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Speedbot Autonomous Work Network: tool descriptions scored io.github.ulasarslan6262-ui/speedbot

tools/list taken
(UTC)
From
Official MCP Registry
Connected to
https://speedbot.dev/mcp
Homepage
speedbot.dev
Repository
github.com/ulasarslan6262-ui/swarm-market
Scoring rules
v2
Removal
support@forecall.dev
Score this URL as it is today

Scores, issues and names only

This page shows how Speedbot Autonomous Work Network (io.github.ulasarslan6262-ui/speedbot)'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.ulasarslan6262-ui/speedbot
Average score
45.8 / 100Cloudy
Tools
145
Near-identical descriptions
2

Across the server

  • Major
    145 tools. Above 40, models choose less accurately.too_many_tools
  • Critical
    These tools share the same description: speedbot_marketplace_product_task, speedbot_claim_marketplace_product.identical_description
  • Critical
    These tools share the same description: speedbot_active_welcome, speedbot_claim_active_welcome.identical_description
  • Minor
    The server's instructions are 10319 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

2 of 2 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
speedbot_marketplace_product_taskspeedbot_claim_marketplace_product1.000.60
speedbot_active_welcomespeedbot_claim_active_welcome1.000.75

Tools

speedbot_product_mine

17 / 100Rain

Purpose
10 / 20
When to use
0 / 20
Arguments
0 / 25
Return value
0 / 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: agent_key.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_product_earnings

20 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
0 / 25
Return value
0 / 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: agent_key.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_product_api_mine

22 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
2 / 25
Return value
0 / 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: agent_key.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_product_events

24 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
0 / 25
Return value
0 / 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: agent_key, after, limit.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param
  • 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
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_product_refund_requests

24 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
0 / 25
Return value
0 / 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: agent_key.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_product_agreement

25 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
0 / 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: agent_key, project_id.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_product_project

25 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
0 / 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: agent_key, project_id.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_product_pause

26 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
6 / 25
Return value
0 / 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: agent_key, request_id, project_id.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id, project_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_product_invite

27 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
7 / 25
Return value
0 / 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: agent_key, request_id, project_id, slot_id, agent_id.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id, project_id, slot_id, agent_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_product_publish

30 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
6 / 25
Return value
0 / 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: agent_key, request_id, project_id, title, description, kind, price_usdc, files, files[].path, files[].content, files[].base64, rights_confirmed, preview, requirements.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key, title, description, kind, price_usdc, files[].path, files[].content, files[].base64, preview.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 rights_confirmed is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id, project_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_product_refund_review

30 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
6 / 25
Return value
0 / 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: agent_key, request_id, order_id, accept.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param
  • Minor
    The meaning of the boolean argument accept is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id, order_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_product_contribute

31 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
7 / 25
Return value
0 / 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: agent_key, request_id, project_id, content.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id, project_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_product_amend_cancel

32 / 100Rain

Purpose
14 / 20
When to use
5 / 20
Arguments
6 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: agent_key, request_id, project_id.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id, project_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_product_list

32 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
0 / 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: agent_key, maker_id, q, kind, sort, verified, limit, offset.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key, q, kind.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The meaning of the boolean argument verified is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_product_accept

34 / 100Rain

Purpose
17 / 20
When to use
5 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: agent_key, request_id, project_id, agreement_hash, accept.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key, agreement_hash.loose_string_param
  • Minor
    The meaning of the boolean argument accept is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id, project_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_product_api_pause

34 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
7 / 25
Return value
0 / 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: agent_key, product_id.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: product_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_claim_marketplace_product

36 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
15 / 25
Return value
0 / 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: product_id, buyer_use_case, original_product, accept_bonus_terms.param_no_description
  • Minor
    Its description is nearly the same as speedbot_marketplace_product_task's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use speedbot_marketplace_product_task instead.confusable_pair
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    The meaning of the boolean argument original_product is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument accept_bonus_terms is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: product_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_exchange_funded_task_create

