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cuttingfloor: tool descriptions scored io.github.Mvp2o-ai/cuttingfloor

tools/list taken
(UTC)
Connected to
https://api.cuttingfloor.ai/mcp
Scoring rules
v2
Score this URL as it is today

Scores, issues and names only

This page shows how cuttingfloor (io.github.Mvp2o-ai/cuttingfloor)'s tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

servers/io.github.Mvp2o-ai/cuttingfloor
Average score
61.8 / 100Cloudy
Tools
72
Near-identical descriptions
3

Across the server

  • Major
    72 tools. Above 40, models choose less accurately.too_many_tools
  • Minor
    The server's instructions are 5820 characters. Claude Code reads only the first 2,048 by default (Codex 0.154.0 reads them whole). Put what the server is for first.instructions_long

Tools whose descriptions are nearly the same

3 of 3 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
range.liftrange.extract0.790.33
clip.moveclip.split0.650.33
filter.setfilter.remove0.620.33

Tools

create.matte

42 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: gradient, gradient.from, gradient.to, gradient.kind, width, height, name, idempotency_key.param_no_description
  • Minor
    String arguments with no constraint or example: color, gradient.from, gradient.to.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

create.cutout

44 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
12 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: region.at_seconds, region.x, region.y, region.w, region.h, region.points, region.points[].x, region.points[].y, region.points[].keep, name, idempotency_key.param_no_description
  • Minor
    The meaning of the boolean argument region.points[].keep is unclear.vague_boolean
  • Minor
    Required identifiers whose description does not say where the value comes from: media_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

timeline.history

45 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
16 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: limit.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

create.voiceover

48 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
16 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: speed, name, idempotency_key.param_no_description
  • Minor
    The meaning of the boolean argument words is unclear.vague_boolean

transition.set

49 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
13 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: transition_id, kind, duration_frames.param_no_description
  • Minor
    String arguments with no constraint or example: transition_id.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: transition_id, timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

clip.set_enabled

50 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
14 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: clip_id, enabled.param_no_description
  • Minor
    String arguments with no constraint or example: clip_id.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    The meaning of the boolean argument enabled is unclear.vague_boolean
  • Minor
    Required identifiers whose description does not say where the value comes from: clip_id, timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

track.set

50 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
11 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: track_id, name, muted, hidden, locked.param_no_description
  • Minor
    String arguments with no constraint or example: track_id.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    The meaning of the boolean argument muted is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument hidden is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument locked is unclear.vague_boolean
  • Minor
    Required identifiers whose description does not say where the value comes from: track_id, timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

audio.fade

51 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
12 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: clip_id, in_frames, out_frames.param_no_description
  • Minor
    String arguments with no constraint or example: clip_id.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Required identifiers whose description does not say where the value comes from: clip_id, timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

create.stabilized

51 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
19 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: name, idempotency_key.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: media_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

filter.set

51 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
15 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as filter.remove's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use filter.remove instead.confusable_pair
  • Minor
    Arguments without a description: filter_id, enabled.param_no_description
  • Minor
    String arguments with no constraint or example: filter_id.loose_string_param
  • Minor
    The meaning of the boolean argument enabled is unclear.vague_boolean
  • Minor
    Required identifiers whose description does not say where the value comes from: filter_id, timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

timeline.diff

51 / 100Cloudy

Purpose
13 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context

clip.unlink

52 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
16 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: clip_id.param_no_description
  • Minor
    String arguments with no constraint or example: clip_id.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Required identifiers whose description does not say where the value comes from: clip_id, timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

create.upscaled

52 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
17 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: name, idempotency_key.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: media_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

clip.split

53 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
14 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as clip.move's (similarity 0.65); only the names and schemas tell them apart. Say in this description when to use clip.move instead.confusable_pair
  • Minor
    Arguments without a description: clip_id, at_frame.param_no_description
  • Minor
    String arguments with no constraint or example: clip_id.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Required identifiers whose description does not say where the value comes from: clip_id, timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

