Borrowing it
Nothing to install: this file belongs to opendatahub-io/autofix-skills. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/opendatahub-io/autofix-skills/main/AGENTS.mdgit clone --depth 1 https://github.com/opendatahub-io/autofix-skillsWrote 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.
[](https://agentmods.dev/instructions/opendatahub-io/autofix-skills/agents-md)<a href="https://agentmods.dev/instructions/opendatahub-io/autofix-skills/agents-md"><img src="https://agentmods.dev/badge/instructions/opendatahub-io/autofix-skills/agents-md/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.
<a href="https://agentmods.dev/instructions/opendatahub-io/autofix-skills/agents-md"><img src="https://agentmods.dev/badge/instructions/opendatahub-io/autofix-skills/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.01531 | $0.01531 |
| Opus 5 | $0.00766 | $0.00766 |
| Sonnet 5 | $0.00306 | $0.00306 |
| Haiku 4.5 | $0.00153 | $0.00153 |
Grade A, and why
autofix-skills AGENTS.md 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 11d 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.
How it starts
The opening of the file, as written. The whole thing — 88 lines — stays where its author put it; the contents beside it link to each section on GitHub.
autofix-skills
Claude Code plugin providing orchestrator skills, prompt files, and state management scripts for the Jira autofix pipeline.
Repository Structure
.claude-plugin/plugin.json Marketplace packaging metadata
skills/ Skill directories (each contains SKILL.md + prompts/ + scripts/)
autofix-resolve/ Orchestrator: implement → review → evaluate loop
scripts/ state.py, merge_findings.py, write_json.py
autofix-cve-resolve/ CVE orchestrator: state-machine dispatcher
scripts/ state.py, cve_pipeline.py, scan.sh, verify.sh, check-existing-prs.sh, write_json.py
autofix-triage/ Standalone bug readiness assessment
scripts/ write_json.py
autofix-repo-resolve/ Repo URL disambiguation for multi-URL tickets
schemas/ repo-resolve-verdict.json
scripts/ write_json.py, validate_verdict.py
hooks/ Claude Code event hooks
hooks.json SessionStart hook for context-compression recovery
Hooks
The SessionStart hook in hooks/hooks.json runs tmp/dispatch-recovery.sh after context compression to restore orchestrator state. This bootstrap script is generated by state.py init during skill initialization — it embeds the absolute path to state.py so the hook can locate it without ${CLAUDE_SKILL_DIR} (which is only available during skill execution). The hook is a no-op if the bootstrap script doesn't exist, i.e. before any skill has run state.py init.
Architecture
This plugin implements the inner layer of the autofix pipeline. The outer layer (ticket fetching, repo cloning, container launch, verdict reading, push, labeling) lives in jira-autofix and agentic-ci.
Orchestrator skills (autofix-resolve, autofix-cve-resolve) are dispatchers — they call sub-agents via prompt files and delegate deterministic work to Python scripts. They never contain domain logic directly.
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.
- 11d ago First seen · 88 lines · 1,531 tokens per session scan A fd561694187d
autofix-skills AGENTS.md is an instructions file published in the GitHub repository opendatahub-io/autofix-skills (2 stars, last pushed 10d ago), licensed Apache-2.0. It adds 1,531 tokens to every session, about $0.0077 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.
Other instructions, from other repositories
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
codex AGENTS.md
AGENTS.md instructions for openai/codex, covering rust/codex-rs, the codex-core crate, code review rules, crate api surface and model visible context.
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
spec-kit AGENTS.md
AGENTS.md instructions for github/spec-kit, covering agents.md, about spec kit and specify, quickstart — add a new integration in 5 steps, integration architecture and integrationmanifest — file tracking.
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, applying the notice (cutover) and fallback chain (never fail the build).