honey-debt

honey-debt is a skill for Claude Code from Green-PT/honey-for-devs. It costs 14 tokens per session (497 once invoked), scanned A, original, MIT.

A scanner that collects special comments marking deliberate code shortcuts into a debt ledger. Each entry records the shortcut’s limit and when it should be reconsidered.

In plain words
What is it for?
Use it to list `honey:` markers by file and line, identify shortcuts without triggers, and optionally find their owner with Git history.
Why use it?
Shortcuts can be forgotten and quietly become technical debt, meaning future work needed because of an earlier compromise. The ledger makes those trade-offs visible and flags missing revisit conditions.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the honey plugin — 14 skills, 3 agents, 3 hooks shipped together

Good fit Use it to list honey: markers by file and line, identify shortcuts without triggers, and optionally find their owner with Git history.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/green-pt/honey-for-devs/honey-debt
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Green-PT/honey-for-devs --skill honey-debt
Clone the repo
git clone --depth 1 https://github.com/Green-PT/honey-for-devs

Made for: Claude Code.

Or install honey, the plugin that ships this one along with the rest of its 14 skills, 3 agents, 3 hooks.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for honey-debt

README.md
[![agentmods](https://agentmods.dev/badge/skills/green-pt/honey-for-devs/honey-debt/github.svg)](https://agentmods.dev/skills/green-pt/honey-for-devs/honey-debt)
Your own site
<a href="https://agentmods.dev/skills/green-pt/honey-for-devs/honey-debt"><img src="https://agentmods.dev/badge/skills/green-pt/honey-for-devs/honey-debt/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for honey-debt

Your own site · 80×15
<a href="https://agentmods.dev/skills/green-pt/honey-for-devs/honey-debt"><img src="https://agentmods.dev/badge/skills/green-pt/honey-for-devs/honey-debt.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 14 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 497 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00014 $0.00497
Opus 5.5 $0.00006 $0.00199
Sonnet 5.5 $0.00003 $0.00099
Haiku 4.5 $0.00001 $0.00050

Measured 19d ago against content hash 24baf670c41c, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

honey-debt scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 19d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.hermes/skills/honey-debt/SKILL.md · 55 lines

What it actually says

Honey Debt

Lever 1 trades code for a known ceiling. That trade is only honest if someone can see it later. Every deliberate simplification carries a shortcut: comment naming its ceiling and the trigger to revisit; this collects them into one ledger. Older code may carry the previous honey: prefix — same convention, harvest both.

Scan

P='(#|//|--|/\*) ?(shortcut|honey):'
if git rev-parse --git-dir >/dev/null 2>&1; then git grep --untracked -nE "$P"
else grep -rnE "$P" . --exclude-dir={node_modules,.git,dist,build,vendor}; fi

Each hit is one row. git grep skips everything gitignored. The comment prefix is what keeps prose that merely mentions the convention out of the ledger.

Output

One row per marker, grouped by file:

<file>:<line> — <what was simplified>. ceiling: <the limit>. trigger: <when to revisit>.

The convention is shortcut: <ceiling>, <trigger>, so both fields come straight from the comment. Add git blame -L<line>,<line> -- <file> per row only if the user asks who owns it.

Tag any marker with no trigger no-trigger — a ceiling without a revisit condition is the shape that rots. End with:

<N> markers, <M> with no trigger.

Nothing found: No shortcut debt. Clean ledger.

Boundaries

  • Report only. Don't fix, refactor, or remove markers — the user decides what to pay down. Offer, don't act.
  • Don't invent debt. A TODO/FIXME is not a shortcut: marker; mention the count separately at most once if it's large, don't fold it into the ledger.
  • Don't editorialise per row. The ledger is data. Save any judgement for one closing line, and only if something is genuinely alarming.
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 19d ago Changed · +3 lines 24baf670c41c
  2. 2mo ago First seen · 52 lines · 14 tokens per session scan A 5a3b6eba6b3e

Subscribe to this mod's changes

honey-debt is a skill published in the GitHub repository Green-PT/honey-for-devs (348 stars, last pushed 19d ago), licensed MIT. It adds 14 tokens to every session and 497 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Related

honey-debt compared with skills from other repositories

honey-debt next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
honey-debtGreen-PT/honey-for-devsSkill34819d agoMITA14Claude Code
review-fullfaizkhairi/claude-code-blueprintSkill73yesterdayMITA120Claude Code
review-difffaizkhairi/claude-code-blueprintSkill73yesterdayMITA40Claude Code
cast-reviewcodecast-sh/codecastSkill43yesterdayMITA78Claude Code
cast-second-opinioncodecast-sh/codecastSkill43yesterdayMITA52Claude Code
pr-reviewfaizkhairi/claude-code-blueprintSkill73yesterdayMITB112Claude Code
reviewhelderberto/agent-skillsSkill2011d agoMITA0Claude Code