Agent Traffic Lab

Quality 75 / 100good

1 tools, about 435 tokens to load them all · tool set d4d54851a5fd · tools last changed 2026-10-15 · checked 2026-10-20 11:08 UTC

Tool changes

• 2026-10-15atl_complete_taskchangeddescriptionmeaning changed
  before

  Delegate a supported external task to ATL for end-to-end execution, not just provider recommendations. ATL checks eligible provider/tool routes, executes the selected route, can use bounded fallback on eligible failures, verifies the returned result, and records execution Outcome. Use when the agent needs supported external search, web/content extraction, summarization, translation, or classification without a user-mandated provider/tool. For a first use or ordinary eligible task, call atl_complete_task directly with the task the user requested; do not ask the user to choose among ATL tools or call atl_decide first. Never invent a task or execute without a user request. Send the natural-language task once. Public first use does not require an ATL API key or ATL setup. Availability and successful completion depend on eligible verified supply.

  after · 31% of words in common

  Execute a user-authorized external search, public web/content extraction, summary, translation, or classification task. ATL selects an eligible verified provider or tool, performs the supported task where supply is available, may use bounded fallback on eligible failures, validates the result, and records execution Outcome. Routine use: this operation is suited to user-authorized external information tasks that need a completed result rather than routing evidence, even if no prior provider has failed. Rescue use: it can retry the original authorized task when a prior provider fails, times out, is rate-limited, is unavailable, or returns an invalid result. For routing evidence without execution, use the separate atl_decide tool. Do not duplicate work already completed, override a user-specified provider or tool, or infer authorization for private inputs. The task must be user-authorized; do not submit private or local-only information without permission. Supported capabilities and provider availability are limited, so completion is not guaranteed. No ATL API key is required for the public first-use path.

• 2026-10-09atl_complete_taskchangeddescription
  before

  Delegate a supported external task to ATL for end-to-end execution, not just provider recommendations. ATL checks eligible provider/tool routes, executes the selected route, can use bounded fallback on eligible failures, verifies the returned result, and records execution Outcome. Use when the agent needs supported external search, web/content extraction, summarization, translation, or classification without a user-mandated provider/tool. Send the natural-language task once. Public first use does not require an ATL API key. Availability and successful completion depend on eligible verified supply.

  after · 79% of words in common

  Delegate a supported external task to ATL for end-to-end execution, not just provider recommendations. ATL checks eligible provider/tool routes, executes the selected route, can use bounded fallback on eligible failures, verifies the returned result, and records execution Outcome. Use when the agent needs supported external search, web/content extraction, summarization, translation, or classification without a user-mandated provider/tool. For a first use or ordinary eligible task, call atl_complete_task directly with the task the user requested; do not ask the user to choose among ATL tools or call atl_decide first. Never invent a task or execute without a user request. Send the natural-language task once. Public first use does not require an ATL API key or ATL setup. Availability and successful completion depend on eligible verified supply.

• 2026-10-08atl_complete_taskchangedannotations
• 2026-10-08atl_executeremoved

  ADVANCED — use only after atl_decide. Execute an existing ATL Decision; this tool does not choose a new route. It requires the exact decision_reference and outcome_correlation_token returned by atl_decide/next_step. ATL validates the Decision, executes the selected provider/tool, may use bounded fallback, and records Outcome automatically. Use only after a routing-only flow; for normal task-in/result-out work use atl_complete_task. Provider authentication requirements come from the Decision. On success structuredContent reports ok=true with execution_status, output_text, provider/attempt, latency/cost, and Outcome evidence; failures set ok=false with structured error evidence. Calls are subject to bounded timeouts/retries and server-side rate/concurrency protections.

• 2026-10-08atl_outcomeremoved

  ADVANCED — use only for execution performed outside ATL. Record external execution evidence for an existing ATL Decision; this tool never executes a provider. Use it only when the caller performed execution outside ATL. Send outcome_status with the exact decision_reference and outcome_correlation_token returned by ATL; add failure fields only when observed and cost/latency only when known. Duplicate reports are deduplicated, and invalid or mismatched correlation is rejected; accepted evidence can improve future routing/reputation. Do not call this after atl_complete_task or atl_execute because ATL-owned execution records Outcome automatically. The response reports ok, accepted, duplicate, status_code, and feedback/attribution evidence. Calls are subject to server-side rate/concurrency protections.

