issue:refine

issue:refine is a skill for Claude Code from bendrucker/claude. It costs 59 tokens per session (1,431 once invoked), scanned A, original, MIT.

A guide for turning a short bug, feature, refactor, or investigation request into a detailed issue for developers or AI agents.

In plain words
What is it for?
Use it to refine issue descriptions, select an issue type, gather relevant code context, and draft a reviewable issue file.
Why use it?
It adds the technical context and structure needed to understand the work before it is entered into an issue tracker.

Skill for Claude Code

Written for Claude Code: argument-hint in frontmatter.

Part of the issue plugin — 2 skills shipped together

Good fit Use it to refine issue descriptions, select an issue type, gather relevant code context, and draft a reviewable issue file.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/bendrucker/claude/refine
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 bendrucker/claude --skill refine
Clone the repo
git clone --depth 1 https://github.com/bendrucker/claude

Made for: Claude Code.

Or install issue, the plugin that ships this one along with the rest of its 2 skills.

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 issue:refine

README.md
[![agentmods](https://agentmods.dev/badge/skills/bendrucker/claude/refine/github.svg)](https://agentmods.dev/skills/bendrucker/claude/refine)
Your own site
<a href="https://agentmods.dev/skills/bendrucker/claude/refine"><img src="https://agentmods.dev/badge/skills/bendrucker/claude/refine/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 issue:refine

Your own site · 80×15
<a href="https://agentmods.dev/skills/bendrucker/claude/refine"><img src="https://agentmods.dev/badge/skills/bendrucker/claude/refine.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 59 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,431 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 $0.00059 $0.01431
Opus 5.5 $0.00024 $0.00572
Sonnet 5.5 $0.00012 $0.00286
Haiku 4.5 $0.00006 $0.00143

Measured 10d ago against content hash cebc230b596c, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

issue:refine 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 10d 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.

plugins/issue/skills/refine/SKILL.md · 112 lines

How it starts

The opening of the file, as written. The whole thing — 112 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Issue Refinement

Arguments

Parse $ARGUMENTS:

  • --type bug|feature|refactor|spike: use that type's guide. Default: infer the type per Issue Types.
  • --compact: write the trivial body per Section Selection, still with frontmatter. Default: size the body to the issue.

Issue Types

Type When to Use Guide
Bug Something is broken bug.md
Feature New capability feature.md
Refactor Internal improvement, no behavior change refactor.md
Spike Timeboxed investigation; output is a recommendation, not a shipped change spike.md

Workflow

Read the type guide, gather context from code and related issues, and draft the refinement. Write it to tmp/issue-<slug>.md and output it for approval. After approval, hand the file to the platform skill (for Linear, linear:linear), which owns all save mechanics, including mapping frontmatter to tracker fields. On GitHub, a screenshot the body references by local path goes on gh issue create --attach, per github:attach.

Output Structure

YAML frontmatter for the metadata a tracker stores as fields, then the body below the closing ---. The body leads with the summary prose directly, under no heading.

---
title: fix connection pool exhaustion under load   # sentence case, one line, no long parentheticals
type: bug                                           # bug | feature | refactor | spike
labels: [performance, database]                     # optional; neutral tags
priority: high                                      # optional; urgent | high | medium | low
relations:                                          # optional; tracker links per relation
  blocks: []
  blocked-by: []
  related:
    - https://linear.app/acme/issue/ENG-1970
  duplicate-of: []
---

The nightly export marks its run successful even when per-object retrievals
time out, so downstream jobs read a partial snapshot as if it were complete.

[Type-specific sections from guide (select, don't fill)]

## 🤖 Agent Context

Read the full file on GitHub · 112 lines

Files

What ships with it

4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 10d ago Changed cebc230b596c
  2. 23d ago Changed · +20 tokens per session 0d645cd3635b
  3. 2mo ago Changed bb6d38ee3a3d
  4. 2mo ago First seen · 112 lines · 39 tokens per session scan A 7240358fa663

Subscribe to this mod's changes

issue:refine is a skill published in the GitHub repository bendrucker/claude (18 stars, last pushed today), licensed MIT. It adds 59 tokens to every session and 1,431 once invoked, about $0.0002 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

issue:refine compared with skills from other repositories

issue:refine next to 6 skills from other repositories
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issue:refinebendrucker/claudeSkill18todayMITA59Claude Code
reviewSethGammon/CitadelSkill9284d agoMITA17Claude Code
system-upgradealivecontext/aliveSkill132yesterdayMITA55Claude Code
wenlan-handoffwenlan-app/wenlanSkill94todayApache-2.0A43Claude Code, Codex
extract-resumesuxrobGM/jobpilotSkill111todayMITA32Claude Code
pr-reviewnitinjain999/platform-skillsSkill71yesterdayApache-2.0A81Claude Code
read-literaturefirecrawl/firecrawl-claude-pluginSkill2583d agoMITA101Claude Code