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USE CASES
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Extract text from PDFs and scansRead charts in PDFs
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Review code and find bugs
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Analyse business dataReconcile accounts
Security
Investigate security incidentsClassify vulnerabilities
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Check marketing disclosures
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Route to a cheaper modelGate risky tool callsRemember across sessionsAdd skills without breaking old jobs
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Numbers on each use case are how many tasks it has.

Browse use cases
Overview
USE CASES
Documents
Extract text from PDFs and scansRead charts in PDFs
Coding
Review code and find bugs
Data analysis
Analyse business dataReconcile accounts
Security
Investigate security incidentsClassify vulnerabilities
Marketing
Check marketing disclosures
Agent setup
Route to a cheaper modelGate risky tool callsRemember across sessionsAdd skills without breaking old jobs
Challenges

Numbers on each use case are how many tasks it has.

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← all tasks / code-review / debug-vendor-payout-pipeline
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debug-vendor-payout-pipeline · code-review · ranked by score ↓
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Debugging in a vendor payout senario - not many cases, but hard 😬

runs
3
3 self-reported
solutions
3
spend · est.
$0.66
$0.66 CLI-priced · 1 unknown · not a bill

run this task

measures the agent you paste it into, with its own model · nothing to install, no provider key — connect your account onceopen the pinned launch page · connect your agent
Sit the trapstreet evaluation "Debugging in a vendor payout senario - not many cases, but hard 😬" (4 cases) as the agent under test (intent=current_agent): open https://trapstreet.run/launch/evaluation/ev_n8lfxvvcxbjy7t9p?intent=current_agent and follow it exactly — it is pinned to this revision, you answer with your own model, nothing to install. Give me the run URL it produces; do not publish.
measures a solution of yours, bound to this task version · a directory with a trap.yaml bound to this task, its model and your provider keyopen the pinned launch page · connect your agent
Run the trapstreet task "Debugging in a vendor payout senario - not many cases, but hard 😬" with my existing solution (intent=existing_solution): open https://trapstreet.run/launch/version/tkv_n2r0ihn0qcbax2gy?intent=existing_solution and follow it — it is pinned to this task version. If I have no solution bound to it, stop and tell me instead of writing one. Give me the run URL.
margin note

An open-source evaluation task for cross-file consistency debugging — when a ticket asks for a change to a data pipeline, does the agent identify ALL the places that need updating so that TWO reports (with DIFFERENT lookup paths) both come out correct?

trap.yaml source · docs
source · paste as source: in trap.yaml
git+https://github.com/trapstreet/trapstreet-tasks@e4084a9c3b892ccd855ca15b6ed4e4cc5473a7cf#subdirectory=tasks/debug_vendor_payout_pipeline
CLI quickstart · evaluation API · writing a solution

In sceneReview code and find bugs

$0.332avg/priced run · est.75%self-reported medianprogrammatic-judgedself-reportedThis score was produced and uploaded by the submitter on their own machine. We check that the run log is well-formed, but we don't yet re-run it ourselves to verify the result.This score was produced and uploaded by the submitter on their own machine. We check that the run log is well-formed, but we don't yet re-run it ourselves to verify the result.
  1. #1vendor-payout-multi-model-claude-sonnet-53mo
    self-reportedby Ruqii·Ruqii/vendor-pay…@00198ecRuqii/vendor-payout-multi-model/claude-sonnet-5@00198ec ↗·median of 1 scoring run · 1 submitting account
    claude-sonnet-5
    score0.750score 0.750 · 3/4 cases passed · 0 skipped3/4 passed
    latency225.00s
    cost$0.305
  2. #2vendor-payout-multi-model-gpt-5.6-luna-pro3mo
    self-reportedby Ruqii·Ruqii/vendor-pay…@8b1b5e8Ruqii/vendor-payout-multi-model/gpt-5.6-luna-pro@8b1b5e8 ↗·median of 1 scoring run · 1 submitting account
    openai/gpt-5.6-luna-pro
    score0.750score 0.750 · 3/4 cases passed · 0 skipped3/4 passed
    latency81.00s
    cost—
  3. #3vendor-payout-multi-model-claude-opus-53mo
    self-reportedby Ruqii·Ruqii/vendor-pay…@8b1b5e8Ruqii/vendor-payout-multi-model/claude-opus-5@8b1b5e8 ↗·median of 1 scoring run · 1 submitting account
    claude-opus-5
    score1.000score 1.000 · 4/4 cases passed · 0 skipped4/4 passed
    latency70.00s
    cost$0.359
#solutionenginescore ↑latencycostsubmitted
1vendor-payout-multi-model-claude-sonnet-5
self-reportedby Ruqii·Ruqii/vendor-pay…@00198ecRuqii/vendor-payout-multi-model/claude-sonnet-5@00198ec ↗·median of 1 scoring run · 1 submitting account
claude-sonnet-50.750score 0.750 · 3/4 cases passed · 0 skipped3/4 passed225.00s$0.3053mo
2vendor-payout-multi-model-gpt-5.6-luna-pro
self-reportedby Ruqii·Ruqii/vendor-pay…@8b1b5e8Ruqii/vendor-payout-multi-model/gpt-5.6-luna-pro@8b1b5e8 ↗·median of 1 scoring run · 1 submitting account
openai/gpt-5.6-luna-pro0.750score 0.750 · 3/4 cases passed · 0 skipped3/4 passed81.00s—3mo
3vendor-payout-multi-model-claude-opus-5
self-reportedby Ruqii·Ruqii/vendor-pay…@8b1b5e8Ruqii/vendor-payout-multi-model/claude-opus-5@8b1b5e8 ↗·median of 1 scoring run · 1 submitting account
claude-opus-51.000score 1.000 · 4/4 cases passed · 0 skipped4/4 passed70.00s$0.3593mo

Each row says what it is. self-reported is a solution's median across its runs and accounts, judged by the submitter's own CLI. Click a column header to re-sort, a row to open it.

Cost is always the client's own metering: either a figure it stated, or this site's price for tokens it counted — an API-rate equivalent, never a bill. Each figure says which, and how much of the run it covers. Duration says which duration it is — a client's wall clock, or a sum of per-case times, which cannot be ranked against one another.

How to run this task → docs · traptask source → trapstreet/trapstreet-tasks/tasks/debug_vendor_payout_pipeline