AgenticCode
Collection
A collection of datasets optimized for agentic, long horizon coding. • 3 items • Updated
type stringclasses 2
values | messages listlengths 3 3 ⌀ | text stringclasses 69
values |
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chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Solve tasks using the exact phases: Plan, Verify plan validity, Work: begin coding, Check your work / present. Prefer incremental implementation, tests, debugging evidence, and safe error handling."
},
{
"role": "user",
... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Use: Plan, Verify plan validity, Work: begin coding, Check your work / present."
},
{
"role": "user",
"content": "Act as a reviewer while I complete this task: Create a calculator that accepts two numbers and an operato... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Solve tasks using the exact phases: Plan, Verify plan validity, Work: begin coding, Check your work / present. Prefer incremental implementation, tests, debugging evidence, and safe error handling."
},
{
"role": "user",
... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Use: Plan, Verify plan validity, Work: begin coding, Check your work / present."
},
{
"role": "user",
"content": "Act as a reviewer while I complete this task: Create a program that converts knots, miles per hour, feet,... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Solve tasks using the exact phases: Plan, Verify plan validity, Work: begin coding, Check your work / present. Prefer incremental implementation, tests, debugging evidence, and safe error handling."
},
{
"role": "user",
... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Use: Plan, Verify plan validity, Work: begin coding, Check your work / present."
},
{
"role": "user",
"content": "Act as a reviewer while I complete this task: Create a command-line task manager that can add, list, comp... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Solve tasks using the exact phases: Plan, Verify plan validity, Work: begin coding, Check your work / present. Prefer incremental implementation, tests, debugging evidence, and safe error handling."
},
{
"role": "user",
... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Use: Plan, Verify plan validity, Work: begin coding, Check your work / present."
},
{
"role": "user",
"content": "Act as a reviewer while I complete this task: Investigate a grade calculator that crashes for blank input... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Solve tasks using the exact phases: Plan, Verify plan validity, Work: begin coding, Check your work / present. Prefer incremental implementation, tests, debugging evidence, and safe error handling."
},
{
"role": "user",
... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Use: Plan, Verify plan validity, Work: begin coding, Check your work / present."
},
{
"role": "user",
"content": "Act as a reviewer while I complete this task: Build a program that reads a CSV flight log, validates requ... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Solve tasks using the exact phases: Plan, Verify plan validity, Work: begin coding, Check your work / present. Prefer incremental implementation, tests, debugging evidence, and safe error handling."
},
{
"role": "user",
... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Use: Plan, Verify plan validity, Work: begin coding, Check your work / present."
},
{
"role": "user",
"content": "Act as a reviewer while I complete this task: Build a reusable password-validation module with rules for ... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Solve tasks using the exact phases: Plan, Verify plan validity, Work: begin coding, Check your work / present. Prefer incremental implementation, tests, debugging evidence, and safe error handling."
},
{
"role": "user",
... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Use: Plan, Verify plan validity, Work: begin coding, Check your work / present."
},
{
"role": "user",
"content": "Act as a reviewer while I complete this task: Build a small multi-room text adventure with commands, inve... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Solve tasks using the exact phases: Plan, Verify plan validity, Work: begin coding, Check your work / present. Prefer incremental implementation, tests, debugging evidence, and safe error handling."
},
{
"role": "user",
... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Use: Plan, Verify plan validity, Work: begin coding, Check your work / present."
},
{
"role": "user",
"content": "Act as a reviewer while I complete this task: Given a program with duplicated validation and printing log... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Solve tasks using the exact phases: Plan, Verify plan validity, Work: begin coding, Check your work / present. Prefer incremental implementation, tests, debugging evidence, and safe error handling."
},
{
"role": "user",
... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Use: Plan, Verify plan validity, Work: begin coding, Check your work / present."
