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Plan a month of posts

plan_content

Lay out up to 30 days of posts for one app with one AI influencer: about ten silent reactions, a hook line per day, the posting order and one app footage, priced exactly. Free: nothing is made until run_content_plan with confirm true. Give the influencer (id or name), the app in a sentence (or nothing when it is on file), and the footage as for make_video (recording_upload, recording_file, app_video_url, or nothing when the app is on file from first_videos). The plan card shows the table and a Confirm button.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
appNoWhat the app does and who it is for. Optional when the app is on file.
daysNo7 to 30, default 30.
moodNoOne family only.
nameNoThe influencer name when the id is not known.
clipsNoHow many reactions, default 10 (each is the cost).
hooksNoHook lines the user or you wrote; the rest are written for the app.
purposeNoDefault feature_reveal.
durationNoClip length, default 5.
characterNoThe influencer id. Or pass name.
music_urlNoAn https link to a music file (mp3, wav or m4a, up to 20 MB) Optional.
influencerNoThe influencer id or name; the same as character or name.
music_fileNoA file the user attached to the chat, when the client supports that: a music file (mp3, wav or m4a, up to 20 MB) Optional.
music_uploadNoAn upload id from list_uploads (the user dropped the file on the upload page from request_upload): a music file (mp3, wav or m4a, up to 20 MB) Optional.
app_video_urlNoAn https link to the app screen recording (mp4, mov, m4v, 3gp or webm, up to 100 MB) Optional when the app is on file from first_videos.
hooks_per_clipNoHook variants per clip, default 3.
recording_fileNoA file the user attached to the chat, when the client supports that: the app screen recording (mp4, mov, m4v, 3gp or webm, up to 100 MB) Optional when the app is on file from first_videos.
recording_uploadNoAn upload id from list_uploads (the user dropped the file on the upload page from request_upload): the app screen recording (mp4, mov, m4v, 3gp or webm, up to 100 MB) Optional when the app is on file from first_videos.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
idYesThe plan id for run_content_plan and get_content_plan.
appYes
costYes
daysYes
nextYes
clipsYes
statusYesplanned, clips, videos, done or failed.
balanceYes
footageYes
progressYes
influencerYes
credits_chargedYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed3 schema fields changed
    • changedInput schema / properties / app_video_url / description
      Previous value: -"An https link to the app screen recording (mp4 or mov, up to 100 MB) Optional when the app is on file from first_videos."New value: +"An https link to the app screen recording (mp4, mov, m4v, 3gp or webm, up to 100 MB) Optional when the app is on file from first_videos."
    • changedInput schema / properties / recording_file / description
      Previous value: -"A file the user attached to the chat, when the client supports that: the app screen recording (mp4 or mov, up to 100 MB) Optional when the app is on file from first_videos."New value: +"A file the user attached to the chat, when the client supports that: the app screen recording (mp4, mov, m4v, 3gp or webm, up to 100 MB) Optional when the app is on file from first_videos."
    • changedInput schema / properties / recording_upload / description
      Previous value: -"An upload id from list_uploads (the user dropped the file on the upload page from request_upload): the app screen recording (mp4 or mov, up to 100 MB) Optional when the app is on file from first_videos."New value: +"An upload id from list_uploads (the user dropped the file on the upload page from request_upload): the app screen recording (mp4, mov, m4v, 3gp or webm, up to 100 MB) Optional when the app is on file from first_videos."
  2. First observed

TDQS

A4.7/5.0
Behavior5/5

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

Annotations only declare readOnlyHint=false, destructiveHint=false, openWorldHint=false. The description adds the non-obvious behavior that this call is free and produces nothing until run_content_plan with confirm true, plus the UI outcome ('the plan card shows the table and a Confirm button'). That is real behavioral context beyond the structured fields.

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?

Front-loads the purpose before the cost/confirm caveat and the input guidance, so the most important facts come first. The middle sentence is dense with parenthetical asides, but every clause carries actionable information.

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 17-parameter tool with an output schema and partial annotation coverage, the description covers what the call does, its cost/confirmation lifecycle, and the required conceptual inputs. Return values are correctly left to the output schema, though it says nothing about the many optional tuning params (mood, purpose, duration, music).

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?

With 100% schema coverage the baseline is 3, but the description goes further: it explains the influencer id-or-name duality, the app's optionality when on file, and groups the three mutually substitutable footage inputs (recording_upload, recording_file, app_video_url) by deferring to make_video. It omits mood/purpose/clips/hooks_per_clip, but those are fully documented in 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?

Opens with a concrete verb and resource: 'Lay out up to 30 days of posts for one app with one AI influencer,' and enumerates the plan's contents (reactions, hooks, order, footage, pricing). It is unambiguously distinct from siblings like run_content_plan (which executes the plan) and make_video (whose footage inputs it borrows).

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?

States the key gating condition explicitly: 'Free: nothing is made until run_content_plan with confirm true,' which tells the agent exactly when this tool is the right call versus the execution tool. It also gives conditional input guidance ('or nothing when it is on file from first_videos') and references make_video for footage semantics.

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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