TuneWorks: tool descriptions scored io.github.chrismore/tuneworks

tools/list taken: 2026-11-02 (UTC)
From: Official MCP Registry
Connected to: https://tuneworks.ai/mcp
Repository: github.com/chrismore/tuneworks
Scoring rules: v2
Removal: support@forecall.dev

Scores, issues and names only

This page shows how TuneWorks (io.github.chrismore/tuneworks)'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.chrismore/tuneworks

Average score: 41.3 / 100Cloudy
Tools: 100
Near-identical descriptions: 11

Across the server

Major
100 tools. Above 40, models choose less accurately.too_many_tools

Tools whose descriptions are nearly the same

11 of 11 pairs shown, highest description similarity first.
Tool	Tool	Description similarity	Name similarity
create_maintenance	update_maintenance	0.80	0.33
create_vehicle_modification	update_vehicle_modification	0.71	0.50
archive_session	archive_maintenance	0.69	0.33
delete_vehicle_make	delete_custom_track	0.67	0.20
remove_team_member	leave_team	0.62	0.25
create_setup	create_session	0.60	0.33
update_setup	update_session	0.60	0.33
archive_setup	archive_session	0.60	0.33
archive_setup	archive_maintenance	0.60	0.33
create_session	update_session	0.60	0.33
add_shop_list_category	add_shop_list_item	0.60	0.60

Tools

list_custom_tracks

23 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 2 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (8 words).restates_name
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: query, limit.param_no_description
Minor
String arguments with no constraint or example: query.loose_string_param
Minor
No `required` list, so every argument is optional.no_required

create_team

26 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (8 words).restates_name
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: name.param_no_description
Minor
String arguments with no constraint or example: name.loose_string_param

create_vehicle_make

26 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (9 words).restates_name
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: make, teamId.param_no_description
Minor
String arguments with no constraint or example: make, teamId.loose_string_param

create_vehicle_modification

26 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (9 words).restates_name
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: vehicleId, category, system, status, purpose, brand, partName, partNumber, quantity, datePurchased, dateInstalled, installedByName, cost, laborCost, purchasedFrom, installMileage, installHours, removedAt, replacedModId, notes.param_no_description
Minor
Its description is nearly the same as update_vehicle_modification's (similarity 0.71); only the names and schemas tell them apart. Say in this description when to use update_vehicle_modification instead.confusable_pair
Minor
String arguments with no constraint or example: vehicleId, category, system, purpose, brand, partName, partNumber, datePurchased, dateInstalled, installedByName, purchasedFrom, installMileage, installHours, removedAt, replacedModId, notes.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: vehicleId. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_custom_track

26 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (5 words).restates_name
Major
The description is too short (5 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: trackId.param_no_description
Minor
String arguments with no constraint or example: trackId.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: trackId. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_vehicle_modification

26 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (9 words).restates_name
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: vehicleId, modificationId.param_no_description
Minor
String arguments with no constraint or example: vehicleId, modificationId.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: vehicleId, modificationId. Name the tool or the place that returns it, or models look it up first.id_source_missing

list_favorite_charts

26 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (7 words).restates_name
Major
The description is too short (7 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: vehicleId.param_no_description
Minor
String arguments with no constraint or example: vehicleId.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: vehicleId. Name the tool or the place that returns it, or models look it up first.id_source_missing

list_vehicle_modifications

26 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (9 words).restates_name
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: vehicleId, limit.param_no_description
Minor
String arguments with no constraint or example: vehicleId.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: vehicleId. Name the tool or the place that returns it, or models look it up first.id_source_missing

rename_team

26 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (5 words).restates_name
Major
The description is too short (5 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: teamId, name.param_no_description
Minor
String arguments with no constraint or example: teamId, name.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: teamId. Name the tool or the place that returns it, or models look it up first.id_source_missing

update_vehicle_make

26 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (7 words).restates_name
Major
The description is too short (7 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: id, make, teamId.param_no_description
Minor
String arguments with no constraint or example: make, teamId.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