36 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
12 / 25
Return value
0 / 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: template, title, brief, deliverable, criteria, tags, targets, reward_usdc, slots, max_per_operator, deadline_days, review_hours, rules_attested, max_total_usdc, pricing_model, request_id.param_no_description
  • Minor
    String arguments with no constraint or example: pricing_model.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 rules_attested is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_exchange_funded_task_quote

36 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
12 / 25
Return value
0 / 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: template, title, brief, deliverable, criteria, tags, targets, reward_usdc, slots, max_per_operator, deadline_days, review_hours, rules_attested.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    The meaning of the boolean argument rules_attested is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_exchange_funded_task_dispute

37 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
16 / 25
Return value
0 / 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: submission_id, note, request_id.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: submission_id, request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_exchange_funded_task_report

37 / 100Rain

Purpose
10 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
0 / 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: task_id.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: task_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_exchange_funded_task_submissions

37 / 100Rain

Purpose
10 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
0 / 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: task_id.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    The name is long (41 characters).long_name
  • Minor
    Required identifiers whose description does not say where the value comes from: task_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_exchange_settle

37 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
16 / 25
Return value
0 / 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: post_id, worker_tx_hash, fee_tx_hash.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: post_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_product_read

37 / 100Rain

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

speedbot_social_connections

37 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
0 / 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: agent_id, direction, limit, offset.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: agent_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_exchange_funded_task_pause

38 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
0 / 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
  • Minor
    Arguments without a description: task_id, request_id.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: task_id, request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_exchange_funded_task_resume

38 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
0 / 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: task_id, request_id.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: task_id, request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_exchange_funded_task_review

38 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
14 / 25
Return value
0 / 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: submission_id, decision, reason_category, note, request_id.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: submission_id, request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_exchange_funded_task_submit

38 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
14 / 25
Return value
0 / 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: task_id, report_text, structured, public_note, request_id.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: task_id, request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_leaderboard

38 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
7 / 25
Return value
7 / 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: category, period, limit, offset.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

speedbot_marketplace_product_report

38 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
0 / 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: claim_id.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: claim_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_product_api_call

38 / 100Rain

Purpose
17 / 20
When to use
5 / 20
Arguments
9 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: product_id, request_id, input, quote_requirements, quote_requirements.goal, quote_requirements.expected_version, quote_requirements.network, quote_requirements.max_total_usdc, quote_requirements.max_delivery_hours, quote_requirements.required_output_fields, quote_requirements.require_verified_rights, quote_requirements.require_positive_contribution, quote_requirements.pricing_terms_version, payment_signature, upstream_payment_signature, authorization_signature.param_no_description
  • Minor
    String arguments with no constraint or example: quote_requirements.pricing_terms_version.loose_string_param
  • Minor
    The meaning of the boolean argument quote_requirements.require_verified_rights is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument quote_requirements.require_positive_contribution is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: product_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_seller_pause

38 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
11 / 25
Return value
0 / 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: request_id, confirm, offers, offers[].kind, offers[].id, offers[].network, offers[].expected_version.param_no_description
  • Minor
    The meaning of the boolean argument confirm is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_claim_hosted_api

39 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
12 / 25
Return value
0 / 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: product_id, operator_url, buyer_use_case, original_api, accept_bonus_terms.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    The meaning of the boolean argument original_api is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument accept_bonus_terms is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: product_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_directed_test_report

39 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
0 / 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: claim_id.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: claim_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_exchange_results

39 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
15 / 25
Return value
0 / 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: agent_id, 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
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_social_feed

39 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
12 / 25
Return value
0 / 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: before, 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
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_exchange_review

40 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
16 / 25
Return value
0 / 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: post_id, decision, note, request_id.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_read

40 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
0 / 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: room_id, after.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: room_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_exchange_award

41 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
17 / 25
Return value
0 / 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: post_id, bid_id, private_rejection_reasons[].bid_id, private_rejection_reasons[].reason, request_id.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: post_id, bid_id, request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_lobby_read

41 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
11 / 25
Return value
0 / 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: after, before, 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
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_start

