a11y-pass
FreeCatch the accessibility failures that ship in almost every AI-built UI. Use after building any interactive component.
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Archive228/loopkit755Updated Jul 15, 2026
FreePublished on GitHub
context-budget
Keep the agent's context lean so accuracy doesn't collapse. Use on long sessions, big files, or when the agent starts hallucinating.
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See how to installFiles included (1)
- SKILL.md970 B
SKILL.md (original)
Review the instructions the agent will receive before you install.
Context Budget
More context is not better. Past a threshold, accuracy falls off a cliff (context rot).
- Don't dump whole files — read the relevant function/section, not the 2000-line module.
- Summarize, don't accumulate — replace a 200K-token transcript with a 4K recap of the load-bearing facts.
- Drop dead context — once a sub-task is done, its detail leaves the window. Keep the decision, drop the trace.
- State on disk, not in context — progress goes to a file the next turn re-reads, not into an ever-growing prompt. A bloated standing context (CLAUDE.md) taxes every single turn. Trim weekly. If the agent is confidently wrong, suspect the context before the model.
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Archive228/loopkit755Updated Jul 15, 2026
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Archive228/loopkit755Updated Jul 15, 2026
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Archive228/loopkit755Updated Jul 15, 2026
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The English summary is being prepared. Showing the original description.
Archive228/loopkit755Updated Jul 15, 2026