update_vehicle_modification

26 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (9 words).restates_name
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: vehicleId, modificationId, category, system, status, purpose, brand, partName, partNumber, quantity, datePurchased, dateInstalled, installedByName, cost, laborCost, purchasedFrom, installMileage, installHours, removedAt, replacedModId, notes.param_no_description
Minor
Its description is nearly the same as create_vehicle_modification's (similarity 0.71); only the names and schemas tell them apart. Say in this description when to use create_vehicle_modification instead.confusable_pair
Minor
String arguments with no constraint or example: vehicleId, modificationId, category, system, purpose, brand, partName, partNumber, datePurchased, dateInstalled, installedByName, purchasedFrom, installMileage, installHours, removedAt, replacedModId, notes.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: vehicleId, modificationId. Name the tool or the place that returns it, or models look it up first.id_source_missing

update_team_member_role

28 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 7 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (6 words).restates_name
Major
The description is too short (6 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: teamId, userId, role.param_no_description
Minor
String arguments with no constraint or example: teamId.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: teamId, userId. Name the tool or the place that returns it, or models look it up first.id_source_missing

create_session

29 / 100Rain

Purpose: 10 / 20
When to use: 0 / 20
Arguments: 4 / 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: vehicleId, sessionFormat, setupId, dataLogIds, eventType, eventName, location, track, drivers, bestTime, performanceFigures, additionalSessionDetails, overallBalance, braking, cornerEntry, midCorner, cornerExit, traction, worked, didNotWork, suggestedSetupChange.param_no_description
Minor
Its description is nearly the same as create_setup's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use create_setup instead.confusable_pair
Minor
Its description is nearly the same as update_session's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use update_session instead.confusable_pair
Minor
String arguments with no constraint or example: vehicleId, setupId, eventName, location, track, drivers, bestTime, performanceFigures, additionalSessionDetails, overallBalance, braking, cornerEntry, midCorner, cornerExit, traction, worked, didNotWork, suggestedSetupChange.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: vehicleId. Name the tool or the place that returns it, or models look it up first.id_source_missing

update_session

29 / 100Rain

Purpose: 10 / 20
When to use: 0 / 20
Arguments: 4 / 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: sessionId, vehicleId, sessionFormat, setupId, dataLogIds, eventType, eventName, location, track, drivers, bestTime, performanceFigures, additionalSessionDetails, overallBalance, braking, cornerEntry, midCorner, cornerExit, traction, worked, didNotWork, suggestedSetupChange.param_no_description
Minor
Its description is nearly the same as update_setup's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use update_setup instead.confusable_pair
Minor
Its description is nearly the same as create_session's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use create_session instead.confusable_pair
Minor
String arguments with no constraint or example: sessionId, vehicleId, setupId, eventName, location, track, drivers, bestTime, performanceFigures, additionalSessionDetails, overallBalance, braking, cornerEntry, midCorner, cornerExit, traction, worked, didNotWork, suggestedSetupChange.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: sessionId. Name the tool or the place that returns it, or models look it up first.id_source_missing

delete_custom_track

31 / 100Rain

Purpose: 6 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (8 words).restates_name
Major
Arguments without a description: trackId, confirmed.param_no_description
Minor
Its description is nearly the same as delete_vehicle_make's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use delete_vehicle_make instead.confusable_pair
Minor
String arguments with no constraint or example: trackId.loose_string_param
Minor
The meaning of the boolean argument confirmed is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: trackId. Name the tool or the place that returns it, or models look it up first.id_source_missing

delete_team

31 / 100Rain

Purpose: 6 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (6 words).restates_name
Major
The description is too short (6 words).too_short
Major
Arguments without a description: teamId, confirmed.param_no_description
Minor
String arguments with no constraint or example: teamId.loose_string_param
Minor
The meaning of the boolean argument confirmed is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: teamId. Name the tool or the place that returns it, or models look it up first.id_source_missing