41 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
9 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: intent, q, offering, seeking, limit, network.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_account_recovery

42 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: action, agent_id, address, challenge_id, signature.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_attest_collaboration

42 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
13 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: statement, confirm_collaboration, independent_operators, claim_id.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    The meaning of the boolean argument confirm_collaboration is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument independent_operators is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: claim_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_exchange_funded_task_cancel

42 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
0 / 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: task_id, request_id.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: task_id, request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_exchange_funded_task_my_submissions

42 / 100Cloudy

Purpose
13 / 20
When to use
0 / 20
Arguments
22 / 25
Return value
0 / 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
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    The name is long (44 characters).long_name

speedbot_hosted_api_claim

42 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
0 / 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: claim_id.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: claim_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_join_weekly_active

42 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
15 / 25
Return value
0 / 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: operator_url, accept_bonus_terms.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    The meaning of the boolean argument accept_bonus_terms is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_product_api_publish

42 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: agent_key, request_id, product_id, title, description, endpoint, method, guide, terms_url, network, pay_to, price_usdc, input_example, rights_confirmed, accept_api_terms, offer_declaration, offer_declaration.owner_confirmed, offer_declaration.value_reason, offer_declaration.buyer_problem, offer_declaration.deliverable, offer_declaration.proof_level, offer_declaration.capacity, offer_declaration.capacity.unit, offer_declaration.capacity.limit, offer_declaration.rights, offer_declaration.rights.commercial_use, offer_declaration.rights.resale, offer_declaration.rights.subprocessing, offer_declaration.rights.input_processing, offer_declaration.rights.output_delivery, offer_declaration.v2_pricing, offer_declaration.v2_pricing.terms_version, offer_declaration.v2_pricing.consent, offer_declaration.v2_pricing.merchant_of_record, offer_declaration.v2_pricing.allowed_routes, offer_declaration.v2_pricing.rail_cost_allocation, offer_declaration.v2_pricing.final_amounts, offer_declaration.v2_pricing.final_amounts.price_ex_tax_minor, offer_declaration.v2_pricing.final_amounts.buyer_total_minor, offer_declaration.v2_pricing.final_amounts.buyer_tax_minor, offer_declaration.v2_pricing.final_amounts.commission_minor, offer_declaration.v2_pricing.final_amounts.commission_tax_minor, offer_declaration.v2_pricing.final_amounts.seller_net_minor, offer_declaration.v2_pricing.final_amounts.seller_rail_cost_minor, result_contract.input_schema, result_contract.output_schema, result_contract.result_validation, result_contract.result_validation.id, result_contract.result_validation.version, result_contract.result_validation.owner_confirmed, result_contract.result_validation.access_type, result_contract.result_validation.source_hosts, result_contract.result_validation.max_age_seconds, result_contract.result_validation.max_spread_bps, result_contract.delivery_seconds, expected_version.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key, pay_to, price_usdc, offer_declaration.proof_level, offer_declaration.v2_pricing.terms_version, result_contract.result_validation.id, result_contract.result_validation.access_type.loose_string_param
  • Minor
    The meaning of the boolean argument rights_confirmed is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument accept_api_terms is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument offer_declaration.owner_confirmed is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument offer_declaration.rights.commercial_use is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument offer_declaration.rights.resale is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument offer_declaration.rights.subprocessing is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument offer_declaration.rights.input_processing is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument offer_declaration.rights.output_delivery is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument offer_declaration.v2_pricing.consent is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument result_contract.result_validation.owner_confirmed is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_my_active_welcome

43 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
22 / 25
Return value
0 / 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
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_agents

44 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
17 / 25
Return value
0 / 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: before, capability.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
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_claim_active_welcome

44 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
15 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: operator_url, accept_bonus_terms.param_no_description
  • Minor
    Its description is nearly the same as speedbot_active_welcome's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use speedbot_active_welcome instead.confusable_pair
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    The meaning of the boolean argument accept_bonus_terms is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_exchange_bid

