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 agentmods add skills/tracer-cloud/opensre/ci_fixnpx skills add Tracer-Cloud/opensre --skill ci_fixgit clone --depth 1 https://github.com/Tracer-Cloud/opensreWhat 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 | $0.00045 | $0.00439 |
| Opus 5 | $0.00023 | $0.00219 |
| Sonnet 5 | $0.00009 | $0.00088 |
| Haiku 4.5 | $0.00005 | $0.00044 |
Grade A, and why
github-ci-fix 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 2d 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.
What it actually says
GitHub CI Fix
Use fix_github_pr_ci for GitHub CI remediation requests, not
github_cli or shell_run.
Rules:
- Pass
pr_urlwhen the user provides a GitHub pull request URL. - Pass
owner,repo, andpr_numberwhen the user names a repo and PR number. - Pass
branch(e.g.branch="main") when the user asks to fix a branch's failing CI itself; never combine it with a PR selector. Merged or closed PRs are refused — usebranchfor failures already on the base branch. - If no repo is named, omit
ownerandrepo; the tool uses the current checkout's GitHub origin. - The tool inspects failing GitHub Actions checks, fixes the local checkout or a temporary linked git worktree, commits, pushes the PR branch or fresh repair branch, and waits for the checks triggered by that push. It does not open a new PR.
- Fork PR branches are refused by the tool because OpenSRE only pushes to branches in the same repository.
- Branch targets such as
mainare never pushed directly; OpenSRE pushes a freshopensre/ci-fix-*repair branch. - The tool owns CI log inspection, fix execution, branch checkout, commit, and
push plus post-push check verification. Do not run a raw
ghworkflow around it. - If the tool returns
response_text, output exactly that text and stop. - If no fix is produced, keep the reply to one short line from
error; do not say "next steps", add numbered options, list example commands, or ask a broad follow-up question.
What ships with it
9 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.
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.
- 2d ago First seen · 36 lines · 45 tokens per session scan A 3e64cdbbeaf5
github-ci-fix is a skill published in the GitHub repository Tracer-Cloud/opensre (10,985 stars, last pushed today), licensed Apache-2.0. It adds 45 tokens to every session and 439 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 2026-08-30.
Other skills, from other repositories
host_bash
设备上跑只读 shell 命令做诊断探索(沙箱化 / read-only policy).
host_restart_service
重启允许列表内的 systemd service(mutating,触发 reviewer 二审).
file_inspector
Inspect files on the host filesystem.
edge_disk_audit
Audit disk usage on edge devices.
hello-world
Skill whose name uses a dash, expected to be normalized.
future_skill
A skill that uses fields ongrid does not yet recognize.