remove_team_member

31 / 100Rain

Purpose: 6 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (9 words).restates_name
Major
Arguments without a description: teamId, userId, confirmed.param_no_description
Minor
Its description is nearly the same as leave_team's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use leave_team instead.confusable_pair
Minor
String arguments with no constraint or example: teamId.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 confirmed is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: teamId, userId. Name the tool or the place that returns it, or models look it up first.id_source_missing

revoke_team_invite

31 / 100Rain

Purpose: 6 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (8 words).restates_name
Major
Arguments without a description: teamId, inviteId, confirmed.param_no_description
Minor
String arguments with no constraint or example: teamId, inviteId.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 confirmed is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: teamId, inviteId. Name the tool or the place that returns it, or models look it up first.id_source_missing

update_user_preferences

31 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 10 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (8 words).restates_name
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: preferences.param_no_description

update_shop_list

32 / 100Rain

Purpose: 10 / 20
When to use: 0 / 20
Arguments: 7 / 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: listId, title, note, vehicleId, setupId, sessionId, status, items, items[].label, items[].section, items[].quantity, items[].status, items[].sortOrder, categories, categories[].name, categories[].sortOrder.param_no_description
Minor
String arguments with no constraint or example: listId, title, note, vehicleId, setupId, sessionId, items[].label, items[].section, categories[].name.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: listId. Name the tool or the place that returns it, or models look it up first.id_source_missing

complete_maintenance

33 / 100Rain

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 5 / 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: vehicleId, trackerId, completedAt, mileage, engineHours, trackEvents, logCount, notes.param_no_description
Minor
String arguments with no constraint or example: vehicleId, trackerId, completedAt, notes.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: vehicleId, trackerId. Name the tool or the place that returns it, or models look it up first.id_source_missing

copy_session

33 / 100Rain

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 5 / 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: sessionId.param_no_description
Minor
String arguments with no constraint or example: sessionId.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: sessionId. Name the tool or the place that returns it, or models look it up first.id_source_missing

create_chart_channel_set

33 / 100Rain

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description is too short (7 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: name, channels.param_no_description
Minor
String arguments with no constraint or example: name.loose_string_param

get_shop_list

33 / 100Rain

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 5 / 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: listId.param_no_description
Minor
String arguments with no constraint or example: listId.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: listId. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_vehicle_map_config

33 / 100Rain

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 5 / 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: vehicleId.param_no_description
Minor
String arguments with no constraint or example: vehicleId.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: vehicleId. Name the tool or the place that returns it, or models look it up first.id_source_missing

update_custom_track

33 / 100Rain

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 5 / 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: trackId, venue, city, region, country, countryCode, teamId.param_no_description
Minor
String arguments with no constraint or example: trackId, venue, city, region, country, countryCode, teamId.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: trackId. Name the tool or the place that returns it, or models look it up first.id_source_missing

update_unit_settings

33 / 100Rain

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 5 / 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: settings, settings[].category, settings[].unit.param_no_description
Minor
String arguments with no constraint or example: settings[].category, settings[].unit.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

add_shop_list_category

34 / 100Rain

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 5 / 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: listId, name, sortOrder.param_no_description
Minor
Its description is nearly the same as add_shop_list_item's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use add_shop_list_item instead.confusable_pair
Minor
String arguments with no constraint or example: listId, name.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: listId. Name the tool or the place that returns it, or models look it up first.id_source_missing

create_favorite_chart

34 / 100Rain

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 6 / 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: vehicleId, sourceLogId, source, channelSetId, title, chartConfig, notes.param_no_description
Minor
String arguments with no constraint or example: vehicleId, sourceLogId, title, notes.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: vehicleId, sourceLogId. Name the tool or the place that returns it, or models look it up first.id_source_missing

delete_ecu_file

34 / 100Rain

Purpose: 6 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Major
The description only restates the name (9 words).restates_name
Major
Arguments without a description: id, confirmed.param_no_description
Minor
String arguments with no constraint or example: id.loose_string_param
Minor
The meaning of the boolean argument confirmed is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