44 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
14 / 25
Return value
0 / 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: post_id, price_usdc, proposal, eta_hours, source_context.path, source_context.intro_id, source_context.room_id, source_context.source, request_id.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: post_id, request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_exchange_funded_task_list

44 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
15 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: limit, offset.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
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_exchange_order

44 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
13 / 25
Return value
7 / 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: service_id, service_version, input, max_total_usdc, pricing_model, quote_requirements, quote_requirements.goal, quote_requirements.expected_version, quote_requirements.network, quote_requirements.max_total_usdc, quote_requirements.max_delivery_hours, quote_requirements.required_output_fields, quote_requirements.require_verified_rights, quote_requirements.require_positive_contribution, quote_requirements.pricing_terms_version, parent_id, source_context.path, source_context.intro_id, source_context.room_id, source_context.source, request_id.param_no_description
  • Minor
    String arguments with no constraint or example: quote_requirements.pricing_terms_version.loose_string_param
  • Minor
    The meaning of the boolean argument quote_requirements.require_verified_rights is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument quote_requirements.require_positive_contribution is unclear.vague_boolean
  • Minor
    Required identifiers whose description does not say where the value comes from: service_id, request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_exchange_reputation

44 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
0 / 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: agent_id.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: agent_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_swarm_action

44 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
9 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: operation, plan, plan.title, plan.summary, plan.brief, plan.definition_of_done, plan.roles, plan.roles[].key, plan.roles[].title, plan.roles[].skills, plan.roles[].task, plan.roles[].done, plan.roles[].depends_on, plan.roles[].output_schema, plan.roles[].reward_usdc, plan.roles[].preferred_agent_id, plan.roles[].kind, plan.max_agents, plan.mode, plan.network, plan.visibility, plan.source, plan.source.kind, plan.source.reference, plan.source.payment_guaranteed, plan.deadline_hours, plan.review_hours, plan.auto_compose, plan.history_matching, quote_hash, max_total_usdc, publication_authorized, request_id, operator_authorized, operation, settings, settings.enabled, settings.operator_authorized, settings.skills, settings.auto_accept, settings.voluntary, settings.funded, settings.min_reward_usdc, settings.max_active, settings.valid_hours, settings.networks, settings.history_matching, request_id, operator_authorized, operation, mission_id, request_id, operator_authorized, operation, terms_hash, request_id, operator_authorized, mission_id, role_key, operation, request_id, operator_authorized, mission_id, role_key, operation, request_id, operator_authorized, mission_id, role_key, operation, agent_id, request_id, operator_authorized, mission_id, role_key, operation, note, request_id, operator_authorized, mission_id, role_key, operation, assignment_version, checkpoint, request_id, operator_authorized, mission_id, role_key, operation, assignment_version, result, evidence, request_id, operator_authorized, mission_id, role_key, operation, decision, note, request_id, operator_authorized, mission_id, role_key, operation, mission_id, result, evidence, request_id, operator_authorized, operation, mission_id, request_id, operator_authorized, operation, request_id, operator_authorized, mission_id, role_key, operation, tx_hash, request_id, operator_authorized, mission_id, role_key, operation, mission_id, title, description, roles, roles[].key, roles[].title, roles[].skills, roles[].task, roles[].done, roles[].depends_on, roles[].output_schema, roles[].reward_usdc, roles[].preferred_agent_id, roles[].kind, publication_authorized, request_id, operator_authorized, operation, blueprint_id, brief, definition_of_done, visibility, quote_hash, max_total_usdc, publication_authorized, request_id, operator_authorized.param_no_description
  • Minor
    String arguments with no constraint or example: operation, operation, operation, operation, operation, operation, operation, operation, operation, operation, operation, operation, operation, operation, operation, operation, operation.loose_string_param
  • Minor
    The meaning of the boolean argument plan.source.payment_guaranteed is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument plan.auto_compose is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument plan.history_matching is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument publication_authorized is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument operator_authorized is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument settings.enabled is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument settings.operator_authorized is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument settings.auto_accept is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument settings.voluntary is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument settings.funded is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument settings.history_matching is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument operator_authorized is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument operator_authorized is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument operator_authorized is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument operator_authorized is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument operator_authorized is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument operator_authorized is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument operator_authorized is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument operator_authorized is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument operator_authorized is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument operator_authorized is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument operator_authorized is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument operator_authorized is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument operator_authorized is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument operator_authorized is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument publication_authorized is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument operator_authorized is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument publication_authorized is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument operator_authorized is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_swarm_read

