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popper_understand

Index your codebase mechanically, then persist semantic architecture, conventions, and invariants for adversarial review.

Instructions

Mechanically index the codebase into .popper/, then (on a second call with interpretation) persist Claude's semantic architecture/conventions/invariants.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pathNoOptional project-relative subdirectory to scan (e.g. "packages/api"). Omit to scan the whole project root. Use it when the working directory holds multiple projects so the profile is grounded in the one repo you care about.
interpretationNoSemantic interpretation to persist; omit on the first (scan) call.
Behavior3/5

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

With no annotations provided, the description carries the full burden. It discloses two behavioral steps (indexing and persisting) and hints at file creation (into .popper/). However, it does not explain side effects such as whether existing .popper/ is overwritten, whether network access is required, or what happens if called multiple times. The reference to 'Claude's semantic architecture' assumes domain knowledge. More detail on destructive potential and prerequisites would improve transparency.

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 a single sentence that efficiently conveys the two-step process and parameter role. It is front-loaded with the main action. However, the phrase 'Mechanically index' could be clearer, and the sentence is somewhat dense. Still, it avoids verbosity and is well-structured.

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?

Given the tool's complexity (two-step process, nested parameter) and lack of output schema, the description is reasonably complete but has gaps. It does not explain return values or confirmation of success, nor does it mention prerequisites (e.g., must be in a codebase root or have Claude session). Error scenarios are not addressed. The two-call pattern is clearly described, but the overall picture is not fully comprehensive.

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%, so the schema already documents both parameters. The tool description adds value by explaining the two-call pattern (interpretation only on second call) and reinforcing the path usage. But it does not significantly enhance meaning beyond the schema descriptions. Baseline 3 is appropriate.

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 two-step purpose: indexing the codebase into .popper/ and then persisting semantic interpretation on a second call. The verb 'index' and 'persist' specify the action, and the resource (codebase, .popper/ directory) is explicit. This distinguishes it from sibling tools like popper_status or popper_implement.

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 provides clear guidance on the two-step calling pattern: omit interpretation on the first scan call and include it on the second. It also explains when to use the path parameter (for subdirectories in multi-project workspaces). However, it does not explicitly state when to use this tool versus alternatives like popper_clarify or popper_hypothesize, though the context of sibling names implies differentiation.

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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