MiniMax M2.7 Official Default Prompt and XML Tool-Calling Template
Starting from MiniMax M2.7’s public default identity prompt, define an XML turn for a code-check tool; parse arguments before execution and verify that the result answers the original request.
Prepare
Public default system prompt, Tool name and parameter schema, Code sample, XML parse/rejection rules
Runtime
MiniMax M2.7 service or compatible runner; public tool schema, code sample, and XML parser.
MiniMax M2.7 Self-Feedback, Memory, and Agent Self-Optimization Workflow
Split a small fix into plan, implementation, test, and reflection turns; write only verifiable failure causes to memory and compare whether the next run removes the same test failure.
Prepare
Issue or reproduction steps, Repository snapshot, Test command, Memory write rule, Before/after comparison metric
Runtime
Runnable repository, test command, versioned memory file, and isolated branch; never store credentials in memory.
18 Pieces of Public Evidence for MiniMax M2.7 on BenchLM
BenchLM aggregates 18 public pieces of evidence about MiniMax M2.7 and flags different dates, versions, and harnesses; it is an evidence index, not one unified score.
Evidence
Independent measurement
Boundary
Does not support a composite rank, average success rate, or current-capability claim; tasks, versions, prompts, and samples are heterogeneous.
Reddit Users' 1,000 Prompts and Coding/Tool-Calling Experience with MiniMax M2.7
A Reddit user reports coding and tool-calling experience across about 1,000 prompts, useful for finding parsing failures; it is not a controlled comparison.
Evidence
Personal experience
Boundary
Does not support a generalizable success rate or model rank; controls, fixed client, and complete logs are missing.