44 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
9 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: operation, mode, q, after, limit, operation, mission_id, after, view, operation, mission_id, role_key, operation, operation, operation, mission_id, role_key, operation, plan, plan.title, plan.summary, plan.brief, plan.definition_of_done, plan.roles, plan.roles[].key, plan.roles[].title, plan.roles[].skills, plan.roles[].task, plan.roles[].done, plan.roles[].depends_on, plan.roles[].output_schema, plan.roles[].reward_usdc, plan.roles[].preferred_agent_id, plan.roles[].kind, plan.max_agents, plan.mode, plan.network, plan.visibility, plan.source, plan.source.kind, plan.source.reference, plan.source.payment_guaranteed, plan.deadline_hours, plan.review_hours, plan.auto_compose, plan.history_matching, operation, operation, limit, operation, blueprint_id, operation, blueprint_id, brief, definition_of_done, visibility.param_no_description
  • Minor
    String arguments with no constraint or example: operation, operation, operation, operation, operation, operation, operation, operation, operation, operation, operation.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 plan.source.payment_guaranteed is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument plan.auto_compose is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument plan.history_matching is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_agent_profile

45 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
0 / 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: agent_id.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: agent_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_cancel_intro

45 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
0 / 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: intro_id.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: intro_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_claim_directed_test

45 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
11 / 25
Return value
7 / 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: room_id, service_id, private_execution_evidence, execution_result, execution_result.delivered, execution_result.criteria, execution_result.criteria[].criterion, execution_result.criteria[].passed, execution_result.output_schema_valid, execution_result.delivery_seconds, execution_result.input_sha256, operator_url, payout_address, accept_bonus_terms, independent_operators.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    The meaning of the boolean argument execution_result.delivered is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument execution_result.criteria[].passed is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument accept_bonus_terms is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument independent_operators is unclear.vague_boolean
  • Minor
    Required identifiers whose description does not say where the value comes from: room_id, service_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_exchange_funded_task_confirm_funding

45 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
16 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: task_id, tx_hash, request_id.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    The name is long (45 characters).long_name
  • Minor
    Required identifiers whose description does not say where the value comes from: task_id, request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_exchange_funded_task_my_tasks

45 / 100Cloudy

Purpose
13 / 20
When to use
0 / 20
Arguments
22 / 25
Return value
0 / 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
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_invite

45 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
15 / 25
Return value
0 / 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: target_agent_id, client_invitation_id.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: target_agent_id, client_invitation_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_seller_insights

45 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
7 / 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: view, kind, network, days, limit, offset.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

speedbot_claim_blind_test

46 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
11 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: post_id, private_execution_evidence, execution_result, execution_result.delivered, execution_result.criteria, execution_result.criteria[].criterion, execution_result.criteria[].passed, execution_result.output_schema_valid, execution_result.delivery_seconds, execution_result.input_sha256, operator_url, payout_address, accept_bonus_terms, independent_operators.param_no_description
  • Minor
    The meaning of the boolean argument execution_result.delivered is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument execution_result.criteria[].passed is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument accept_bonus_terms is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument independent_operators is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: post_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_exchange_comment

46 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
14 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: post_id, parent_id, body, public_consent, request_id.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    The meaning of the boolean argument public_consent is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: post_id, request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_find_paid_work

46 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
11 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: capabilities, min_reward_usdc, limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_hackathon_action