list_ai_race_engineer_transcripts

34 / 100Rain

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 2 / 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: vehicleId, limit.param_no_description
Minor
String arguments with no constraint or example: vehicleId.loose_string_param
Minor
No `required` list, so every argument is optional.no_required

list_teams

34 / 100Rain

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 2 / 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: teamId.param_no_description
Minor
String arguments with no constraint or example: teamId.loose_string_param
Minor
No `required` list, so every argument is optional.no_required

retry_ecu_file

34 / 100Rain

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 5 / 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: id.param_no_description
Minor
String arguments with no constraint or example: id.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

delete_vehicle_modification

35 / 100Rain

Purpose: 10 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: vehicleId, modificationId, confirmed.param_no_description
Minor
String arguments with no constraint or example: vehicleId, modificationId.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 confirmed is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: vehicleId, modificationId. Name the tool or the place that returns it, or models look it up first.id_source_missing

save_vehicle_map_config

35 / 100Rain

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 7 / 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: vehicleId, lapType, selections, signs, channels.param_no_description
Minor
String arguments with no constraint or example: vehicleId.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: vehicleId. Name the tool or the place that returns it, or models look it up first.id_source_missing

create_shop_list

36 / 100Rain

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 7 / 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: title, note, vehicleId, setupId, sessionId, status, items, items[].label, items[].section, items[].quantity, items[].status, items[].sortOrder, categories, categories[].name, categories[].sortOrder.param_no_description
Minor
String arguments with no constraint or example: title, note, vehicleId, setupId, sessionId, items[].label, items[].section, categories[].name.loose_string_param

delete_favorite_chart

36 / 100Rain

Purpose: 6 / 20
When to use: 5 / 20
Arguments: 10 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (8 words).restates_name
Major
Arguments without a description: chartId, confirmed.param_no_description
Minor
The meaning of the boolean argument confirmed is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: chartId. Name the tool or the place that returns it, or models look it up first.id_source_missing

delete_vehicle_make

36 / 100Rain

Purpose: 6 / 20
When to use: 5 / 20
Arguments: 10 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (9 words).restates_name
Major
Arguments without a description: id, confirmed.param_no_description
Minor
Its description is nearly the same as delete_custom_track's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use delete_custom_track instead.confusable_pair
Minor
The meaning of the boolean argument confirmed is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

update_shop_list_item

36 / 100Rain

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 7 / 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: listId, itemId, status, quantity.param_no_description
Minor
String arguments with no constraint or example: listId, itemId.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: listId, itemId. Name the tool or the place that returns it, or models look it up first.id_source_missing

update_vehicle

36 / 100Rain

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 7 / 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: vehicleId, make, model, subModel, year, purpose, owner, displacement, engineType, aspiration, cylindersOrRotors, fuel, fuelRating, vin, mileage, engineModel, engineHours, transmissionType, transmissionSpeeds, modifications.param_no_description
Minor
String arguments with no constraint or example: vehicleId, make, model, subModel, owner, displacement, cylindersOrRotors, fuelRating, vin, mileage, engineModel, engineHours, transmissionSpeeds, modifications.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: vehicleId. Name the tool or the place that returns it, or models look it up first.id_source_missing

add_shop_list_item

37 / 100Rain

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 8 / 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: listId, label, quantity, status, sortOrder.param_no_description
Minor
Its description is nearly the same as add_shop_list_category's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use add_shop_list_category instead.confusable_pair
Minor
String arguments with no constraint or example: listId, label, section.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: listId. Name the tool or the place that returns it, or models look it up first.id_source_missing

copy_shop_list

37 / 100Rain

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 5 / 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: listId.param_no_description
Minor
String arguments with no constraint or example: listId.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: listId. Name the tool or the place that returns it, or models look it up first.id_source_missing