create.stems

53 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
16 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: name, idempotency_key.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: media_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

render.frames

53 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
21 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: long_edge.param_no_description

clip.link

54 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: clip_ids.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Required identifiers whose description does not say where the value comes from: clip_ids, timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

clip.set_blend

54 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
15 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: clip_id, mode.param_no_description
  • Minor
    String arguments with no constraint or example: clip_id.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Required identifiers whose description does not say where the value comes from: clip_id, timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

filter.remove

55 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
16 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as filter.set's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use filter.set instead.confusable_pair
  • Minor
    Arguments without a description: filter_id.param_no_description
  • Minor
    String arguments with no constraint or example: filter_id.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Required identifiers whose description does not say where the value comes from: filter_id, timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

timeline.set_sequence

55 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
11 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: sequence, sequence.width, sequence.height, sequence.fps, sequence.fps.num, sequence.fps.den, sequence.audio_rate, sequence.channels, sequence.color.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Required identifiers whose description does not say where the value comes from: timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

track.add

55 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
16 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: kind, name.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Required identifiers whose description does not say where the value comes from: timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

track.remove

55 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
16 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: track_id.param_no_description
  • Minor
    String arguments with no constraint or example: track_id.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Required identifiers whose description does not say where the value comes from: track_id, timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

transition.remove

55 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
16 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: transition_id.param_no_description
  • Minor
    String arguments with no constraint or example: transition_id.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Required identifiers whose description does not say where the value comes from: transition_id, timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

audio.set_pan

56 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
17 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: clip_id.param_no_description
  • Minor
    String arguments with no constraint or example: clip_id.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Required identifiers whose description does not say where the value comes from: clip_id, timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

clip.slip

56 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
17 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: clip_id.param_no_description
  • Minor
    String arguments with no constraint or example: clip_id.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Required identifiers whose description does not say where the value comes from: clip_id, timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

timeline.create

56 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
9 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: name, sequence, sequence.width, sequence.height, sequence.fps, sequence.fps.num, sequence.fps.den, sequence.audio_rate, sequence.channels, sequence.color, tracks.video, tracks.audio.param_no_description

adjustment.add

57 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: duration_frames.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Required identifiers whose description does not say where the value comes from: track_id, timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

job.list

57 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
13 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: status, limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

audio.set_master

58 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
19 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: gain_db.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

job.cancel

58 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Required identifiers whose description does not say where the value comes from: job_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

media.delete

58 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Required identifiers whose description does not say where the value comes from: media_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

clip.move

59 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
15 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as clip.split's (similarity 0.65); only the names and schemas tell them apart. Say in this description when to use clip.split instead.confusable_pair
  • Minor
    Arguments without a description: clip_id, to_frame, to_track_id.param_no_description
  • Minor
    String arguments with no constraint or example: clip_id, to_track_id.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Required identifiers whose description does not say where the value comes from: clip_id, timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

audio.set_gain

60 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
21 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Required identifiers whose description does not say where the value comes from: clip_id, timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

timeline.get

60 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
23 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Required identifiers whose description does not say where the value comes from: timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

clip.replace

61 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
19 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: clip_id.param_no_description
  • Minor
    String arguments with no constraint or example: clip_id.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: clip_id, media_id, timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

clip.slide

61 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
14 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: clip_id, to_frame.param_no_description
  • Minor
    String arguments with no constraint or example: clip_id.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Required identifiers whose description does not say where the value comes from: clip_id, timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

clip.set_animation

62 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: clip_id.param_no_description
  • Minor
    String arguments with no constraint or example: clip_id.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: clip_id, timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

clip.remove

63 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
19 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: clip_id.param_no_description
  • Minor
    String arguments with no constraint or example: clip_id.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: clip_id, timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

judge.ask

63 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    The description is long (472 words). It helps selection but costs steps and tokens.too_long

