Plan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
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Guardrails for repos where coding agents (Claude Code and others) write code: permissions, managed settings, sandbox, hooks, branch rules, CODEOWNERS, agent tokens and secret scanning. Set up or audit.
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
An agent that writes code can also edit CI, read secrets and push. These guardrails keep a mistake or a prompt injection inside the repo's normal review path. Every mechanism below is one Claude Code or GitHub really reads; there is no .agent-permissions.yaml.
| Mode | Does |
|---|---|
setup | Proposes the configuration for the missing layers and writes it after approval |
audit | Checks each layer and gives a verdict. Writes nothing |
| No arg | audit |
solo is one developer; team adds managed settings and repo rules for several people. Without it, ask. Read .claude/settings.json, .claude/settings.local.json, .github/, CODEOWNERS and the branch rules (gh api repos/{owner}/{repo}/rulesets, gh api repos/{owner}/{repo}/branches/{branch}/protection).
Each layer stops what the one before cannot.
| Layer | What it stops | Mechanism |
|---|---|---|
| 1. Permission rules | Reading secrets, running tools without asking | .claude/settings.json → permissions.deny: Read(./.env), Read(./.env.*), Read(./secrets/**). A Read deny also blocks Edit and Write of that path and the file commands Claude Code recognizes in Bash (cat, head, tee, redirections), but not a script that opens the file itself |
| 2. Hooks | Destructive or irreversible commands, edits to CI and infra | A PreToolUse hook on Bash|PowerShell and on the file tools (Arcane ships guard.sh). Answers deny or ask with a reason |
| 3. Sandbox | Any process reading or writing outside the project, network exfiltration | sandbox.enabled: true or /sandbox; sandbox.filesystem.denyRead, sandbox.network.allowedDomains (starts empty). Covers shell commands only, not the file tools, MCP servers or hooks. Set sandbox.failIfUnavailable: true, or it silently runs unsandboxed. Native Windows has no sandbox: run Claude Code inside WSL2 to get one |
4. Managed settings (team) | A developer or a project file loosening layers 1–3 | managed-settings.json (macOS /Library/Application Support/ClaudeCode/, Linux /etc/claude-code/, Windows C:\Program Files\ClaudeCode\), MDM, or the claude.ai admin console. Keys: permissions.disableBypassPermissionsMode: "disable", allowManagedPermissionRulesOnly, allowManagedHooksOnly, allowManagedMcpServersOnly with allowedMcpServers. Check with /status → Setting sources |
| 5. MCP servers | A third-party server running code or reading data | Approve by name (enabledMcpjsonServers), never enableAllProjectMcpServers: true; deniedMcpServers for known bad ones |
| 6. Repo rules | An agent's branch reaching main unreviewed | Ruleset on the default branch: pull request required, 1+ approval from someone other than the author, required status checks, no force push, no deletion. The agent's identity cannot bypass it |
| 7. CODEOWNERS | Sensitive paths changing without the right reviewer | .github/workflows/, infra/, terraform/, migrations/, dependency manifests and .claude/ owned by a person, with "Require review from Code Owners" on |
| 8. Agent credentials | A leaked token doing more than the task needs | A fine-grained token or GitHub App limited to this repo, contents and pull_requests write only, no admin, short expiry. Never the developer's personal token with org-wide scope |
| 9. Secret scanning | A secret reaching the remote | GitHub secret scanning with push protection on; locally gitleaks git --pre-commit --staged (8.19+; older versions: gitleaks protect --staged) in a pre-commit hook |
For each layer record present, partial or missing, with the file or command that shows it. Missing evidence counts as missing.
.env* and secret folder that exists in the repo.PowerShell on Windows machines, not only Bash.gh api shows the ruleset; a classic branch protection counts too.| Verdict | When |
|---|---|
| PASS | Layers 1, 2, 6, 7 and 9 present; in team, also 4 and 8 |
| CONCERNS | Any of those partial, or layers 3 or 5 missing |
| FAIL | No deny rule for secrets, no review required on the default branch, or the agent uses an admin or org-wide token |
Report: verdict, one row per layer (status, evidence, fix), then the fixes in order of risk.
Show the exact change per layer (the JSON keys, the ruleset body, the CODEOWNERS lines) and ask "May I write these?" before writing. Repo rules and secret scanning are changed on GitHub: give the gh api command and let the user run it, since it changes the remote.
/supply-chain-security for dependencies and CI workflows./secret-management to move secrets out of .env files./ai-security when the product itself is an LLM app.还没有评价。欢迎分享你的使用感受。
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Plan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
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