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project_brief

Load full context for a single project, including tasks, knowledge files, and recent session logs, to enable deep analysis and understanding.

Instructions

Load full context for a single project: description, body, open tasks, blocked tasks, knowledge files, and recent session logs. Use this when you need to dive deep into one project.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
projectYesProject slug or name.
recent_sessionsNoHow many recent session logs to include in full.
Behavior3/5

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

With no annotations, the description carries the full burden. It explains the tool loads data but does not explicitly state it is read-only, mention rate limits, or disclose any side effects. The description is adequate but lacks behavioral detail.

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 sentences, no wasted words. The first sentence immediately states the main purpose and content, and the second provides usage guidance. Highly efficient.

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

Completeness4/5

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

For a tool with 2 parameters and no output schema, the description gives a good summary of what is returned. It could mention that it is a read-only operation, but overall it is sufficiently complete for selection.

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%, but the description adds value by listing what the 'full context' includes (description, body, open tasks, etc.) and explaining the 'recent_sessions' parameter's purpose and default. This goes beyond the schema.

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 loads 'full context for a single project' and lists specific contents (description, body, open tasks, etc.), distinguishing it from siblings like 'project_list' (which lists projects) and 'briefing' (potentially broader).

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 includes 'Use this when you need to dive deep into one project,' providing clear usage context. It implies not to use for listing or overviews, but could be more explicit about when not to use.

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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