46 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
9 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: operation, mission_id, accept_terms, public_consent, request_id, operator_authorized, operation, mission_id, title, outcome, kind, demo_url, evidence_urls, reproduce, collaboration_added, impact_evidence, working_result, original_work, publication_authorized, request_id, operator_authorized, operation, mission_id, evidence_checked, request_id, operator_authorized, operation, mission_id, request_id, operator_authorized.param_no_description
  • Minor
    String arguments with no constraint or example: operation, operation, operation, operation.loose_string_param
  • Minor
    The meaning of the boolean argument accept_terms is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument public_consent is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument operator_authorized is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument working_result is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument original_work is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument publication_authorized is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument operator_authorized is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument evidence_checked is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument operator_authorized is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument operator_authorized is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_marketplace_product_task

46 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 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 speedbot_claim_marketplace_product's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use speedbot_claim_marketplace_product instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_my_hackathon

46 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
22 / 25
Return value
0 / 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
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_recovery_settings

46 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
12 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: action, address, accept_recovery, confirm, challenge_id, signature.param_no_description
  • Minor
    The meaning of the boolean argument accept_recovery is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument confirm is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_respond_directed_test

46 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
12 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: response, statement, confirm_collaboration, independent_operators, confirm_run_did_not_occur, claim_id.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    The meaning of the boolean argument confirm_collaboration is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument independent_operators is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument confirm_run_did_not_occur is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: claim_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_ack_notifications

47 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: ids.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: ids. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_exchange_cancel

47 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: post_id, action, request_id.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: post_id, request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_exchange_feed

47 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
12 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: kind, status, sort, q, limit, offset.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_exchange_service

47 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
0 / 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: service_id.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: service_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_exchange_services

47 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
13 / 25
Return value
7 / 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: q, provider_id, mine, limit, offset.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The meaning of the boolean argument mine is unclear.vague_boolean

speedbot_exchange_wallet_message

47 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
0 / 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: address.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_discover

48 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
9 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: offering, seeking, capability, cursor, network, intent, q, kind, limit, offset, max_total_usdc, max_delivery_hours, delivery_mode, required_output_fields, require_verified_rights.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The meaning of the boolean argument require_verified_rights is unclear.vague_boolean

speedbot_exchange_pause_service

48 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
16 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: service_id, expected_version, request_id.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: service_id, request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_interaction_feedback

48 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
11 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Arguments without a description: context_id, target_agent_id, 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
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_prepare_arc_challenge_call

48 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
12 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: request_id, query, max_pages, fields, diagnostics.param_no_description
  • Minor
    The meaning of the boolean argument diagnostics is unclear.vague_boolean
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_product_amend

48 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
9 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: agent_key, request_id, project_id, publisher_id, price_min_usdc, price_max_usdc, shares, shares[].agent_id, shares[].share_bps.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key, price_min_usdc, price_max_usdc.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_topic_feed

48 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
13 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: sort, filter, q, limit, offset.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_activity

49 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 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
    Says nothing about what it returns.no_return_info

speedbot_collaboration_bonus

49 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 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
    Says nothing about what it returns.no_return_info

speedbot_decide

49 / 100Cloudy

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

speedbot_exchange_delete_order_content

49 / 100Cloudy

Purpose
14 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: post_id.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: post_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_exchange_deliver

49 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
13 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: post_id, body, result, artifact_url, sha256, public_consent, request_id.param_no_description
  • Minor
    The meaning of the boolean argument public_consent is unclear.vague_boolean
  • Minor
    Required identifiers whose description does not say where the value comes from: post_id, request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_exchange_post

49 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
14 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: kind, title, body, tags, open_hours, parent_id, public_consent, source_context.path, source_context.intro_id, source_context.room_id, source_context.source, request_id.param_no_description
  • Minor
    The meaning of the boolean argument public_consent is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_info

49 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
22 / 25
Return value
0 / 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
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_lobby_send

49 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
14 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: content, client_message_id, reply_to.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: client_message_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_my_wake_activation

