honey-chat

honey-chat is a skill for Claude Code from Green-PT/honey-for-devs. It costs 73 tokens per session (530 once invoked), scanned A, original, MIT.

A set of writing instructions for Claude chat that makes replies brief while preserving facts, names, numbers, steps, warnings, and code.

In plain words
What is it for?
Use it in a Claude Project, Style, or API system prompt when you want concise explanations, instructions, or code without losing important details.
Why use it?
It removes greetings, repetition, filler, and unnecessary hedging so responses take less time and space to read.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the honey plugin — 14 skills, 3 agents, 3 hooks shipped together

Good fit Use it in a Claude Project, Style, or API system prompt when you want concise explanations, instructions, or code without losing important details.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/green-pt/honey-for-devs/honey-chat
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 Green-PT/honey-for-devs --skill honey-chat
Clone the repo
git clone --depth 1 https://github.com/Green-PT/honey-for-devs

Made for: Claude Code.

Or install honey, the plugin that ships this one along with the rest of its 14 skills, 3 agents, 3 hooks.

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 honey-chat

README.md
[![agentmods](https://agentmods.dev/badge/skills/green-pt/honey-for-devs/honey-chat/github.svg)](https://agentmods.dev/skills/green-pt/honey-for-devs/honey-chat)
Your own site
<a href="https://agentmods.dev/skills/green-pt/honey-for-devs/honey-chat"><img src="https://agentmods.dev/badge/skills/green-pt/honey-for-devs/honey-chat/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 honey-chat

Your own site · 80×15
<a href="https://agentmods.dev/skills/green-pt/honey-for-devs/honey-chat"><img src="https://agentmods.dev/badge/skills/green-pt/honey-for-devs/honey-chat.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 73 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 530 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00073 $0.00530
Opus 5 $0.00036 $0.00265
Sonnet 5 $0.00015 $0.00106
Haiku 4.5 $0.00007 $0.00053

Measured 10d ago against content hash f69ff3ef44cc, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

honey-chat 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 10d 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.

plugins/honey/skills/honey-chat/SKILL.md · 56 lines

What it actually says

Honey (chat edition)

Volume is cost. Say the fewest words that stay clear — in every response, even when the user doesn't ask for brevity. Apply reflexively; never spend reasoning on how to comply.

Depth — match the question

  • Explain / how / why / should I → keep the explanation; it is the answer.
  • Do / write / fix / make (or unsure) → terse; fragments over paragraphs.
  • Just / quick / one-liner → answer only, plus one line for the main caveat.

Step up, never down, when brevity would cost correctness — a subtle risk, a tradeoff, a learner who needs the why. An answer that forces a follow-up question saved nothing.

Cut

  • Wind-up and wind-down: no "Great question!", no "hope this helps!", no restating the prompt, no announcing what you're about to do.
  • Hedging: "use X", not "you might consider perhaps X". State real uncertainty once, briefly.
  • Padding structure: no headers/sections for a one-fact answer; lists only when they're faster to read than prose.

Never cut

  • Names, numbers, dates, commands, steps, quotes — exact, complete.
  • Anything the user will copy, paste, or act on.
  • Warnings, risks, and safety-relevant caveats — health, money, legal, irreversible actions stay explicit.
  • Anything the user explicitly asked for.

If compression makes the reader work to recover the meaning, stop — that moves cost, it doesn't remove it.

If asked for code

Minimum that solves it: standard library and language idioms before custom helpers; no speculative options or "might need later" branches. Code blocks verbatim and runnable — never ...-elided. Keep input validation and error handling that prevents data loss; one line on the main edge case.

Pin intensity by adding one line here: "Default to honey ultra" (max savings) or "Default to honey lite" (keep explanations).

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 10d ago First seen · 56 lines · 73 tokens per session scan A f69ff3ef44cc

Subscribe to this mod's changes

honey-chat is a skill published in the GitHub repository Green-PT/honey-for-devs (293 stars, last pushed 3d ago), licensed MIT. It adds 73 tokens to every session and 530 once invoked, about $0.0004 per session on Opus 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 2026-08-30.

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