honey
Cuts the tokens an AI coding agent spends by making it write less code and less prose without losing correctness, and compresses memory files and large tool output so they cost less on every session.
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14honey
Write less code and say less about it. Applies YAGNI and stdlib/native-first so the agent writes the minimum code that needs to…
@green-pthoney-ccr
Compress-Cache-Retrieve for huge, repetitive array tool output (logs, scan results, time series, event streams) before it enters…
@green-pthoney-chat
Honey for plain Claude — the terse-prose core with no agent-harness features. Paste into a claude.ai Project's custom…
@green-pthoney-compress
Rewrite a memory or context file (CLAUDE.md, AGENTS.md, a todo or notes file) into Honey-terse form so it costs fewer input…
@green-pthoney-debt
Harvest every `shortcut:` comment (and legacy `honey:` ones) in the codebase into a debt ledger, so the deliberate shortcuts…
@green-pthoney-design
Same pixels, fewer tokens — for user-facing deliverables where visual polish is the spec. Use when building or editing a landing…
@green-pthoney-eco
Report this session's output tokens and CO₂ by running the repo's committed EcoLogits port, plus the modelled CO₂/$ saved vs a…
@green-pthoney-gain
Show Honey's benchmark scoreboard — the committed quality and token results per task tier (code, user-facing, agent-to-agent)…
@green-pthoney-hive
Decide when to delegate to Honey's read-only subagents (hive-scout, hive-reviewer) instead of working inline, so the expensive…
@green-pthoney-loop
Cost discipline for recurring /loop runs. A loop multiplies per-iteration cost by iteration count, so waste compounds. Encodes…
@green-pthoney-memory
Create and maintain one committed per-project memory file (PROJECT.md) so agents stop re-discovering the same facts every cold…
@green-pthoney-px
Read huge, dense, read-only text as rendered PNG pages instead of raw text — image tokens scale with pixels, not characters, so…
@green-ptAgents
3hive-builder
AgentHoney hive subagent. Makes a small, surgical code change (≤2 files) under the Honey Lever-1 ladder — minimum code that needs to…
@green-pthive-reviewer
AgentHoney hive subagent. Reviews a diff or file set for correctness bugs, over-engineering, and over-verbosity, then returns the…
@green-pthive-scout
AgentHoney hive subagent. Read-only code locator — finds where symbols, callers, configs, or patterns live across the repo and returns…
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