create_custom_track

37 / 100Rain

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 5 / 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: venue, city, region, country, countryCode, teamId.param_no_description
Minor
String arguments with no constraint or example: venue, city, region, country, countryCode, teamId.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

get_log_context

37 / 100Rain

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 5 / 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: logId.param_no_description
Minor
String arguments with no constraint or example: logId.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: logId. Name the tool or the place that returns it, or models look it up first.id_source_missing

list_logs

37 / 100Rain

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 5 / 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: vehicleId, limit.param_no_description
Minor
String arguments with no constraint or example: vehicleId.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: vehicleId. Name the tool or the place that returns it, or models look it up first.id_source_missing

reset_shop_list_items

37 / 100Rain

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 5 / 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: listId, confirmed.param_no_description
Minor
String arguments with no constraint or example: listId.loose_string_param
Minor
The meaning of the boolean argument confirmed is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: listId. Name the tool or the place that returns it, or models look it up first.id_source_missing

create_maintenance

38 / 100Rain

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 9 / 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: vehicleId, name, category, intervalType, intervalValue, reminderDaysBefore, notes.param_no_description
Minor
Its description is nearly the same as update_maintenance's (similarity 0.80); only the names and schemas tell them apart. Say in this description when to use update_maintenance instead.confusable_pair
Minor
String arguments with no constraint or example: vehicleId, name, notes.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: vehicleId. Name the tool or the place that returns it, or models look it up first.id_source_missing

delete_object_attachment

38 / 100Rain

Purpose: 13 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: fileId, confirmed.param_no_description
Minor
String arguments with no constraint or example: fileId.loose_string_param
Minor
The meaning of the boolean argument confirmed is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: fileId. Name the tool or the place that returns it, or models look it up first.id_source_missing

leave_team

38 / 100Rain

Purpose: 13 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: teamId, confirmed.param_no_description
Minor
Its description is nearly the same as remove_team_member's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use remove_team_member instead.confusable_pair
Minor
String arguments with no constraint or example: teamId.loose_string_param
Minor
The meaning of the boolean argument confirmed is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: teamId. Name the tool or the place that returns it, or models look it up first.id_source_missing

mark_chart_channel_set_used

38 / 100Rain

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 10 / 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: id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

update_maintenance

38 / 100Rain

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 9 / 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: vehicleId, trackerId, name, category, intervalType, intervalValue, reminderDaysBefore, notes.param_no_description
Minor
Its description is nearly the same as create_maintenance's (similarity 0.80); only the names and schemas tell them apart. Say in this description when to use create_maintenance instead.confusable_pair
Minor
String arguments with no constraint or example: vehicleId, trackerId, name, notes.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: vehicleId, trackerId. Name the tool or the place that returns it, or models look it up first.id_source_missing

update_setup

38 / 100Rain

Purpose: 10 / 20
When to use: 0 / 20
Arguments: 13 / 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
Its description is nearly the same as update_session's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use update_session instead.confusable_pair
Minor
Arguments without a description: setupId, vehicleId, setupName, influencedSessionId, dataLogIds.param_no_description
Minor
String arguments with no constraint or example: setupId, vehicleId, setupName, influencedSessionId.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: setupId. Name the tool or the place that returns it, or models look it up first.id_source_missing

list_maintenance

39 / 100Rain

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 10 / 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
No `required` list, so every argument is optional.no_required

list_sessions

39 / 100Rain

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 10 / 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
No `required` list, so every argument is optional.no_required

list_setups

39 / 100Rain

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 10 / 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
No `required` list, so every argument is optional.no_required

create_vehicle

40 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 8 / 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: make, model, subModel, year, displacement, engineType, aspiration, cylindersOrRotors, fuel, fuelRating, vin, mileage, engineModel, engineHours, transmissionType, transmissionSpeeds, modifications.param_no_description
Minor
String arguments with no constraint or example: make, model, subModel, displacement, cylindersOrRotors, fuelRating, vin, mileage, engineModel, engineHours, transmissionSpeeds, modifications.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