},
{
"role": "user",
"content": "Act as a reviewer while I complete this task: Create a tool that validates temperature, wind speed, visib... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Solve tasks using the exact phases: Plan, Verify plan validity, Work: begin coding, Check your work / present. Prefer incremental implementation, tests, debugging evidence, and safe error handling."
},
{
"role": "user",
... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Use: Plan, Verify plan validity, Work: begin coding, Check your work / present."
},
{
"role": "user",
"content": "Act as a reviewer while I complete this task: Build a tracker that records subjects and durations, stores... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Solve tasks using the exact phases: Plan, Verify plan validity, Work: begin coding, Check your work / present. Prefer incremental implementation, tests, debugging evidence, and safe error handling."
},
{
"role": "user",
... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Use: Plan, Verify plan validity, Work: begin coding, Check your work / present."
},
{
"role": "user",
"content": "Act as a reviewer while I complete this task: Create a program that reads text files from a chosen folder... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Solve tasks using the exact phases: Plan, Verify plan validity, Work: begin coding, Check your work / present. Prefer incremental implementation, tests, debugging evidence, and safe error handling."
},
{
"role": "user",
... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Use: Plan, Verify plan validity, Work: begin coding, Check your work / present."
},
{
"role": "user",
"content": "Act as a reviewer while I complete this task: Repair an inventory application with a negative-stock bug, ... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Solve tasks using the exact phases: Plan, Verify plan validity, Work: begin coding, Check your work / present. Prefer incremental implementation, tests, debugging evidence, and safe error handling."
},
{
"role": "user",
... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Use: Plan, Verify plan validity, Work: begin coding, Check your work / present."
},
{
"role": "user",
"content": "Act as a reviewer while I complete this task: Create a quiz engine that loads questions from JSON, asks q... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Solve tasks using the exact phases: Plan, Verify plan validity, Work: begin coding, Check your work / present. Prefer incremental implementation, tests, debugging evidence, and safe error handling."
},
{
"role": "user",
... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Use: Plan, Verify plan validity, Work: begin coding, Check your work / present."
},
{
"role": "user",
"content": "Act as a reviewer while I complete this task: Create a parser for application log lines that extracts tim... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Solve tasks using the exact phases: Plan, Verify plan validity, Work: begin coding, Check your work / present. Prefer incremental implementation, tests, debugging evidence, and safe error handling."
},
{
"role": "user",
... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Use: Plan, Verify plan validity, Work: begin coding, Check your work / present."
},
{
"role": "user",
"content": "Act as a reviewer while I complete this task: Build a contact book with add, search, update, delete, JSON... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Solve tasks using the exact phases: Plan, Verify plan validity, Work: begin coding, Check your work / present. Prefer incremental implementation, tests, debugging evidence, and safe error handling."
},
{
"role": "user",
... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Use: Plan, Verify plan validity, Work: begin coding, Check your work / present."
},
{
"role": "user",
"content": "Act as a reviewer while I complete this task: Perform a structured review of a small Python project: insp... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Solve tasks using the exact phases: Plan, Verify plan validity, Work: begin coding, Check your work / present. Prefer incremental implementation, tests, debugging evidence, and safe error handling."
},
{
"role": "user",
... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Use: Plan, Verify plan validity, Work: begin coding, Check your work / present."
},
{
"role": "user",
"content": "Act as a reviewer while I complete this task: Build a monthly budget program that categorizes transaction... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Solve tasks using the exact phases: Plan, Verify plan validity, Work: begin coding, Check your work / present. Prefer incremental implementation, tests, debugging evidence, and safe error handling."
},
{
"role": "user",
... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Use: Plan, Verify plan validity, Work: begin coding, Check your work / present."
},
{
"role": "user",
"content": "Act as a reviewer while I complete this task: Design a standard-library-first tool that inventories files... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Solve tasks using the exact phases: Plan, Verify plan validity, Work: begin coding, Check your work / present. Prefer incremental implementation, tests, debugging evidence, and safe error handling."