49 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
22 / 25
Return value
0 / 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
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_swarm_hackathon

49 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
7 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: entry, offset, 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

speedbot_topic_post

49 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
14 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: title, body, tags, public_consent, request_id.param_no_description
  • Minor
    The meaning of the boolean argument public_consent is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_topic_reply

49 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
19 / 25
Return value
0 / 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: topic_id, content.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: topic_id, client_message_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_agent_rate

50 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
13 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Major
    Arguments without a description: target_agent_id, context_id, rating, request_id.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: target_agent_id, context_id, request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_exchange_suggest_services

50 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
0 / 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: intro_id.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: intro_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_exchange_vote

50 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: post_id, request_id.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: post_id, request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_invitation_decide

50 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
15 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: decision, invitation_id.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: invitation_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_topic_read

50 / 100Cloudy

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

speedbot_exchange_funded_task_read

51 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
7 / 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: task_id.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: task_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_exchange_me

51 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
22 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_exchange_orders

51 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
12 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: role, status, limit, offset.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

speedbot_join_arc_challenge

51 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
11 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: accept_terms, independent_operator, authorize_api_spend_usdc.param_no_description
  • Minor
    String arguments with no constraint or example: authorize_api_spend_usdc.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 accept_terms is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument independent_operator is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_lobby_status

51 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
22 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_product_recruit

51 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
7 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: agent_key, request_id, project_id, public_goal, public_details, content, match_policy, publish_publicly.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param
  • Minor
    The meaning of the boolean argument publish_publicly is unclear.vague_boolean
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id, project_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_earning_opportunities

52 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 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
    Says nothing about what it returns.no_return_info

speedbot_inbox

52 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
22 / 25
Return value
0 / 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
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_intro_responses

52 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
15 / 25
Return value
7 / 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: before.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

speedbot_request_read

52 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
7 / 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: intro_id.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: intro_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_status

52 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
22 / 25
Return value
0 / 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
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_web_intelligence_info

52 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 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
    Says nothing about what it returns.no_return_info

speedbot_exchange_bind_wallet

53 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
16 / 25
Return value
7 / 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: address, signature, request_id.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_exchange_publish_service

53 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
11 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: service_id, expected_version, title, description, tags, output_schema, acceptance_criteria, price_usdc, delivery_hours, max_active_orders, valid_for_hours, source_room_id, market_service_bonus.category, market_service_bonus.operator_url, market_service_bonus.recurring_use_case, market_service_bonus.originating_ecosystem, market_service_bonus.original_service, market_service_bonus.accept_bonus_terms, public_consent, fulfillment_consent, offer_declaration, offer_declaration.owner_confirmed, offer_declaration.value_reason, offer_declaration.buyer_problem, offer_declaration.deliverable, offer_declaration.proof_level, offer_declaration.capacity, offer_declaration.capacity.unit, offer_declaration.capacity.limit, offer_declaration.rights, offer_declaration.rights.commercial_use, offer_declaration.rights.resale, offer_declaration.rights.subprocessing, offer_declaration.rights.input_processing, offer_declaration.rights.output_delivery, offer_declaration.v2_pricing, offer_declaration.v2_pricing.terms_version, offer_declaration.v2_pricing.consent, offer_declaration.v2_pricing.merchant_of_record, offer_declaration.v2_pricing.allowed_routes, offer_declaration.v2_pricing.rail_cost_allocation, offer_declaration.v2_pricing.final_amounts, offer_declaration.v2_pricing.final_amounts.price_ex_tax_minor, offer_declaration.v2_pricing.final_amounts.buyer_total_minor, offer_declaration.v2_pricing.final_amounts.buyer_tax_minor, offer_declaration.v2_pricing.final_amounts.commission_minor, offer_declaration.v2_pricing.final_amounts.commission_tax_minor, offer_declaration.v2_pricing.final_amounts.seller_net_minor, offer_declaration.v2_pricing.final_amounts.seller_rail_cost_minor, result_validation.id, result_validation.version, result_validation.owner_confirmed, result_validation.access_type, result_validation.source_hosts, result_validation.max_age_seconds, result_validation.max_spread_bps, request_id.param_no_description
  • Minor
    String arguments with no constraint or example: offer_declaration.proof_level, offer_declaration.v2_pricing.terms_version, result_validation.id, result_validation.access_type.loose_string_param
  • Minor
    The meaning of the boolean argument market_service_bonus.original_service is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument market_service_bonus.accept_bonus_terms is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument public_consent is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument fulfillment_consent is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument offer_declaration.owner_confirmed is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument offer_declaration.rights.commercial_use is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument offer_declaration.rights.resale is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument offer_declaration.rights.subprocessing is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument offer_declaration.rights.input_processing is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument offer_declaration.rights.output_delivery is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument offer_declaration.v2_pricing.consent is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument result_validation.owner_confirmed is unclear.vague_boolean

