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Delegate search- and review-heavy work to Honey's read-only subagents so large reads return compressed instead of bloating context.
Instalar con Codex o Claude Copia este prompt, pégalo en Codex, Claude u otro asistente, y deja que revise la página de la skill y la instale por ti.
Basado en la clasificación ocupacional SOC
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-hive |
| description | Delegate search- and review-heavy work to Honey's read-only subagents so large reads return compressed instead of bloating context. |
| homepage | https://github.com/Green-PT/honey-for-devs |
| license | MIT |
Delegate the token-heavy reading; keep the thinking. A subagent's return is injected back into your context — Honey's hive returns it as a compressed Lever-3 handoff, so the most expensive tokens in an agentic session shrink ~25–55% with no loss the orchestrator can use.
hive-scout.hive-reviewer.The crew is read-only by design — they locate and review; you decide and edit.
| Agent | Does | Returns |
|---|---|---|
hive-scout | locate symbols / callers / configs / patterns | compact id-keyed JSON map |
hive-reviewer | review diff/files for bugs + over-engineering + verbosity | columnar id-keyed JSON findings |
Every return is compact/columnar JSON, records addressed by a stable id, with an n count. Read it as data:
id, never "the 3rd finding" — ordinal lookup misparses, frontier models included.n against the rows you received — a dense misparse is silent.ESON is opt-in: ask for it only on a high-volume, cached review pipe you own end-to-end.