},
{
"role": "user",
... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Use: Plan, Verify plan validity, Work: begin coding, Check your work / present."
},
{
"role": "user",
"content": "Act as a reviewer while I complete this task: Create a configuration loader that merges defaults with a J... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Solve tasks using the exact phases: Plan, Verify plan validity, Work: begin coding, Check your work / present. Prefer incremental implementation, tests, debugging evidence, and safe error handling."
},
{
"role": "user",
... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Use: Plan, Verify plan validity, Work: begin coding, Check your work / present."
},
{
"role": "user",
"content": "Act as a reviewer while I complete this task: Profile a script that processes a large list, form hypothes... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Solve tasks using the exact phases: Plan, Verify plan validity, Work: begin coding, Check your work / present. Prefer incremental implementation, tests, debugging evidence, and safe error handling."
},
{
"role": "user",
... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Use: Plan, Verify plan validity, Work: begin coding, Check your work / present."
},
{
"role": "user",
"content": "Act as a reviewer while I complete this task: Build a robust API client abstraction with request validati... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Solve tasks using the exact phases: Plan, Verify plan validity, Work: begin coding, Check your work / present. Prefer incremental implementation, tests, debugging evidence, and safe error handling."
},
{
"role": "user",
... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Use: Plan, Verify plan validity, Work: begin coding, Check your work / present."
},
{
"role": "user",
"content": "Act as a reviewer while I complete this task: Create a parser that reads markdown checklist lines, identi... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Solve tasks using the exact phases: Plan, Verify plan validity, Work: begin coding, Check your work / present. Prefer incremental implementation, tests, debugging evidence, and safe error handling."
},
{
"role": "user",
... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Use: Plan, Verify plan validity, Work: begin coding, Check your work / present."
},
{
"role": "user",
"content": "Act as a reviewer while I complete this task: Create a command dispatcher with separate command functions... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Solve tasks using the exact phases: Plan, Verify plan validity, Work: begin coding, Check your work / present. Prefer incremental implementation, tests, debugging evidence, and safe error handling."
},
{
"role": "user",
... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Use: Plan, Verify plan validity, Work: begin coding, Check your work / present."
},
{
"role": "user",
"content": "Act as a reviewer while I complete this task: Diagnose a recursive directory-walk function that loops thr... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Solve tasks using the exact phases: Plan, Verify plan validity, Work: begin coding, Check your work / present. Prefer incremental implementation, tests, debugging evidence, and safe error handling."
},
{
"role": "user",
... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Use: Plan, Verify plan validity, Work: begin coding, Check your work / present."
},
{
"role": "user",
"content": "Act as a reviewer while I complete this task: Create a reminder scheduler that accepts tasks and due time... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Solve tasks using the exact phases: Plan, Verify plan validity, Work: begin coding, Check your work / present. Prefer incremental implementation, tests, debugging evidence, and safe error handling."
},
{
"role": "user",
... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Use: Plan, Verify plan validity, Work: begin coding, Check your work / present."
},
{
"role": "user",
"content": "Act as a reviewer while I complete this task: Turn a working script into a small Python package with modu... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Solve tasks using the exact phases: Plan, Verify plan validity, Work: begin coding, Check your work / present. Prefer incremental implementation, tests, debugging evidence, and safe error handling."
},
{
"role": "user",
... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Use: Plan, Verify plan validity, Work: begin coding, Check your work / present."
},
{
"role": "user",
"content": "Act as a reviewer while I complete this task: Review a Python file-handling and input-processing program ... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Solve tasks using the exact phases: Plan, Verify plan validity, Work: begin coding, Check your work / present. Prefer incremental implementation, tests, debugging evidence, and safe error handling."
},
{
"role": "user",
... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Use: Plan, Verify plan validity, Work: begin coding, Check your work / present."
