PR Babysitter
openinterpreter/openinterpreter
Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.
Review code for security problems; scan for vulnerabilities, secrets, dependency and prompt risks.
$ npx skills add boshu2/agentops --skill security -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install boshu2/agentops security --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/security .claude/skills/security && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "security" agent skill from https://github.com/boshu2/agentops/tree/main/skills/security into .claude/skills/security/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "security", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/boshu2/agentops/tree/main/skills/securityType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add boshu2/agentops --skill security -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install boshu2/agentops security --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/security .agents/skills/security && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "security" agent skill from https://github.com/boshu2/agentops/tree/main/skills/security into .agents/skills/security/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "security", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add boshu2/agentops --skill security -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install boshu2/agentops security --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/security .cursor/skills/security && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "security" agent skill from https://github.com/boshu2/agentops/tree/main/skills/security into .cursor/skills/security/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "security", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/boshu2/agentops.git --path skills/security--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add boshu2/agentops --skill security -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install boshu2/agentops security --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/security .gemini/skills/security && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "security" agent skill from https://github.com/boshu2/agentops/tree/main/skills/security into .gemini/skills/security/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "security", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install boshu2/agentops securityInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add boshu2/agentops --skill security -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/security .github/skills/security && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "security" agent skill from https://github.com/boshu2/agentops/tree/main/skills/security into .github/skills/security/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "security", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add boshu2/agentops --skill security -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install boshu2/agentops security --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/security .opencode/skills/security && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "security" agent skill from https://github.com/boshu2/agentops/tree/main/skills/security into .opencode/skills/security/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "security", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
securityReview code for security problems; scan for vulnerabilities, secrets, dependency and prompt risks.
Security is an agent skill from boshu2/agentops. Review code for security problems; scan for vulnerabilities, secrets, dependency and prompt risks. Use when: asked whether code is safe to ship, even one small handler.
Its SKILL.md is about 2.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 11 other files, including scripts and reference files (for example `references/agentops-redteam-pack.json`, `references/owasp-checklist.md` and `references/policy-example.json`).
It sits in Development, covering Code review. The repository describes itself as: DevOps discipline for AI coding agents: shape the work, track it as a graph, and get each change judged by a context that didn't write it. The licence is Apache-2.0.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 8cc4a11. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Ships 3 files in scripts/ (Python and Shell), which the agent can run.
Shell commands in SKILL.md call:
bashjqFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Security loads about 2.6k tokens when it runs, and up to ~6.8k if it reads all its reference files. Until then it costs about 44 tokens; SKILL.md has 1,085 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
The full file from boshu2/agentops at commit 8cc4a11, republished under its Apache-2.0 licence (© boshu2). 1,085 words, ~2,580 tokens.
.claude/skills/security/SKILL.md (or your agent's skills folder). This skill also uses 9 other files; get the full folder from GitHub.Purpose: Find and report security weaknesses in code, scripts, authorized binaries, and repo-managed prompt surfaces, with honest coverage.
Use this skill for a caller-requested security review of code, a repository scan, authorized binary assurance, dependency risk, secrets, or offline prompt-surface redteam.
--require-tools when complete tool coverage is required. Why: absent evidence is not evidence of absence.Apply these to every review, scripted or manual. They are the rules most often skipped:
target: <paths, endpoints, or binary>; authorization: <boundary>
findings: <id> <severity> <file:line> <class>: <what>
proven: <input run> | suspected: <candidate input, why not run>
fix class: <a few words>
coverage: <class> -> finding <ids> | clean | not assessed (<why>)
tools: <scanner or command> -> ran | missing | error
hunt: converged after <n> passes | unconverged | not runCode-level review and redteam passes work in any repository, with or without AgentOps tooling. Walk the ledger against the full surface and probe fail-open behavior where that is safe. Repeat full passes until one complete pass adds no new finding and no new coverage gap; that quiet round is the stop condition. If the budget ends first, report the hunt as unconverged. The quiet-round rule applies only to the manual hunt.
Each selected scan runs once per request; a rerun is a new caller decision.
| Surface | Entry point | Location |
|---|---|---|
| Repository gate (quick or full) | scripts/security-gate.sh | AgentOps repository root only |
| Composable suite for authorized binaries | skills/security/scripts/security_suite.py | this skill's scripts/ |
| Offline prompt-surface redteam | skills/security/scripts/prompt_redteam.py | this skill's scripts/ |
This is the canonical security runbook. Suite policy gating produces machine-consumable outputs, including policy/policy-verdict.json when a policy file is supplied.
scripts/security-gate.sh --mode quick # changed scope
scripts/security-gate.sh --mode full # repository-wideAdd --require-tools when skipped scanners would invalidate the assurance
claim. Checkpoint: preserve the exit code and verify the reported
security-gate-summary.json exists and parses before triage; report the result
as incomplete unless the selected artifact validator and process both succeed.
Scheduled automation runs the full gate against the intended branch and retains its artifact directory. A failing scheduled run creates actionable tracked work; AgentOps itself does not supply the scheduler.
Artifact directory: repository gates write ${SECURITY_GATE_OUTPUT_DIR:-${TMPDIR:-/tmp}/agentops-security}/<run-id>/; composable-suite and redteam runs use their explicit --out-dir.
