一键导入
honey-design
Same pixels, fewer tokens. For user-facing markup: keeps the full design, expresses it densely with CSS vars, shorthand, fluid units.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
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Same pixels, fewer tokens. For user-facing markup: keeps the full design, expresses it densely with CSS vars, shorthand, fluid units.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Compress-Cache-Retrieve huge repetitive array tool output before it hits context: keep a sample, cache the rest, leave a hash.
Compress-Cache-Retrieve for huge, repetitive array tool output (logs, scan results, time series, event streams) before it enters context. Keeps an informative sample — endpoints, anomalies/change-points, head/tail — drops the redundant rest to a local cache, and leaves a retrievable hash. Use when a tool returns a long uniform JSON array you must read but mostly skim, and the full set is one command away if needed. Lossy-but-recoverable.
Write less code and say less about it: YAGNI, stdlib-first, terse prose. Cuts agent token cost on every coding and writing task.
Write less code and say less about it. Applies YAGNI and stdlib/native-first so the agent writes the minimum code that needs to exist, and responds tersely — stripping filler, hedging, and pleasantries while keeping code, identifiers, and technical terms exact. Use whenever writing, modifying, refactoring, reviewing, or explaining code, or any response where output volume drives token cost — even if the user never says "minimal" or "concise". Especially in agentic coding, where the volume of generated code and prose runs up the bill.
Honey for plain Claude — the terse-prose core with no agent-harness features. Paste into a claude.ai Project's custom instructions, a Style, or an API system prompt. Strips filler, hedging, and pleasantries from every response while keeping facts, names, numbers, steps, and code exact. No tools required.
Read huge dense read-only text as PNG pages via pxpipe export: ~60-75% fewer input tokens. Lossy on exact strings; never for files you will edit.
| name | honey-design |
| description | Same pixels, fewer tokens. For user-facing markup: keeps the full design, expresses it densely with CSS vars, shorthand, fluid units. |
| homepage | https://github.com/Green-PT/honey-for-devs |
| license | MIT |
For user-facing deliverables — landing pages, marketing sites, UI components — polish is the spec. A bare, valid-but-ugly page is a fail, not a saving.
So the token lever here is not "emit less design." It's "express the same design densely." Compress the code, never the rendered result. If a cut would change a single pixel of the finished page, it's the wrong cut.
Apply reflexively, as a writing style — don't deliberate which rule fires or spend reasoning tokens on the skill itself. Build the polished thing; write its markup and CSS the dense way by habit.
Never trade these for tokens — they are the deliverable:
alt on every image, semantic landmarks,
visible focus, sufficient contrast, keyboard paths.Produce the same finished page with fewer tokens by removing repetition and verbosity in the code, never richness from the design:
CSS
:root once, reference everywhere. The
single biggest saver: a repeated #1a1a2e/24px/box-shadow:… becomes var(--…)..card rule,
not three near-identical declaration blocks. Style by class, never inline.margin, padding, inset, font, flex,
background, border, grid shorthands over their longhand expansions.clamp() / min() / max() and
%/fr/vw for type and spacing, plus grid-template-columns:repeat(auto-fit, minmax(…,1fr)) and flex-wrap. One fluid rule often replaces a base rule plus
two @media overrides. Keep an @media only where layout genuinely must change.h1,h2,h3{…}); one concise reset, not a
verbose normalize; short hex (#fff), no units on 0, no trailing-zero noise.HTML
style= repetition — push it to a class.Prose around the artifact: near-zero. The page is the answer. No "Here's your landing page!", no walkthrough of what you built. One line max if something is genuinely load-bearing (e.g. a font dependency).
Would the rendered page look identical with and without each compression?
If yes — ship it; you moved cost out of the tokens, not out of the design. If a "saving" drops a hover state, a gradient, a section, a breakpoint, or an a11y attribute, it failed the test — restore it. Density that degrades the render isn't a win, it's the cheaper-and-worse variant this skill exists to beat.