• 2026-10-08atl_decideremoved

  ADVANCED — do not use this before normal task completion. Inspect routing without executing provider work. Use this only when the caller wants an ATL Decision, route evidence, or a decision-bound handoff before execution; for normal task-in/result-out work use atl_complete_task. ATL returns a structured Decision with selected route, reason_codes, Outcome correlation data, and next_step; if execution is later desired, pass the exact decision_reference and outcome_correlation_token from that handoff to atl_execute. Public first use requires no ATL API key. Calls are subject to bounded timeout and server-side rate/concurrency protections; invalid constraints or unavailable routes return structured decision/error evidence.

• 2026-10-08atl_complete_taskchangeddescription, annotationsmeaning changed
  before

  DEFAULT — use this first to complete supported search, extract, summarize, translate, or classify tasks end-to-end. Pass the user's natural-language task once; ATL selects an eligible provider/tool, executes it, may use bounded fallback, verifies the result, records the Outcome, and returns the result. Do not call atl_decide first for normal task completion. Use atl_decide only when the caller explicitly asks to inspect or control routing before execution. Public first use requires no ATL API key. Calls are subject to bounded timeouts and server-side rate/concurrency protections; failures return ok=false with execution/result_validation evidence.

  after · 32% of words in common

  Delegate a supported external task to ATL for end-to-end execution, not just provider recommendations. ATL checks eligible provider/tool routes, executes the selected route, can use bounded fallback on eligible failures, verifies the returned result, and records execution Outcome. Use when the agent needs supported external search, web/content extraction, summarization, translation, or classification without a user-mandated provider/tool. Send the natural-language task once. Public first use does not require an ATL API key. Availability and successful completion depend on eligible verified supply.

• 2026-10-07atl_complete_taskchangedannotations
• 2026-10-07atl_outcomechangeddescription
  before

  Record external execution evidence for an existing ATL Decision; this tool never executes a provider. Use it only when the caller performed execution outside ATL. Send outcome_status with the exact decision_reference and outcome_correlation_token returned by ATL; add failure fields only when observed and cost/latency only when known. Duplicate reports are deduplicated, and invalid or mismatched correlation is rejected; accepted evidence can improve future routing/reputation. Do not call this after atl_complete_task or atl_execute because ATL-owned execution records Outcome automatically. The response reports ok, accepted, duplicate, status_code, and feedback/attribution evidence. Calls are subject to server-side rate/concurrency protections.

  after · 99% of words in common

  ADVANCED — use only for execution performed outside ATL. Record external execution evidence for an existing ATL Decision; this tool never executes a provider. Use it only when the caller performed execution outside ATL. Send outcome_status with the exact decision_reference and outcome_correlation_token returned by ATL; add failure fields only when observed and cost/latency only when known. Duplicate reports are deduplicated, and invalid or mismatched correlation is rejected; accepted evidence can improve future routing/reputation. Do not call this after atl_complete_task or atl_execute because ATL-owned execution records Outcome automatically. The response reports ok, accepted, duplicate, status_code, and feedback/attribution evidence. Calls are subject to server-side rate/concurrency protections.

• 2026-10-07atl_executechangeddescription
  before

  Execute an existing ATL Decision; this tool does not choose a new route. It requires the exact decision_reference and outcome_correlation_token returned by atl_decide/next_step. ATL validates the Decision, executes the selected provider/tool, may use bounded fallback, and records Outcome automatically. Use only after a routing-only flow; for normal task-in/result-out work use atl_complete_task. Provider authentication requirements come from the Decision. On success structuredContent reports ok=true with execution_status, output_text, provider/attempt, latency/cost, and Outcome evidence; failures set ok=false with structured error evidence. Calls are subject to bounded timeouts/retries and server-side rate/concurrency protections.

  after · 99% of words in common

  ADVANCED — use only after atl_decide. Execute an existing ATL Decision; this tool does not choose a new route. It requires the exact decision_reference and outcome_correlation_token returned by atl_decide/next_step. ATL validates the Decision, executes the selected provider/tool, may use bounded fallback, and records Outcome automatically. Use only after a routing-only flow; for normal task-in/result-out work use atl_complete_task. Provider authentication requirements come from the Decision. On success structuredContent reports ok=true with execution_status, output_text, provider/attempt, latency/cost, and Outcome evidence; failures set ok=false with structured error evidence. Calls are subject to bounded timeouts/retries and server-side rate/concurrency protections.

Showing the latest 10. Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.