delete_chart_channel_set

40 / 100Cloudy

Purpose: 10 / 20
When to use: 5 / 20
Arguments: 10 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: id, confirmed.param_no_description
Minor
The meaning of the boolean argument confirmed is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

list_object_attachments

40 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 5 / 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
Major
Arguments without a description: objectType, objectId.param_no_description
Minor
String arguments with no constraint or example: objectType, objectId.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: objectId. Name the tool or the place that returns it, or models look it up first.id_source_missing

process_ecu_file

40 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 5 / 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: id.param_no_description
Minor
String arguments with no constraint or example: id.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

list_shop_lists

41 / 100Cloudy

Purpose: 14 / 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
Minor
Arguments without a description: limit.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

list_vehicles

41 / 100Cloudy

Purpose: 14 / 20
When to use: 5 / 20
Arguments: 7 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: limit.param_no_description
Minor
No `required` list, so every argument is optional.no_required

send_team_invite

41 / 100Cloudy

Purpose: 13 / 20
When to use: 5 / 20
Arguments: 8 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: teamId, email, role, confirmed.param_no_description
Minor
String arguments with no constraint or example: teamId.loose_string_param
Minor
The meaning of the boolean argument confirmed is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: teamId. Name the tool or the place that returns it, or models look it up first.id_source_missing

archive_vehicle_modification

42 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: vehicleId, modificationId, confirmed.param_no_description
Minor
String arguments with no constraint or example: vehicleId, modificationId.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 confirmed is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: vehicleId, modificationId. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_share_build_options

42 / 100Cloudy

Purpose: 10 / 20
When to use: 0 / 20
Arguments: 17 / 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
No `required` list, so every argument is optional.no_required

recommend_autocross_damper_adjustment

42 / 100Cloudy

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 10 / 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
Major
Arguments without a description: phase, symptom, axle, severity.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

analyze_tire_temperatures

44 / 100Cloudy

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 12 / 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
Major
Arguments without a description: unit, targetTemp, tempWindow, frontCamberSpread, rearCamberSpread.param_no_description

list_shop_list_items

44 / 100Cloudy

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 15 / 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: listId.param_no_description
Minor
String arguments with no constraint or example: listId.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: listId. Name the tool or the place that returns it, or models look it up first.id_source_missing

create_setup

45 / 100Cloudy

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 11 / 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: vehicleId, setupName, influencedSessionId, dataLogIds.param_no_description
Minor
Its description is nearly the same as create_session's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use create_session instead.confusable_pair
Minor
String arguments with no constraint or example: vehicleId, setupName, influencedSessionId.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: vehicleId. Name the tool or the place that returns it, or models look it up first.id_source_missing

inspect_ecu_file

45 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Major
Arguments without a description: id, table.param_no_description
Minor
String arguments with no constraint or example: id, table.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

list_ai_log_tuner_transcripts

46 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 7 / 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: limit.param_no_description
Minor
No `required` list, so every argument is optional.no_required

archive_maintenance

47 / 100Cloudy

Purpose: 17 / 20
When to use: 10 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: vehicleId, trackerId, confirmed.param_no_description
Minor
Its description is nearly the same as archive_session's (similarity 0.69); only the names and schemas tell them apart. Say in this description when to use archive_session instead.confusable_pair
Minor
Its description is nearly the same as archive_setup's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use archive_setup instead.confusable_pair
Minor
String arguments with no constraint or example: vehicleId, trackerId.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 confirmed is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: vehicleId, trackerId. Name the tool or the place that returns it, or models look it up first.id_source_missing

archive_session

47 / 100Cloudy

Purpose: 17 / 20
When to use: 10 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: sessionId, confirmed.param_no_description
Minor
Its description is nearly the same as archive_maintenance's (similarity 0.69); only the names and schemas tell them apart. Say in this description when to use archive_maintenance instead.confusable_pair
Minor
Its description is nearly the same as archive_setup's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use archive_setup instead.confusable_pair
Minor
String arguments with no constraint or example: sessionId.loose_string_param
Minor
The meaning of the boolean argument confirmed is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: sessionId. Name the tool or the place that returns it, or models look it up first.id_source_missing