},
{
"role": "user",
"content": "Act as a reviewer while I complete this task: Read a CSV dataset, normalize whitespace and casing, parse ... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Solve tasks using the exact phases: Plan, Verify plan validity, Work: begin coding, Check your work / present. Prefer incremental implementation, tests, debugging evidence, and safe error handling."
},
{
"role": "user",
... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Use: Plan, Verify plan validity, Work: begin coding, Check your work / present."
},
{
"role": "user",
"content": "Act as a reviewer while I complete this task: Build a library for subnet and host-count calculations with... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Solve tasks using the exact phases: Plan, Verify plan validity, Work: begin coding, Check your work / present. Prefer incremental implementation, tests, debugging evidence, and safe error handling."
},
{
"role": "user",
... | null |
chat | [
{
"role": "system",
"content": "You are a rigorous Python engineering tutor. Use: Plan, Verify plan validity, Work: begin coding, Check your work / present."
},
{
"role": "user",
"content": "Act as a reviewer while I complete this task: Audit a multi-file beginner Python capstone: map modules, v... | null |
text | null | ## Long-horizon agent loop
### Plan
Identify the objective and evidence required.
### Verify plan validity
Ensure all requirements can be checked.
### Work: begin coding
For each substantial coding task: plan deliverables; verify acceptance criteria; implement one milestone; test it; inspect failures; record the res... |
text | null | ## Bug investigation protocol
### Plan
Identify the objective and evidence required.
### Verify plan validity
Ensure all requirements can be checked.
### Work: begin coding
Capture the exact error or wrong output. Build a minimal reproduction. State the expected and actual behaviors. Form one falsifiable hypothesis.... |
text | null | ## Completion evidence
### Plan
Identify the objective and evidence required.
### Verify plan validity
Ensure all requirements can be checked.
### Work: begin coding
A task is complete only when requirements are mapped to demonstrations or automated tests, normal and boundary paths work, invalid input behavior is in... |
text | null | ## Refactoring safety
### Plan
Identify the objective and evidence required.
### Verify plan validity
Ensure all requirements can be checked.
### Work: begin coding
Before refactoring, preserve behavior with tests or representative examples. Make one structural change at a time. Rerun checks after every change. Refa... |
text | null | ## Project review checklist
### Plan
Identify the objective and evidence required.
### Verify plan validity
Ensure all requirements can be checked.
### Work: begin coding
Review requirements, public interfaces, data validation, exceptions, file behavior, state changes, tests, documentation, dependencies, and cleanup... |
text | null | ## Test design
### Plan
Identify the objective and evidence required.
### Verify plan validity
Ensure all requirements can be checked.
### Work: begin coding
Use examples with known answers. Include normal cases, lower and upper boundaries, empty values, malformed data, and repeated operations. Tests should name the... |
text | null | ## Readable engineering
### Plan
Identify the objective and evidence required.
### Verify plan validity
Ensure all requirements can be checked.
### Work: begin coding
Prefer direct control flow, descriptive names, focused functions, constants for meaningful fixed values, and explicit error messages. Readability make... |
text | null | ## Safe persistence
### Plan
Identify the objective and evidence required.
### Verify plan validity
Ensure all requirements can be checked.
### Work: begin coding
Load data defensively, validate its shape, write atomically when practical, preserve a recoverable failure path, and never assume a local file contains va... |
text | null | ## Debugging tracebacks
### Plan
Identify the objective and evidence required.
### Verify plan validity
Ensure all requirements can be checked.
### Work: begin coding
The last traceback line states the exception. Earlier frames show how execution reached it. Inspect the reported location and the calling assumptions,... |
text | null | ## Final presentation
### Plan
Identify the objective and evidence required.
### Verify plan validity
Ensure all requirements can be checked.
### Work: begin coding
Present the problem, architecture, key decisions, instructions to run, proof from tests, expected output, limitations, and the next improvement. A conci... |
chat | [
{
"role": "system",
"content": "You are a Python engineering agent. Use exactly: Plan, Verify plan validity, Work: begin coding, Check your work / present. Favor long-horizon, evidence-driven work with tests and safe incremental changes."
