OpenSRE is an open-source framework for building AI agents that investigate and resolve production incidents using operational data and tools. It is for site reliability engineers who want customizable incident-response workflows, training, and evaluation on their own infrastructure.
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.
npx skills add Tracer-Cloud/opensre --skill fixing-github-security-alertsgit clone --depth 1 https://github.com/Tracer-Cloud/opensreWrote 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/skills/tracer-cloud/opensre/fixing-github-security-alerts)<a href="https://agentmods.dev/skills/tracer-cloud/opensre/fixing-github-security-alerts"><img src="https://agentmods.dev/badge/skills/tracer-cloud/opensre/fixing-github-security-alerts/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/skills/tracer-cloud/opensre/fixing-github-security-alerts"><img src="https://agentmods.dev/badge/skills/tracer-cloud/opensre/fixing-github-security-alerts.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 | $0.00030 | $0.01206 |
| Opus 5 | $0.00015 | $0.00603 |
| Sonnet 5 | $0.00006 | $0.00241 |
| Haiku 4.5 | $0.00003 | $0.00121 |
Grade A, and why
fixing-github-security-alerts 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 yesterday.
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 — 119 lines — stays where its author put it; the contents beside it link to each section on GitHub.
GitHub security and quality fix
Use fix_github_security_alert to remediate a supported security or quality
finding, producing a local diff or a pull request as requested.
When to use
- The user asks to fix/remediate GitHub security and quality issues, security alerts, Security and quality findings, Code Quality findings, Dependabot alerts, CodeQL/code-scanning alerts, vulnerable dependencies, or repo security issues.
- The user says "hey fix the security issues", "fix the security issues in owner/repo", "fix the security and quality issues", or "fix the opensre repo security issues and raise a PR".
- A GitHub security alert URL,
/security/code-scanningpage URL, or/security/qualityURL is provided.
Scope
Use other workflows for these requests:
- Ordinary GitHub issue/PR create, close, comment, assign, label, merge, or repo
reads. Use
github_cli. - Secret-scanning remediation. The tool will refuse it because the secret must be revoked/rotated outside the repo before code cleanup.
Workflow rules
- For broad repo requests, call:
fix_github_security_alert(owner?, repo?, alert_type="auto", open_pr=<user asked PR>)and let the tool select one open supported security or quality finding. - If no owner/repo is named, omit both and let the tool use the current checkout's GitHub origin.
- If the user supplies an alert URL,
/security/code-scanningpage URL, or/security/qualityURL, pass it asalert_url. - If they name a Dependabot alert, code-scanning alert, CodeQL alert, or Code
Quality finding number, pass
alert_typeandalert_number. - Use
alert_type="code_quality"for GitHub/security/qualitystandard findings such as unused import, empty except, unreachable code, or mixed returns. - Use
alert_type="code_scanning"for GitHub/security/code-scanningpages or broad CodeQL/code-scanning requests. - Set
open_pr=trueonly when they ask to open/raise/create a PR or "ship" the fix; otherwise leave it false for a local diff. - Never use
github_clito run a rawghworkflow around this. The fixer owns alert context, fix execution, branch safety, and PR creation. - The tool runs one alert per call. Do not loop over multiple alerts unless the user explicitly asks to continue after the first result.
- The tool fixes findings itself: built-in fixers first, then an auto-detected
coding agent CLI (no configuration needed). Never add coding-agent advice,
CLI names, or install commands beyond what the tool's
errortext already says, and never make an external agent the user's next step. - If the tool returns
response_text, output exactly that text and stop. - If the tool reports no automatic patch, reply in one short line from
error. Do not say "next steps", do not add numbered options, do not list example commands, and do not ask a broad follow-up question. - After the tool returns, reply briefly from the result: finding type/number,
changed files, and PR URL if present. If
error_kindis set, explain the required next step fromerror.
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.
- yesterday First seen · 119 lines · 30 tokens per session scan A 9e8c689b3f2a
fixing-github-security-alerts is a skill published in the GitHub repository Tracer-Cloud/opensre (11,038 stars, last pushed today), licensed Apache-2.0. It adds 30 tokens to every session and 1,206 once invoked, about $0.0002 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 2026-09-10.
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