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浏览器自动化 AI Agent 框架 — MCP Server + CLI + 多模式扩展
We found this by crawling public sources and nobody has attested to it. That is how most of the registry gets here, and it is not a mark against the artifact — it only means no authenticated act of publication is on record. An artifact can be the vendor's own and still appear here.
4 critical findings reported by agent-audit-kit, 3 of them in the installed artifact. The composite score alone does not reflect this — read the per-scanner reports below.
Choose your runtime: the CLI writes the mcpServers config entry for that target.
nerlo install --target claude-code -- browser-agent
Install respects the composite badge: Clean proceeds, Caution prompts for confirmation, and Flagged is refused. Write operations require an API token.
4 of 11 scanners examined this package. The rest do not apply to it — language, ecosystem and packaging decide which analyzers can say anything, and a scanner that cannot examine an artifact reports nothing rather than passing it.
v2.0.11
68 findings · 11.3s
v0.3.74
17 findings · 9.6s
v0.1.0
4 findings · 5.1s
v0.1.0
13 findings · 5.2s
v1.4.0
None of the entry points this scanner reads were found in this artifact. What each scanner covers
0 findings · 0.2s
vv0.3.2
No Go packages were found in this artifact. What each scanner covers
0 findings · 0.1s
v0.1.0
This scanner found nothing in this artifact that it assesses. What each scanner covers
0 findings · 1.8s
No report in this scan: govulncheck, osv-scanner, trivy, trivy_image.
1 scan on record. Every scan's full results are retained immutably for 24 months.
| Completed | Composite | Change | Scanners | Status |
|---|---|---|---|---|
| Aug 21, 2026 | Scan Halted | — | agentshield ·n/a: not applicablecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completecapslock ·n/a: not applicablenerlo-multi-source ·n/a: not applicable | rejected |
Findings in files this artifact installs stand as reported; a model re-read the rest and said which ones it believes are false positives. This is a second opinion published beside the evidence, not a correction to it: the per-scanner reports above are unchanged, every dismissed finding is still listed there at its original severity, and the score and the Flagged badge are computed from those raw severities alone. Nothing below moved them.
Out of 102 findings across every scanner that examined this package. None of the 4 findings rated critical by their scanner were dismissed.
Two keys had to turn. The model had to name a reason from a fixed list of six, and a deterministic check of ours — over which files this artifact actually installs — had to independently agree. Anything it could not corroborate is in “not reviewed” above, at full severity.
9 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: SOCIAL_ENG_VAGUE_DESCRIPTION, MANIFEST_MISSING_LICENSE, MANIFEST_INVALID_NAME and 1 more · Files: /repo/docs/计划/SKILL.md, /repo/docs/技术文档/SKILL.md, /repo/docs/superpowers/specs/SKILL.md and 1 more · reported by cisco-skill-scanner, nerlo-install-instruction
1 Agent instruction file — The match is in a file that instructs an AI coding agent — a CLAUDE.md or similar. It is documentation of intent, and our own check confirmed it is not part of what gets installed.
Rules: TOOL_ABUSE_UNDECLARED_NETWORK · Files: /repo/repo/AGENTS.md · reported by cisco-skill-scanner
These findings are in files this artifact installs and are not placeholder values. No false-positive basis can be corroborated for such a finding, so this review never dismisses one; they were not sent to the model and stand at their scanner's severity.