},
{
"role": "user",
"content": "Build a library catalog:... | null |
chat | [
{
"role": "system",
"content": "You are a Python engineering agent. Use exactly: Plan, Verify plan validity, Work: begin coding, Check your work / present. Favor long-horizon, evidence-driven work with tests and safe incremental changes."
},
{
"role": "user",
"content": "Build a library catalog:... | null |
chat | [
{
"role": "system",
"content": "You are a Python engineering agent. Use exactly: Plan, Verify plan validity, Work: begin coding, Check your work / present. Favor long-horizon, evidence-driven work with tests and safe incremental changes."
},
{
"role": "user",
"content": "Build a library catalog:... | null |
chat | [
{
"role": "system",
"content": "You are a Python engineering agent. Use exactly: Plan, Verify plan validity, Work: begin coding, Check your work / present. Favor long-horizon, evidence-driven work with tests and safe incremental changes."
},
{
"role": "user",
"content": "Create a flashcard appli... | null |
chat | [
{
"role": "system",
"content": "You are a Python engineering agent. Use exactly: Plan, Verify plan validity, Work: begin coding, Check your work / present. Favor long-horizon, evidence-driven work with tests and safe incremental changes."
},
{
"role": "user",
"content": "Create a flashcard appli... | null |
chat | [
{
"role": "system",
"content": "You are a Python engineering agent. Use exactly: Plan, Verify plan validity, Work: begin coding, Check your work / present. Favor long-horizon, evidence-driven work with tests and safe incremental changes."
},
{
"role": "user",
"content": "Create a flashcard appli... | null |
chat | [
{
"role": "system",
"content": "You are a Python engineering agent. Use exactly: Plan, Verify plan validity, Work: begin coding, Check your work / present. Favor long-horizon, evidence-driven work with tests and safe incremental changes."
},
{
"role": "user",
"content": "Build a recipe scaler: p... | null |
chat | [
{
"role": "system",
"content": "You are a Python engineering agent. Use exactly: Plan, Verify plan validity, Work: begin coding, Check your work / present. Favor long-horizon, evidence-driven work with tests and safe incremental changes."
},
{
"role": "user",
"content": "Build a recipe scaler: p... | null |
chat | [
{
"role": "system",
"content": "You are a Python engineering agent. Use exactly: Plan, Verify plan validity, Work: begin coding, Check your work / present. Favor long-horizon, evidence-driven work with tests and safe incremental changes."
},
{
"role": "user",
"content": "Build a recipe scaler: p... | null |
chat | [
{
"role": "system",
"content": "You are a Python engineering agent. Use exactly: Plan, Verify plan validity, Work: begin coding, Check your work / present. Favor long-horizon, evidence-driven work with tests and safe incremental changes."
},
{
"role": "user",
"content": "Create a backup manifest... | null |
chat | [
{
"role": "system",
"content": "You are a Python engineering agent. Use exactly: Plan, Verify plan validity, Work: begin coding, Check your work / present. Favor long-horizon, evidence-driven work with tests and safe incremental changes."
},
{
"role": "user",
"content": "Create a backup manifest... | null |
chat | [
{
"role": "system",
"content": "You are a Python engineering agent. Use exactly: Plan, Verify plan validity, Work: begin coding, Check your work / present. Favor long-horizon, evidence-driven work with tests and safe incremental changes."
},
{
"role": "user",
"content": "Create a backup manifest... | null |
chat | [
{
"role": "system",
"content": "You are a Python engineering agent. Use exactly: Plan, Verify plan validity, Work: begin coding, Check your work / present. Favor long-horizon, evidence-driven work with tests and safe incremental changes."
},
{
"role": "user",
"content": "Build a package dependen... | null |
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