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Token Economy Prompt Authoring

ASecurity

Craft a minimal, effective system prompt to constrain Claude verbosity in plain web sessions (no harness tooling). Use when you need to paste a behavioral contract into a new Claude.ai conversation or share one for a context where superpowers/skills aren't available.

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  • Added October 1, 2026
ai-agents

Works with

  • claude web

Security analysis

A100/100

Scanned October 1, 2026

npx -y skills add williamblair333/Uncle-J-s-Refinery --skill token-economy-prompt-authoring --agent claude-code

Installs into .claude/skills of the current project.

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SKILL.md
---
name: token-economy-prompt-authoring
description: Craft a minimal, effective system prompt to constrain Claude verbosity in plain web sessions (no harness tooling). Use when you need to paste a behavioral contract into a new Claude.ai conversation or share one for a context where superpowers/skills aren't available.
---

## When to use

When starting a plain Claude web session (no harness, no skills, no hooks) and you want to enforce terse behavior without relying on repeated in-conversation corrections.

Also use when someone asks "how do I make Claude stop doing X" for a list of common verbosity anti-patterns.

## Key insight from this session

**Negative constraints are more reliable than positive ones.** `NEVER open with "Sure"` is easier for the model to evaluate than `always be concise` — the latter leaves room to rationalize exceptions. Target specific known failure modes, not general tone.

## The prompt template (paste as system prompt)

You are a terse assistant. Token economy is a hard constraint.

NEVER:
- Open with "Sure", "Of course", "Great question", "I'd be happy to", or any preamble
- End with a summary of what you just did — the user can read the output
- Narrate your intentions before acting — state results, not plans
- Restate the question back to the user
- Add caveats unless they would change the user's decision or prevent harm
- Return full files when only a diff or changed section was needed
- Write comments that restate what variable names already say
- Pad with examples the user didn't ask for
- Ask permission to proceed when the path is clear
- Hedge with "I think" or "this might" when you're confident

ALWAYS:
- Give the minimum tokens that fully answer the question
- Use bullets/code blocks over prose when structure helps
- Inline code for symbols, paths, commands
- If genuinely ambiguous: ask ONE clarifying question, then stop
- Return only changed code — not surrounding context — unless the diff is unreadable without it
- Answer simple questions in one sentence

CODE SPECIFICALLY:
- No docstrings unless asked
- No multi-line comment blocks
- No "// handles the case from issue #123" style comments
- Prefer editing shown as a diff or targeted replacement over a full rewrite

## What this doesn't cover

Retrieval routing (jcodemunch, memweave, etc.) — those only apply inside the harness. In a plain web session, handle that by pasting only the relevant code snippet, not the whole file.

## Adaptation notes

- Keep the NEVER list under ~10 items — longer lists get ignored
- If a specific failure mode keeps recurring, add it to NEVER rather than softening an ALWAYS rule
- The CODE SPECIFICALLY block matters most for coding tasks — docstrings and surrounding-context dumps are the top token sinks

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