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Inspect Project

projects_inspect
Read-onlyIdempotent

Read bounded project context for editing, including timeline items, media assets, transcripts, captions, and stable IDs.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
modeNoBounded project context view to return.timeline
searchNoOptional media search when mode is assets or full.
projectIdYesProject UUID. UUID string.
assetLimitNoMaximum media assets to return (1-50).
assetOffsetNoMedia asset offset.
timelineLimitNoMaximum timeline items to return (1-1000).
timelineOffsetNoTimeline item offset.
transcriptLimitNoMaximum transcript segments to return (1-500).
captionWordLimitNoMaximum caption words to return (1-2000).
transcriptOffsetNoTranscript segment offset.
captionWordOffsetNoCaption word offset.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYes
modeYes
boundsYes

TDQS

A3.8/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the description is not burdened with safety disclosure. It adds the 'bounded' trait and lists content types, but does not describe pagination defaults, mode behavior, or other operational details beyond what the schema already provides.

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 entire description is a single, compact sentence that front-loads the core action ('Read bounded project context') and then efficiently enumerates the major content categories. No redundant words or filler.

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?

Given the high parameter count (11) and the presence of a full output schema, the description provides a sufficient high-level overview without needing to explain return values or parameter syntax. It could have mentioned the default mode or the purpose of the 'mode' parameter, but that is covered in the schema, so the description remains adequately complete.

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 baseline is 3. The description itself does not add parameter-specific meaning; it only states what content is included. All 11 parameters are fully documented in the schema, so no compensation is needed.

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 uses a specific verb ('Read') and identifies the exact resource ('bounded project context for editing') with a clear list of included content (timeline items, media assets, transcripts, captions, and stable IDs). This clearly distinguishes it from sibling tools like projects_get or media_transcript_get by emphasizing the consolidated yet bounded nature.

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 description implies usage during editing workflows by stating 'for editing', but it does not explicitly mention when to use this tool versus alternatives such as projects_get, media_assets_get, or media_transcript_get. There are no exclusions or explicit alternative references, leaving the decision to the agent.

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

B3.1/5.0
Disambiguation3/5

Most tools use clear domain prefixes, but several boundaries are fuzzy: clips_get and clips_manage both expose clip/export status, and update_timeline_clip overlaps with timeline_edit_apply for trim/duration changes. Detailed descriptions mitigate this, but an agent could still select the wrong tool for clip inspection or timeline edits.

Naming Consistency3/5

All names are snake_case and mostly readable, but the server mixes verb-first names (add_text_overlay, delete_timeline_items, update_timeline_clip) with noun-first domain-action names (clips_create, generation_*_create, media_import_*). The domain-prefix pattern dominates, yet the inconsistent verb placement makes the convention only partially predictable.

Tool Count1/5

58 tools is far beyond the 25+ threshold and matches the rubric's 50+ extreme-mismatch example. Even though the domain is broad, this surface would be easier for an agent to navigate if split into focused servers for media, generation, timeline editing, clips, and workflows.

Completeness3/5

Core video-editing flows are well represented: project creation/inspection, timeline item editing/deletion, media import/upload, AI generation, exports, and clips. However, lifecycle gaps remain—no project update/delete, no media asset deletion, no delete for characters or story kits, and no export cancellation—so some user requests will dead-end.

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