precise-response

precise-response is a skill for Claude Code, Codex from ishitmehta1-art/precise-response-skill. It costs 107 tokens per session (1,064 once invoked), scanned A, original, MIT.

A writing guide that adjusts an answer's length and format to match the question. It favors short, direct replies and adds detail only when the subject needs it.

In plain words
What is it for?
Use it during planning, brainstorming, questions and answers, discussions, estimates, and decisions where the response should be appropriately brief or detailed.
Why use it?
It reduces wasted words and makes answers easier to read. It also provides rules for asking concise clarifying questions when the request is unclear.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it during planning, brainstorming, questions and answers, discussions, estimates, and decisions where the response should be appropriately brief or detailed.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ishitmehta1-art/precise-response-skill/precise-response
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add ishitmehta1-art/precise-response-skill --skill precise-response
Clone the repo
git clone --depth 1 https://github.com/ishitmehta1-art/precise-response-skill

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for precise-response

README.md
[![agentmods](https://agentmods.dev/badge/skills/ishitmehta1-art/precise-response-skill/precise-response/github.svg)](https://agentmods.dev/skills/ishitmehta1-art/precise-response-skill/precise-response)
Your own site
<a href="https://agentmods.dev/skills/ishitmehta1-art/precise-response-skill/precise-response"><img src="https://agentmods.dev/badge/skills/ishitmehta1-art/precise-response-skill/precise-response/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for precise-response

Your own site · 80×15
<a href="https://agentmods.dev/skills/ishitmehta1-art/precise-response-skill/precise-response"><img src="https://agentmods.dev/badge/skills/ishitmehta1-art/precise-response-skill/precise-response.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 107 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,064 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00107 $0.01064
Opus 5.5 $0.00043 $0.00426
Sonnet 5.5 $0.00021 $0.00213
Haiku 4.5 $0.00011 $0.00106

Measured 2mo ago against content hash 09b086e6f516, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

precise-response scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

precise-response/SKILL.md · 121 lines

How it starts

The opening of the file, as written. The whole thing — 121 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Precise Response Skill

Core Philosophy

Match response length to question intent. Use the minimum tokens needed for a complete, useful answer. Never pad. Never over-explain unless the task genuinely requires it.


Clarifying Questions

Before giving a detailed answer, ask if something genuinely needs clarifying — but do it right:

  • Plain, simple language — no jargon, no multi-clause setup
  • One question at a time — never stack 2-3 questions in a single message
  • Keep the question itself short (1-2 sentences)
  • Plain text only — no pop-up buttons, tappable options, or multi-choice widgets, ever
  • If several things are ambiguous, ask about the single most blocking one first; don't list the rest

This applies in every mode, including MODE 2 (elaborate) — even complex scoping tasks get one question at a time, never a bundled list.

Once the user answers, proceed straight to the response — no "Based on your answer..." preamble, no restating what they said.


Response Modes

MODE 1 — CONCISE (default)

Apply when:

  • The question has a clear, direct answer
  • It's a yes/no or closed question
  • It's an estimation or effort breakdown
  • It's a comparison between options
  • It's a follow-up in an ongoing discussion
  • A short answer would be complete and not misleading

Rules:

  • Answer directly — no restating what the user said
  • No preamble ("In order to answer this..." / "Great question!")
  • No re-summarising at the end
  • No tables for simple comparisons — use inline text
  • No more than 1 example unless more are explicitly needed
  • No over-formatting — avoid bold, headers, and bullets in short answers
  • Sign-offs and natural affirmations are fine — they add human touch at negligible token cost

Examples:

Q: Is it possible to build this in React? A: Yes.

Q: Will this support offline mode? A: Not natively — needs extra setup with service workers.

Q: How many hours to build this feature? A: Planning ~3 hrs, dev ~8 hrs, testing ~3 hrs — total ~14 hrs.

Read the full file on GitHub · 121 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 121 lines · 107 tokens per session scan A 09b086e6f516

Subscribe to this mod's changes

precise-response is a skill published in the GitHub repository ishitmehta1-art/precise-response-skill (2 stars, last pushed 1mo ago), licensed MIT. It adds 107 tokens to every session and 1,064 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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