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Iteratively improve writing.
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Based on SOC occupation classification
Apply the Systems Thinking workflow from AGENTS.md when a task may be misframed, under-specified, or tangled with adjacent concerns.
Test hypotheses through experiments and disposable tools.
Research the workspace for a topic. Report patterns in the corpus.
Open the files, directories, and links relevant to the current context.
Design or refine software architecture.
Delegate task(s) to background sub-agent(s).
| name | refine |
| description | Iteratively improve writing. |
Write for the reader's goal, knowledge, and vocabulary evident from context.
Break prose into point form before iterating.
Replace vague words with precise ones.
Remove words that do not change the claim.
Group related claims.
Order claims by importance.
Replace abstractions with observable actions, conditions, or outcomes.
Omit explanations already established by context.
Add missing domain context required to interpret the claims.
Resolve wording that admits materially different interpretations.
Resolve claims that cannot simultaneously hold.
Remove absolutes not supported by evidence.
Remove hedges not required by uncertainty.
One question per turn.
Propose options with tradeoffs.
auto argument: skip questions, pick the strongest option each turn, apply. Stop when further iteration is churn.