skills.search

63 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context

clip.set_speed

64 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
17 / 25
Return value
15 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: clip_id, curve[].at, curve[].rate, reverse.param_no_description
  • Minor
    String arguments with no constraint or example: clip_id.loose_string_param
  • Minor
    The meaning of the boolean argument reverse is unclear.vague_boolean
  • Minor
    Required identifiers whose description does not say where the value comes from: clip_id, timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

title.add

64 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: style.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: track_id, timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

clip.trim

65 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: clip_id, edge.param_no_description
  • Minor
    String arguments with no constraint or example: clip_id.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: clip_id, timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

create.motion

65 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
13 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Arguments without a description: duration_seconds, width, height, fps, assets, name, idempotency_key.param_no_description

export.timeline

65 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: overwrite, idempotency_key.param_no_description
  • Minor
    The meaning of the boolean argument overwrite is unclear.vague_boolean
  • Minor
    Required identifiers whose description does not say where the value comes from: timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

media.upload

65 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context

range.extract

65 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Its description is nearly the same as range.lift's (similarity 0.79); only the names and schemas tell them apart. Say in this description when to use range.lift instead.confusable_pair
  • Minor
    Arguments without a description: range.start, range.end.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

range.lift

65 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Its description is nearly the same as range.extract's (similarity 0.79); only the names and schemas tell them apart. Say in this description when to use range.extract instead.confusable_pair
  • Minor
    Arguments without a description: range.start, range.end.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

skills.get

65 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
23 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
5 / 10

No issues.

timeline.load

65 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
10 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Major
    Arguments without a description: timeline.name, timeline.sequence, timeline.sequence.width, timeline.sequence.height, timeline.sequence.fps, timeline.sequence.fps.num, timeline.sequence.fps.den, timeline.sequence.audio_rate, timeline.sequence.channels, timeline.sequence.color, timeline.tracks[].id, timeline.tracks[].kind, timeline.tracks[].name, timeline.tracks[].muted, timeline.tracks[].hidden, timeline.tracks[].locked, timeline.tracks[].clips, timeline.tracks[].clips[].id, timeline.tracks[].clips[].type, timeline.tracks[].clips[].kind, timeline.tracks[].clips[].track_id, timeline.tracks[].clips[].words[].text, timeline.tracks[].clips[].words[].start, timeline.tracks[].clips[].words[].end, timeline.tracks[].clips[].source.in, timeline.tracks[].clips[].source.out, timeline.tracks[].clips[].enabled, timeline.tracks[].clips[].fade, timeline.tracks[].clips[].fade.in_frames, timeline.tracks[].clips[].fade.out_frames, timeline.tracks[].clips[].blend, timeline.tracks[].transitions[].id, timeline.tracks[].transitions[].from_clip_id, timeline.tracks[].transitions[].to_clip_id, timeline.tracks[].transitions[].kind, timeline.tracks[].transitions[].start, timeline.tracks[].transitions[].end, timeline.media, timeline.master, timeline.master.gain_db, timeline.master.limit_db, timeline.timeline_id, timeline.parent, timeline.duration.param_no_description
  • Minor
    String arguments with no constraint or example: timeline.name, timeline.tracks[].id, timeline.tracks[].name, timeline.tracks[].clips[].id, timeline.tracks[].clips[].track_id, timeline.tracks[].clips[].media_id, timeline.tracks[].clips[].words[].text, timeline.tracks[].transitions[].id, timeline.tracks[].transitions[].from_clip_id, timeline.tracks[].transitions[].to_clip_id, timeline.timeline_id.loose_string_param
  • Minor
    The meaning of the boolean argument timeline.tracks[].muted is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument timeline.tracks[].hidden is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument timeline.tracks[].locked is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument timeline.tracks[].clips[].enabled is unclear.vague_boolean