archive_setup

47 / 100Cloudy

Purpose: 17 / 20
When to use: 10 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: setupId, confirmed.param_no_description
Minor
Its description is nearly the same as archive_session's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use archive_session instead.confusable_pair
Minor
Its description is nearly the same as archive_maintenance's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use archive_maintenance instead.confusable_pair
Minor
String arguments with no constraint or example: setupId.loose_string_param
Minor
The meaning of the boolean argument confirmed is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: setupId. Name the tool or the place that returns it, or models look it up first.id_source_missing

archive_vehicle

47 / 100Cloudy

Purpose: 17 / 20
When to use: 10 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: vehicleId, confirmed.param_no_description
Minor
String arguments with no constraint or example: vehicleId.loose_string_param
Minor
The meaning of the boolean argument confirmed is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: vehicleId. Name the tool or the place that returns it, or models look it up first.id_source_missing

diagnose_handling_issue

47 / 100Cloudy

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 15 / 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: balance, phase.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

find_autocross_sites

48 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 10 / 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
Major
Arguments without a description: latitude, longitude, radiusMiles, minimumWidthMeters, minimumLengthMeters, minimumReviewScore.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

archive_shop_list

50 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 13 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Minor
Arguments without a description: listId.param_no_description
Minor
String arguments with no constraint or example: listId.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: listId. Name the tool or the place that returns it, or models look it up first.id_source_missing

delete_shop_list

50 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 13 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Minor
Arguments without a description: listId.param_no_description
Minor
String arguments with no constraint or example: listId.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: listId. Name the tool or the place that returns it, or models look it up first.id_source_missing

preview_share_build

51 / 100Cloudy

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 22 / 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: vehicleId. Name the tool or the place that returns it, or models look it up first.id_source_missing

send_share_build

51 / 100Cloudy

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 22 / 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: vehicleId. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_ai_log_tuner_transcript

52 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 20 / 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: logId. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_ai_race_engineer_transcript

52 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 20 / 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: chatId. Name the tool or the place that returns it, or models look it up first.id_source_missing

list_chart_channel_sets

53 / 100Cloudy

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 25 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description is too short (4 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context

get_tuneworks_app_capabilities

54 / 100Cloudy

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 25 / 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

list_ecu_files

54 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 17 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Minor
No `required` list, so every argument is optional.no_required

get_vehicle_context

56 / 100Cloudy

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 20 / 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: vehicleId. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_user_settings

57 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 25 / 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

get_garage_summary

61 / 100Cloudy

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 25 / 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

calculate_ethanol_blend

62 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 22 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Minor
Arguments without a description: mode, volumeUnit.param_no_description

calculate_brake_bias

63 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 25 / 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
The description mentions none of its 3 or more arguments.params_not_in_description

calculate_corner_balance

63 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 25 / 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
The description mentions none of its 3 or more arguments.params_not_in_description

calculate_fuel_injector_size

63 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 25 / 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

calculate_lap_time_delta

63 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 25 / 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
The description mentions none of its 3 or more arguments.params_not_in_description

calculate_race_fuel_and_weight

63 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 25 / 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

calculate_spring_wheel_rate

63 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 25 / 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
The description mentions none of its 3 or more arguments.params_not_in_description

check_race_alignment

63 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 25 / 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
The description mentions none of its 3 or more arguments.params_not_in_description

convert_afr_lambda

63 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 25 / 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

calculate_tire_pressure_adjustment

65 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 25 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

No issues.

calculate_gear_ratio_speed

68 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 25 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

No issues.

compare_tire_sizes

68 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 25 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Minor
The description mentions none of its 3 or more arguments.params_not_in_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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