autofix-triage

autofix-triage is a skill for Claude Code from opendatahub-io/autofix-skills. It costs 56 tokens per session (2,008 once invoked), scanned A, original, Apache-2.0.

A checker that decides whether a Jira bug report contains enough information for an automated coding agent to fix it. Jira is a tool for tracking bugs and other work items.

In plain words
What is it for?
Reading a Jira ticket and repository context, then producing a JSON verdict: ready, needs more information, or not fixable.
Why use it?
It prevents an autofix pipeline from attempting bugs whose symptoms, location, errors, or reproduction steps are too unclear.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: mentions CLAUDE.md; mentions Claude Code; mentions AGENTS.md.

Part of the autofix-skills plugin — 5 skills, 1 hook shipped together

Good fit Reading a Jira ticket and repository context, then producing a JSON verdict: ready, needs more information, or not fixable.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/opendatahub-io/autofix-skills/autofix-triage
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 opendatahub-io/autofix-skills --skill autofix-triage
Clone the repo
git clone --depth 1 https://github.com/opendatahub-io/autofix-skills

Made for: Claude Code.

Or install autofix-skills, the plugin that ships this one along with the rest of its 5 skills, 1 hook.

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 autofix-triage

README.md
[![agentmods](https://agentmods.dev/badge/skills/opendatahub-io/autofix-skills/autofix-triage/github.svg)](https://agentmods.dev/skills/opendatahub-io/autofix-skills/autofix-triage)
Your own site
<a href="https://agentmods.dev/skills/opendatahub-io/autofix-skills/autofix-triage"><img src="https://agentmods.dev/badge/skills/opendatahub-io/autofix-skills/autofix-triage/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 autofix-triage

Your own site · 80×15
<a href="https://agentmods.dev/skills/opendatahub-io/autofix-skills/autofix-triage"><img src="https://agentmods.dev/badge/skills/opendatahub-io/autofix-skills/autofix-triage.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 56 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,008 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.
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 $0.00056 $0.02008
Opus 5 $0.00028 $0.01004
Sonnet 5 $0.00011 $0.00402
Haiku 4.5 $0.00006 $0.00201

Measured 12d ago against content hash 364f04530daf, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

autofix-triage 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 12d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/write_json.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

skills/autofix-triage/SKILL.md · 118 lines

How it starts

The opening of the file, as written. The whole thing — 118 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Skill: Triage Bug Readiness

You are assessing a Jira bug ticket for AI autofix readiness. Your goal is to determine whether an automated coding agent (Claude Code) can successfully fix this bug given the information available. You will produce a structured JSON verdict written to a file.

Step 1: Parse the ticket content

Read the ticket from .triage-context/ticket.json (written by the pipeline orchestrator). Extract:

  • What the reporter claims is broken (the symptom)
  • Where they believe the bug is (component, feature area, file paths)
  • Any error messages, log output, or stack traces
  • Any repo URLs mentioned (GitLab or GitHub)
  • Steps to reproduce (if provided)
  • Expected vs. actual behavior (if stated)

Step 2: Orient via context files

Read the following files in order of priority. Stop reading deeper once you have a solid mental map of the repo structure:

  1. .triage-context/meta/ (if present) -- Team-provided architecture documentation from a meta repo. Read all markdown files in this directory. Focus on component maps, CRD lists, directory structure, and coding conventions. Use this to plan where to look in the code.
  2. AGENTS.md and/or CLAUDE.md (if present in repo root) -- The repo's own agent guidance, conventions, and critical rules. These are authoritative and take precedence over the architecture docs.
  3. README.md -- Fallback orientation if neither of the above exists.

If none of these files exist, explore the repository from scratch: check go.mod or package.json for the language/framework, list top-level directories, and read any contributing guides.

Step 3: Explore the actual code

Prerequisite: This step requires a cloned repository. The orchestrator only invokes the agent when a repo URL was found in the ticket, so a clone should always be available. If for any reason no repo is present in the working directory, set repo_readiness fields to false with a note and proceed directly to Step 4.

When a target repo is available, context files are a map, not the territory. Use Grep, Glob, and Read to:

Read the full file on GitHub · 118 lines

Files

What ships with it

3 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. 12d ago First seen · 118 lines · 56 tokens per session scan A 364f04530daf

Subscribe to this mod's changes

autofix-triage is a skill published in the GitHub repository opendatahub-io/autofix-skills (2 stars, last pushed 12d ago), licensed Apache-2.0. It adds 56 tokens to every session and 2,008 once invoked, about $0.0003 per session on Opus 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 2026-08-31.

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