded, and each phrase earns its place by either defining behavior or routing to sibling tools.

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?

For a 6-parameter, all-optional, no-output-schema tool, the description provides sufficient context: what is mapped, how results are structured, how to navigate paging, and which sibling tools to use in related cases. The schema covers parameter defaults and limits, while the description covers the conceptual and operational context needed to invoke the tool correctly.

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 description coverage is 100%, so the parameters are already fully documented. The description adds value beyond the schema by clarifying that all params are optional and by explicitly mapping `offset` to community pagination and `file_offset` to per-community file pagination. This contextual paging semantics goes beyond the schema's minimal wording.

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 a specific verb ('Map') with a precise resource (the codebase's architecture) and defines the output as deterministic file communities over the call + dependency graph with edge counts and hubs. It explicitly differentiates itself from sibling tools by naming `communities` and `hubs` as the function-level and central-function alternatives.

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 guidance on when to use this tool: as a directory-independent 'what are the big pieces' view, and when to use alternatives: `communities` for function-level subsystems and `hubs` for central functions. It also provides concrete invocation guidance with pagination semantics for `offset` and `file_offset`.

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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