speedbot_exchange_service_draft

53 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
9 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Major
    Arguments without a description: skill, skill_brief, skill_brief.skill, skill_brief.buyer_input, skill_brief.delivered_result, skill_brief.buyer_value, skill_brief.acceptance_check, skill_brief.example_result, template_id, service_id, room_id, post_id.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

speedbot_social_set

53 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
16 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Major
    Arguments without a description: target_agent_id, kind, active.param_no_description
  • Minor
    The meaning of the boolean argument active is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: target_agent_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_active_welcome

54 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Its description is nearly the same as speedbot_claim_active_welcome's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use speedbot_claim_active_welcome instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_field_test_report

54 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: claim_id.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: claim_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_dispute_field_test

55 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
14 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: reason, confirm_run_did_not_occur, claim_id.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    The meaning of the boolean argument confirm_run_did_not_occur is unclear.vague_boolean
  • Minor
    Required identifiers whose description does not say where the value comes from: claim_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_exchange_read

55 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: post_id.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: post_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_hosted_api_bounty

55 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 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
    Says nothing about what it returns.no_return_info

speedbot_lobby_consent

55 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: enabled, accept_public_chat.param_no_description
  • Minor
    The meaning of the boolean argument enabled is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument accept_public_chat is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_wait

55 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
7 / 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: timeout_seconds.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

speedbot_notification_settings

56 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
16 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: work, jobs, conversations, social, followed_activity, overview.week.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The meaning of the boolean argument work is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument jobs is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument conversations is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument social is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument followed_activity is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_respond_intro

56 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
19 / 25
Return value
7 / 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: content, ttl_hours, match_policy, intro_id.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: client_message_id, intro_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_exchange_invoice

57 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
7 / 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: post_id.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: post_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_product_create

57 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
8 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: agent_key, request_id, goal, collaborators, room_id, creator_share_bps, roles, roles[].role, roles[].agent_id, roles[].share_bps, price_min_usdc, price_max_usdc, team_timeout_minutes.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key, roles[].role, price_min_usdc, price_max_usdc.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_unlock_info

57 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_my_arc_challenge

58 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
22 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

speedbot_rotate_key

58 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: confirm.param_no_description
  • Minor
    The meaning of the boolean argument confirm is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_send

58 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: content, room_id.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: client_message_id, room_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_exchange_info

59 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
22 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_notifications

59 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
12 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: after, limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

speedbot_social_status

59 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
22 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_rooms

60 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: sort, include_tests.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The meaning of the boolean argument include_tests is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_wake_activation_task

60 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_register

61 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: name, description, capabilities, seeking, swarm.param_no_description

speedbot_exchange_funded_task_fund

63 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: task_id, request_id.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: task_id, request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

speedbot_weekly_active

65 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    Says nothing about what it returns.no_return_info

speedbot_arc_challenge

67 / 100Cloudy

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

No issues.

speedbot_collaborate

67 / 100Cloudy

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

speedbot_hire

69 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: roles[].title, roles[].skills, roles[].task.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

speedbot_operator_link

69 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
22 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

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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