Filename convention: repository gates require security-gate-summary.json (and raw summary.json); suite runs require suite-summary.json; redteam runs require redteam/redteam-results.json.
Serialization/schema format: security-gate-summary.json is JSON with nonempty mode, run_id, output_dir, and gate_status, numeric missing_tool_count, boolean require_tools, and object toolchain.
Validator command: with OUT=<security-gate-run-dir>, run jq -e '(.mode|type)=="string" and (.mode|length)>0 and (.run_id|type)=="string" and (.run_id|length)>0 and (.output_dir|type)=="string" and (.output_dir|length)>0 and .gate_status=="PASS" and (.missing_tool_count|type)=="number" and (.require_tools|type)=="boolean" and (.toolchain|type)=="object"' "$OUT/security-gate-summary.json" >/dev/null.
Output: the review report above; for scripted scans also the artifact path, command/exit code, mode, and gate status. Do not add an owner, next action, approval, release, ship, or retry decision.
Run the skill and redteam validators:
bash skills/security/scripts/validate.sh
bash tests/scripts/test-security-suite-redteam.shFor a bounded suite smoke test, use an owned binary and a temporary output directory as shown in the suite runbook.
| Problem | Response |
|---|---|
| Scanner missing/error | Record the coverage gap; install it or rerun with --require-tools when required |
| Local/CI mismatch | Compare scanner versions, config, mode, and both artifact directories |
| Suspected false positive | Reproduce narrowly; document any authorized suppression and its owner |
| Suite/baseline failure | Inspect the named compare/policy artifact; never refresh baseline reflexively |
| Redteam failure after wording change | Decide whether the control regressed or the attack-pack matcher needs intentional revision |
© boshu2, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 9 other files (scripts, references) in skills/security of boshu2/agentops.
Open the folder on GitHubat commit 8cc4a11
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in boshu2/agentops, which our catalogue first saw on October 7, 2026.
Security next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Security this skillboshu2/agentops | 447 | 1 repos | ~2.6k | Automated safety check: Pass | Apache-2.0 | |
| PR Babysitteropeninterpreter/openinterpreter | 69k | 3 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | |
| Code Review ChecklistshareAI-lab/learn-claude-code | 78k | 5 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Backend Code Reviewlangflow-ai/langflow | 156k | — | ~3.5k | Automated safety check: Notes | MIT | |
| Understand Diff AnalysisEgonex-AI/Understand-Anything | 85k | 1 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Mole Bug Patternstw93/Mole | 69k | — | ~2k | Automated safety check: Pass | GPL-3.0 |
openinterpreter/openinterpreter
Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.
shareAI-lab/learn-claude-code
Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format.
langflow-ai/langflow
Review backend code for quality, security, maintainability, and best practices based on established checklist rules.
Egonex-AI/Understand-Anything
Reads your git changes or a pull request against a prebuilt knowledge graph of the project to explain what changed, which components are affected and what is risky.
tw93/Mole
A catalog of recurring bug shapes in the Mole Mac cleaner, used to review safety-sensitive diffs for deletion safety, unbounded commands, shell traps and weak tests.
langgenius/dify
Reviews backend code under api/ for concrete, reproducible defects, routes to rule packs for architecture, schema, repositories and SQLAlchemy, and ranks findings from P0 to P3.
boshu2/agentops
Dispatch independent tasks to parallel workers or subagents without write collisions.
boshu2/agentops
Compare independent opinions from several models or contexts without inflating agreement.
boshu2/agentops
Draft or lint a bounded long-running goal prompt with a finish line and hard limits.
boshu2/agentops
Write or update READMEs, docs, repo instructions and handoff notes, checked against source.
boshu2/agentops
Brainstorm evidence-backed options for what to build, or stress-test an idea.
boshu2/agentops
Change or repair code, config or services without weakening tests; report what ran and what did not.
Categories
Review code for security problems; scan for vulnerabilities, secrets, dependency and prompt risks. Security is an agent skill from boshu2/agentops. Review code for security problems; scan for vulnerabilities, secrets, dependency and prompt risks.
Security fits situations like: : asked whether code is safe to ship; even one small handler.
Run `npx skills add boshu2/agentops --skill security -a claude-code`. Or copy the skill folder (skills/security in boshu2/agentops) into .claude/skills/security in your project. Claude Code loads it when a task matches its description.
Run `npx skills add boshu2/agentops --skill security -a codex`. Or copy the skill folder (skills/security in boshu2/agentops) into .agents/skills/security in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add boshu2/agentops --skill security -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/security, .gemini/skills/security, .github/skills/security and .opencode/skills/security in your project.
Going by SKILL.md and its folder, Security needs Python and a shell for the scripts in its folder and the command-line tools its instructions call (bash and jq). Our summary lists: Python 3; A Bash shell.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Security is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.6k tokens (SKILL.md is roughly 10k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 4.3k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Security: PR Babysitter (openinterpreter/openinterpreter, 69k stars), Code Review Checklist (shareAI-lab/learn-claude-code, 78k stars), Backend Code Review (langflow-ai/langflow, 156k stars) and Understand Diff Analysis (Egonex-AI/Understand-Anything, 85k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
boshu2 (a GitHub user) maintains it in boshu2/agentops, which has 447 GitHub stars. The repository holds 31 skills in this directory. The repository was last updated on October 7, 2026.
Source: boshu2/agentops on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.