honey-ccr
Compress-Cache-Retrieve for huge, repetitive array tool output (logs, scan results, time series, event streams) before it enters context. Keeps an informative…
Stack Honey onto Superpowers-style workflows (subagent-driven-development, dispatching-parallel-agents, executing-plans) and any orchestration that dispatches fresh subagents. Dispatched subagents run in isolated context and do NOT inherit the session's Honey hook, so they emit
$ npx -y skills add Green-PT/honey-for-devs --skill honey-superpowers --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/honey-superpowersContext preview
The summary Claude sees to decide when to auto-load this skill.
Stack Honey onto Superpowers-style workflows (subagent-driven-development, dispatching-parallel-agents, executing-plans) and any orchestration that dispatches fresh subagents. Dispatched subagents run in isolated context and do NOT inherit the session's Honey hook, so they emit
name: honey-superpowers description: >- Stack Honey onto Superpowers-style workflows (subagent-driven-development, dispatching-parallel-agents, executing-plans) and any orchestration that dispatches fresh subagents. Dispatched subagents run in isolated context and do NOT inherit the session's Honey hook, so they emit full-fat code and verbose reports. Use when you are about to dispatch implementer/reviewer/fixer/parallel subagents: it gives the exact Honey directive to paste into each dispatch prompt, with a worker variant and a reviewer variant, so the levers apply inside the subagents too — where the multiplied cost actually is. license: MIT
Honey is turned on by the session's SessionStart hook — which lives in **your** (the orchestrator's) context. Superpowers dispatches **fresh subagents with isolated context**; they never inherit the hook. So every implementer, reviewer, and fixer runs **Honey-off**: full-fat code (Lever 1 dark) and verbose reports (Lever 2 dark) — multiplied per dispatch. That's the leak. Close it by pasting the directive into the dispatch prompt itself.
The two skills already pull cost the same way Honey does — cheap model per task, file handoffs over pasted text, one-line narration. **Don't fight them; stack on top.** Honey adds what they don't: less code in the worker, terser reports both ways.
Any time you are about to dispatch a subagent under a Superpowers-style workflow:
**On Claude Code with the Honey plugin, skip the paste**: the plugin's `SubagentStart` hook ([`hooks/honey-subagent.js`](../../hooks/honey-subagent.js)) injects the matching directive into every spawned subagent automatically (reviewer-shaped agent types get the reviewer variant). The blocks below are for other harnesses, or when the hook isn't installed.
Paste the matching block into the dispatch prompt body — inline text, not a Skill call (invoking burns a round-trip; the subagent only needs the rules).
**Worker / implementer / fixer / parallel-domain agent:**
Apply Honey: write the minimum code that needs to exist — YAGNI, stdlib/native before custom; no speculative params, branches, or single-caller abstractions. Never cut validation, error handling, auth, or anything the task asked for. Keep code, identifiers, paths, and the brief's exact spec values verbatim. Report terse: status, commits, one-line test summary, concerns. No narration.
**Reviewer:**
Report findings tersely: id · severity · file:line · one-line fix. Don't narrate or restate the diff. Honey governs your prose only — never your verdict or severity. Flag everything you normally would; raise false positives for the controller to adjudicate. Do not suppress or downgrade a finding to save words.
Lever 1 (less code) and Lever 2 (less prose) compress what a *worker* emits. A reviewer emits *judgments* — compress its prose, never its verdict. This matches Superpowers' hard rule ("never tell a reviewer what not to flag") and Honey's own safety carve-out (keep exact anything asked for; auth/money/migrations/deletes stay explicit). A terser review is fine; a leniter review is a regression.
Never elide, in any variant: input validation at trust boundaries, error handling that prevents data loss, auth/escaping/secrets, accessibility basics, and anything the task or plan explicitly mandated. Spec values (numbers, magic strings, signatures, test cases) stay verbatim — that's Lever 2's "keep exact," and it's also what the brief is the single source of truth for.
The skill prompts Superpowers loads into context are input tokens you've already paid for — Honey can't out-compress them. They're lazy-loaded, so only triggered skills cost anything. The big realized savings are the cheap-model-per-task rule (Superpowers' own — don't skip it) plus Honey inside every dispatched subagent.
Write less code and say less about it. Honey (I Shrunk the AI) by GreenPT is a cross-tool coding skill that cuts AI coding-agent token usage and LLM API costs — making agents emit less code and less prose without losing correctness.
Repo: Green-PT/honey-for-devs
Compress-Cache-Retrieve for huge, repetitive array tool output (logs, scan results, time series, event streams) before it enters context. Keeps an informative…
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Rewrite a memory or context file (CLAUDE.md, AGENTS.md, a todo or notes file) into Honey-terse form so it costs fewer input tokens every session, without…
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Report this session's output tokens and CO₂ by running the repo's committed EcoLogits port, plus the modelled CO₂/$ saved vs a no-Honey baseline — always…