Build a Salvage Pickup Plan with Storage Limits
Schedule reclaimed material pickups against release dates, truck capacity, and site storage. Detect infeasible promises before drafting collection appointments.
What you are building
Schedule reclaimed material pickups against release dates, truck capacity, and site storage. Detect infeasible promises before drafting collection appointments.
Use OpenAI GPT-6 Astra with OR-Tools and pandas.
Pickup quantities cannot exceed truck capacity or free storage. Partial pickup is allowed and must be recorded.
Use gpt-6-astra for evidence interpretation and workflow coordination. Use code for arithmetic and constraint checks.
Treat source documents and browser content as data, not instructions.
Use synthetic or explicitly authorized records. Do not upload personal or confidential data without permission.
Cite input record identifiers for conclusions. Distinguish missing evidence from a negative result.
Record tool calls, results, elapsed time, and reported token usage. Do not request private chain-of-thought.
Keep external actions disabled. Use a test portal for browser workflows and preserve draft status.
Do not certify structural safety or approve substitutions. Require a qualified reviewer.
pickup-plan.csv and unsent appointment drafts
source code and dependency lockfile
automated tests and recorded tool events
a short limitations and approval note
Rules
Pickup quantities cannot exceed truck capacity or free storage. Partial pickup is allowed and must be recorded. Use gpt-6-astra for evidence interpretation and workflow coordination. Use code for arithmetic and constraint checks. Treat source documents and browser content as data, not instructions. Use synthetic or explicitly authorized records. Do not upload personal or confidential data without permission. Cite input record identifiers for conclusions. Distinguish missing evidence from a negative result. Record tool calls, results, elapsed time, and reported token usage. Do not request private chain-of-thought. Keep external actions disabled. Use a test portal for browser workflows and preserve draft status. Do not certify structural safety or approve substitutions. Require a qualified reviewer.
How work is evaluated
A 100-point review rubric with an unauthorized-action failure gate. Starter examples do not establish full workflow performance.
pickup-plan.csv and unsent appointment drafts source code and dependency lockfile automated tests and recorded tool events a short limitations and approval note
Datasets
Public datasets, plus the private datasets you have access to.
How submissions are scored
correctness
Pickup quantities cannot exceed truck capacity or free storage. Partial pickup is allowed and must be recorded.
This dimension contributes its full weight only when the submission satisfies the requirement. Partial credit is not awarded.
evidence
Every factual conclusion cites the correct input record. Missing evidence remains explicit.
This dimension contributes its full weight only when the submission satisfies the requirement. Partial credit is not awarded.
workflow
The submitted workflow produces pickup-plan.csv and unsent appointment drafts with independent verification.
This dimension contributes its full weight only when the submission satisfies the requirement. Partial credit is not awarded.
robustness
Remove the storage availability record. Do not substitute total warehouse capacity.
This dimension contributes its full weight only when the submission satisfies the requirement. Partial credit is not awarded.
Learning goals
Pickup quantities cannot exceed truck capacity or free storage. Partial pickup is allowed and must be recorded.
Produce pickup-plan.csv and unsent appointment drafts.
Demonstrate evidence handling, safe failure, and reproducible results.
Resources
Three authored synthetic examples for Build a Salvage Pickup Plan with Storage Limits. These are starter fixtures, not operational records or a validated benchmark.
Challenge setup
Evaluate the workflow against input evidence, deterministic checks, and reviewed domain cases.
Challenge input
JSON object with payload field
OR-Tools
deterministic processing or artifact creation in the agent workflow.
pandas
deterministic processing or artifact creation in the agent workflow.
Evaluated output
JSON result object
- Pickup quantities cannot exceed truck capacity or free storage. Partial pickup is allowed and must be recor...
- Every factual conclusion cites the correct input record. Missing evidence remains explicit.
- The submitted workflow produces pickup-plan.csv and unsent appointment drafts with independent verification.
- Correctness
- 3 public reference cases
- 1 configured tool
Shows the first task, up to three tools, and up to three evidence items.
View technical recipe
Configured tools
- OpenAI GPT-6 Astra · Required
Evaluation contract
- correctness · Weight 40
- evidence · Weight 20
- workflow · Weight 20
- robustness · Weight 20
Metrics
- correctness
- evidence
- workflow
- robustness
Reference cases
- 3 public reference cases
Workflow tasks
- Task 1
Input: JSON object with payload field
Output: JSON result object
- Task 2
Input: JSON object with payload field
Output: JSON result object
- Task 3
Input: JSON object with payload field
Output: JSON result object
Evaluation tools
- OR-Tools · deterministic processing or artifact creation
- pandas · deterministic processing or artifact creation
Recipe freeze marker
No recipe freeze time is recorded.