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honey-hive

Decide when to delegate to Honey's read-only subagents (hive-scout, hive-reviewer) instead of working inline, so the expensive tokens — large file reads and review passes injected back into the orchestrator's context — come back compressed (Honey Lever 3). Use when a task is search-heavy or review-heavy, spans many files, or you want to keep the orchestrator's context small. Not for trivial one-file work.

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Honey Hive

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.

When to delegate (any one holds)

  • Search-heavy — "where is X / who calls Y / find all Z" across many files → hive-scout.
  • Review-heavy — review a diff or file set for bugs and bloat → hive-reviewer.
  • Context-preserving — the read would dump many files into your context but you need only the conclusions.
  • Parallel — independent locate/review jobs that can run at once.

When NOT to (work inline)

  • One known file, a trivial edit, or content you already have in context.
  • Dispatch + return overhead would exceed just reading it yourself (a file or two).
  • You need the full file body, not a map.

The crew is read-only by design — they locate and review; you decide and edit.

The crew

AgentDoesReturns
hive-scoutlocate symbols / callers / configs / patternscompact id-keyed JSON map
hive-reviewerreview diff/files for bugs + over-engineering + verbositycolumnar id-keyed JSON findings

Reading a hive return (Lever 3, in reverse)

Every return is compact/columnar JSON, records addressed by a stable id, with an n count. Read it as data:

  • Address by id, never "the 3rd finding" — ordinal lookup misparses, frontier models included.
  • Aggregate in code — to count or filter, do it programmatically; don't eyeball rows.
  • Check n against the rows you received — a dense misparse is silent.
  • Safety carve-out — auth / money / migration / delete findings come back explicit, not slugged. Treat them verbatim.

ESON is opt-in: ask for it only on a high-volume, cached review pipe you own end-to-end.

レビュー

まだレビューはありません。使ってみた感想をお寄せください。

同じリポジトリのスキル

概要と使いどころ

honey

無料

Write less code and say less about it: YAGNI, stdlib-first, terse prose. Cuts agent token cost on every coding and writing task.

日本語の概要は準備中です。原文の説明を表示しています。

Green-PT/honey-for-devs3242026年9月7日 更新

honey

無料

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.

日本語の概要は準備中です。原文の説明を表示しています。

Green-PT/honey-for-devs3242026年9月7日 更新

honey

無料

Write less code and say less about it. Cuts token cost.

日本語の概要は準備中です。原文の説明を表示しています。

Green-PT/honey-for-devs3242026年9月7日 更新

honey-ccr

無料

Compress-cache-retrieve huge array tool output.

日本語の概要は準備中です。原文の説明を表示しています。

Green-PT/honey-for-devs3242026年9月7日 更新

honey-ccr

無料

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.

日本語の概要は準備中です。原文の説明を表示しています。

Green-PT/honey-for-devs3242026年9月7日 更新

honey-ccr

無料

Compress-Cache-Retrieve huge repetitive array tool output before it hits context: keep a sample, cache the rest, leave a hash.

日本語の概要は準備中です。原文の説明を表示しています。

Green-PT/honey-for-devs3242026年9月7日 更新

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