34 HIDDEN_DATA_FILE
Files: /repo/.agents/skills/playwright-cli/references/request-mocking.md, /repo/.agents/skills/batch-files/references/batch-files-and-functions.md, /repo/.agents/skills/playwright-cli/references/session-management.md and 31 more · reported by cisco-skill-scanner
7 FILE_MAGIC_MISMATCH
Files: /repo/.agents/skills/batch-files/assets/task.txt, /repo/.agents/skills/batch-files/assets/library.txt, /repo/.agents/skills/batch-files/assets/executable.txt and 1 more · reported by cisco-skill-scanner
7 MANIFEST_MISSING_LICENSE
Files: /repo/.agents/skills/powershell-windows/SKILL.md, /repo/.agents/skills/playwright-cli/SKILL.md, /repo/.agents/skills/batch-files/SKILL.md and 4 more · reported by cisco-skill-scanner
6 opt.nerlo-rules.nerlo-install-run-bundled-artifact
Files: /repo/.agents/skills/batch-files/references/batch-files-and-functions.md · reported by nerlo-install-instruction
6 opt.nerlo-rules.nerlo-install-shell-inline-command
Files: /repo/.agents/skills/batch-files/assets/library.txt, /repo/.agents/skills/batch-files/references/batch-files-and-functions.md · reported by nerlo-install-instruction
4 opt.nerlo-rules.nerlo-py-dynamic-exec
Files: /repo/scripts/login/export_cookies.py, /repo/src/browser_agent/chat/tools.py, /repo/src/browser_agent/core/agent.py · reported by nerlo-behavioral
4 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/.agents/skills/cli-mastery/references/SKILL.md, /repo/.agents/skills/playwright-cli/references/SKILL.md and 1 more · reported by cisco-skill-scanner
3 RESOURCE_ABUSE_INFINITE_LOOP
Files: /repo/scripts/browser/keep_alive_open.py, /repo/src/browser_agent/core/session.py, /repo/src/modes/zhipin/scraper.py · reported by cisco-skill-scanner
2 AAK-LLM-SQL-RCE-001
Files: src/browser_agent/chat/cli.py, src/browser_agent/chat/knowledge.py · reported by agent-audit-kit
2 AAK-MCP-ATTEST-001
Files: config/mcp_config.json · reported by agent-audit-kit
2 AAK-MCP-SDK-CVE-2026-52869-001
Files: pyproject.toml, requirements.txt · reported by agent-audit-kit
2 AAK-OAUTH-3P-001
Files: pyproject.toml, requirements.txt · reported by agent-audit-kit
2 DATA_EXFIL_NETWORK_REQUESTS
Files: /repo/scripts/browser/download_camoufox.py · reported by cisco-skill-scanner
1 AAK-ANTHROPIC-SDK-001
Files: src/browser_agent/mcp/server.py · reported by agent-audit-kit
1 AAK-DNS-REBIND-002
Files: pyproject.toml · reported by agent-audit-kit
1 AAK-IPI-WILD-CORPUS-001
Files: .agents/skills/playwright-cli/references/storage-state.md · reported by agent-audit-kit
1 AAK-LOGINJ-001
Files: src/browser_agent/mcp/server.py · reported by agent-audit-kit
1 AAK-MCP-006
Files: config/mcp_config.json · reported by agent-audit-kit
1 AAK-SKILL-001
Files: .agents/skills/playwright-cli/SKILL.md · reported by agent-audit-kit
1 AAK-STDIO-001
Files: src/browser_agent/cli/main.py · reported by agent-audit-kit
1 AAK-SUPPLY-004
Files: pyproject.toml · reported by agent-audit-kit
1 AAK-TASKS-003
Files: scripts/report/task_logger.py · reported by agent-audit-kit
1 COMMAND_INJECTION_SHELL_TRUE
Files: /repo/src/browser_agent/core/agent.py · reported by cisco-skill-scanner
1 EXCESSIVE_FILE_COUNT
Files: /repo/. · reported by cisco-skill-scanner
Critical risks from shell execution and dynamic code.
The artifact contains critical findings related to potential SQL injection leading to remote code execution in `src/browser_agent/chat/cli.py` and `src/browser_agent/chat/knowledge.py`. It also exhibits shell execution capabilities via `COMMAND_INJECTION_SHELL_TRUE` in `src/browser_agent/core/agent.py` and dynamic code execution in multiple files, including `scripts/login/export_cookies.py` and `src/browser_agent/chat/tools.py`. Additionally, the artifact has critical findings for standard input/output operations in `src/browser_agent/cli/main.py` and a critical skill vulnerability in `.agents/skills/playwright-cli/SKILL.md`.
Concern level assessed by the review: Critical. This is the review's scale, not the registry badge.
Reviewed by gemini-2.5-flash. The model sees the findings, not your code, and cannot change a score.