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Get Started Free →Use when working with deepseek-v4-pro or deepseek-v4-flash in thinking mode on multi-step or plan-driven tasks. Provides rules to prevent stale references, unverified plan assumptions, and vague plan output.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-07 | ✗→✓ | ▲ Improved | 27% | 0% |
| case-08 | ✗→✓ | ▲ Improved | -21% | 0% |
| case-10 | ✗→✓ | ▲ Improved | -39% | 0% |
| case-11 | ✗→✓ | ▲ Improved | 42% | 0% |
| case-12 | ✗→✓ | ▲ Improved | 12% | 0% |
Rules for multi-step V4 thinking-mode workflows. Each rule prevents a specific, observable failure class.
Before referencing a file path, function, or type in code or plan output, call grep_files or read_file to confirm it exists in the workspace.
# Bad: edit_file path="src/config/loader.rs" (assumed from memory)
# Good: grep_files pattern="pub fn load_config" → confirms src/config/mod.rs:42
# then reference src/config/mod.rs:42Failure avoided: edit_file errors on non-existent paths; LSP diagnostics on hallucinated symbols.
Before executing a plan that touches 3+ files, spawn a deepseek-v4-flash sub-agent (thinking off) to read the target files and confirm path/symbol assumptions still hold.
agent type="verifier" model="deepseek-v4-flash"
prompt: "Read these files and confirm: [list assumptions]. Report mismatches."Failure avoided: multi-step edits fail partway because file structure changed since the plan was drafted.
In plan-mode output, replace vague location pointers with path:line references drawn from a prior grep_files result.
# Bad: "Update the retry logic in the client module"
# Good: "Update retry loop at crates/tui/src/client.rs:187"Failure avoided: agent-mode execution cannot locate the intended edit target when plan directions are imprecise.
Other measured skills in the registry, with their headline benchmark lift.