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OpenCLI - 网站 CLI 操作 · openakita | DecimalAI

agent toolingby openakita

OpenCLI - 网站 CLI 操作

openakita/opencli

Source openakita/openakita ↗License AGPL-3.0

Operate websites and Electron apps through CLI commands, reusing Chrome login sessions. Prefer over browser_task for supported sites (GitHub, Bilibili, Twitter/X, YouTube, etc.) — deterministic commands with structured JSON output.

SkillScore77Maintained

Automatic

Coding pack

Last verified 8/14/2026

What it changes

Passed 15 of 19 test cases with the skill, and 5 of 19 without it.

Without skill27%

With skill77%

Checks it passed that the model alone missed

Prefers opencli_run over manual browser clicking
Specifies command parameter as bilibili video info
Recommends web_fetch for direct HTTP content retrieval

and 8 more in the full report

11 fixed6 passed either way5 still failing0 broke

Pass-rate lift: +50 pp
Tokens: -34%
Agent turns: 0%
Response time: -72%

Model gemini-3.6-flashMeasured 8/14/2026v117 of 22 cases passed with skill · 19 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/openakita-opencli/SKILL.md https://app.decimal.ai/s/openakita-opencli/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add openakita-opencli, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/openakita-opencli/ and pins it in .decimal/skills.lock

decimalai skills add openakita-opencli

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/openakita-opencli/SKILL.md https://app.decimal.ai/s/openakita-opencli/SKILL.md

Raw file: /s/openakita-opencli/SKILL.md ↗ · machine-readable summary at /s/openakita-opencli.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 11

Prompt

Show the tool function signature call for obtaining metadata on Bilibili video BV1xx411c7XW.

What was checked, without and with the skill
Checked	Without skill	With skill
Specifies command parameter as bilibili video info	Missed	Passed
Passes args parameter containing BV1xx411c7XW	Passed	Passed

case-20 · gemini-3.6-flash · 8/14/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md66 linessingle file

OpenCLI - 网站 CLI 操作

通过 OpenCLI 将网站和 Electron 应用转化为 CLI 命令。复用用户 Chrome 登录态，无需输入密码，返回结构化 JSON。

核心优势

复用 Chrome 登录态 — 无需密码/token，直接用已登录的 Chrome
确定性命令 — 比 browser_task 的 "让 LLM 猜" 可靠得多
结构化 JSON 输出 — LLM 解析零歧义

何时使用 OpenCLI（优先于 browser_task）

场景	推荐工具	原因
操作有 adapter 的网站（GitHub、Bilibili 等）	`opencli_run`	确定性命令，JSON 输出
需要登录态的操作	`opencli_run`	复用 Chrome 登录
无 adapter 的网站	`browser_task` / 手动 browser_*	OpenCLI 不支持的站点
简单读取网页内容	`web_fetch`	无需浏览器

工具

opencli_list — 发现可用命令

opencli_list()

opencli_run — 执行命令

命令格式: <site> <subcommand>，直接传给 opencli。

opencli_run(command="zhihu hot list")
opencli_run(command="hackernews top")
opencli_run(command="bilibili video info", args=["BV1xx411c7XW"])

opencli_doctor — 诊断环境

Track record

Benchmark

15 / 19

test cases passed, vs 5 / 19 without

Adoption

Users: 1
Times used: 71

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

openakita / openakita

skills/system/opencli/SKILL.md

View on GitHub ↗

License AGPL-3.0Imported 8/3/2026Version v1

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

OpenCLI - 网站 CLI 操作

核心优势

何时使用 OpenCLI（优先于 browser_task）

工具

opencli_list — 发现可用命令

opencli_run — 执行命令

opencli_doctor — 诊断环境

Track record

Benchmark

Adoption

SkillSafety

Source

Related skills