export.video

66 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
14 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Arguments without a description: overrides.width, overrides.height, overrides.fps, overrides.crf, range.start, range.end, overwrite, idempotency_key.param_no_description
  • Minor
    The meaning of the boolean argument overwrite is unclear.vague_boolean
  • Minor
    Required identifiers whose description does not say where the value comes from: timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

filter.add

66 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
19 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: name.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

media.import

66 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
9 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Arguments without a description: file.file_id, file.mime_type, file.file_name, name, idempotency_key.param_no_description
  • Minor
    String arguments with no constraint or example: file.mime_type, file.file_name.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

text.set

66 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
22 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Required identifiers whose description does not say where the value comes from: timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

caption.add

67 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
13 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Major
    Arguments without a description: segments, segments[].start_frame, segments[].end_frame, segments[].text, segments[].words[].text, segments[].words[].start_frame, segments[].words[].end_frame, in_clip.clip_id, in_clip.segments, in_clip.segments[].start, in_clip.segments[].end, in_clip.segments[].text, in_clip.segments[].words, in_clip.segments[].words[].text, in_clip.segments[].words[].start, in_clip.segments[].words[].end, style.param_no_description
  • Minor
    String arguments with no constraint or example: in_clip.clip_id.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: track_id, timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

create.still

67 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
15 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Arguments without a description: width, height, assets, name, idempotency_key.param_no_description

media.list

67 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
25 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
5 / 10

No issues.

clip.roll

68 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
21 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Required identifiers whose description does not say where the value comes from: clip_id, timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

create.lipsync

68 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
16 / 25
Return value
15 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: range.start_seconds, range.end_seconds, audio_range.start_seconds, audio_range.end_seconds, name, idempotency_key.param_no_description

clip.freeze

69 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
17 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: clip_id, duration_frames.param_no_description
  • Minor
    String arguments with no constraint or example: clip_id.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: clip_id, timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

clip.set_mask

69 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
17 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: clip_id.param_no_description
  • Minor
    String arguments with no constraint or example: clip_id.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: clip_id, timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

edit.batch

69 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
17 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: ops[].tool, ops[].args.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

qa.check

69 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
17 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: range, range.start, range.end, black.min_seconds, silence.min_seconds.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

transition.add

69 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: duration_frames.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: clip_id, timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

clip.set_transform

73 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
16 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: fit, flip, crop, clip_id.param_no_description
  • Minor
    String arguments with no constraint or example: clip_id.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: clip_id, timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

media.get

78 / 100Clear

Purpose
20 / 20
When to use
5 / 20
Arguments
23 / 25
Return value
15 / 15
Constraints and side effects
10 / 10
Examples
5 / 10

No issues.

clip.add

79 / 100Clear

Purpose
20 / 20
When to use
5 / 20
Arguments
22 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Required identifiers whose description does not say where the value comes from: track_id, timeline_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

media.correlate

79 / 100Clear

Purpose
20 / 20
When to use
10 / 20
Arguments
22 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: idempotency_key.param_no_description

job.get

82 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

media.analyze

87 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
20 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    The description is long (1183 words). It helps selection but costs steps and tokens.too_long
  • Minor
    Arguments without a description: region.x, region.y, region.w, region.h, region.at_seconds, idempotency_key.param_no_description

media.listen

93 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
21 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    The description is long (448 words). It helps selection but costs steps and tokens.too_long
  • Minor
    Arguments without a description: idempotency_key.param_no_description

media.seek

97 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
22 / 25
Return value
15 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    The description is long (657 words). It helps selection but costs steps and tokens.too_long
  • Minor
    Arguments without a description: idempotency_key.param_no_description

What static scoring cannot tell

This score reads only the text of each description and schema: it says what is written, not what a model will do. Short tools whose names already say what they do, such as browser_close, score low here even when models use them well, and in our measurements current models chose the right tool in one step even from one-line descriptions, as long as the names and schemas differed. What the text cannot show, such as what happens over several steps and whether an added sentence helps or misleads, is what an evaluation measures, on the Pro and Team plans.

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