Remove telltale AI-writing patterns from README, docs, and user-facing text. Must be done line-by-line, manually. No regex. Use after agents write any user-visible prose.
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See how to installReview the instructions the agent will receive before you install.
AI writing has tells. Emdashes. "It's not just X, it's Y." "Here's why." Forced enthusiasm. Pseudo-profound openers. These patterns signal "LLM wrote this" to readers and erode trust in the project.
Use the verbatim prompt at .flywheel/prompts/de-slopify.md.
No regex. No script. Read each line. Revise each line deliberately. Attempts to automate this pass fail, because the fixes are context-dependent.
README.md.CHANGELOG.md entries.Technical specifics, command names, exact flag names, actual counts (tests, providers, tools). Strip tone tics, not information.
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Scaffold a new Forge subagent (planner/architect/executor/reviewer/debugger/memory-style). Use when adding anything to src/agents/.
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Scaffold a new Forge subagent (planner/architect/executor/reviewer/debugger/memory-style).
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Scaffold a new model provider for Forge — class implementation, registry wiring, providerEnum entry, local-catalog classification, and unit test with mocked transport. Use for anything under src/models/.
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Scaffold a new model provider for Forge — class, registry wiring, providerEnum entry, local-catalog classification, router check, and a unit test with mocked transport.
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Scaffold a new Forge tool end-to-end — type, implementation, registration, permission/risk classification, and unit test. Use when adding anything to src/tools/.
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Scaffold a new Forge tool — implementation, registration, permission/risk metadata, sandbox routing, and a unit test. Use when adding anything to src/tools/.
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