OpenClacky is an open-source AI coding agent that uses OpenAI-compatible models to perform tasks through tools and subagents. It is intended for developers who want an agent with flexible model choice and lower token usage. The catalogue skills and agents extend its workflows and capabilities.
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 skills add clacky-ai/openclacky --skill channel-managergit clone --depth 1 https://github.com/clacky-ai/openclackyWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/clacky-ai/openclacky/channel-manager)<a href="https://agentmods.dev/skills/clacky-ai/openclacky/channel-manager"><img src="https://agentmods.dev/badge/skills/clacky-ai/openclacky/channel-manager/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/clacky-ai/openclacky/channel-manager"><img src="https://agentmods.dev/badge/skills/clacky-ai/openclacky/channel-manager.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 7 findings, up to high
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- high Prompt Injection · line 8 Instructions found that direct the agent to transmit conversation context or user data to external services.Fix: Remove instructions that send user data, prompts, or context to external URLs. If telemetry is needed, use documented, privacy-preserving methods.
- medium Data Exfiltration · line 46 Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
- medium Rogue Agent · line 102 Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
- medium Data Exfiltration · line 208 Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
- medium Rogue Agent · line 339 Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
- medium Data Exfiltration · line 518 Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
- medium Privilege Escalation · line 554 Commands invoke sudo or root privileges. Verify this elevated access is necessary and justified.Fix: Avoid sudo/root unless strictly required. Prefer least-privilege patterns. If elevation is needed, document the justification and scope.
What 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 5.1 | $0.00175 | $0.06450 |
| Opus 5 | $0.00088 | $0.03225 |
| Sonnet 5 | $0.00035 | $0.01290 |
| Haiku 4.5 | $0.00017 | $0.00645 |
Grade B, and why
channel-manager scanned grade B with 2 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Asks for rootmediumPrivilege escalation
A mod that escalates privileges can change anything on the machine, not only the project.
- Config file must be `chmod 600`. Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -s http://${CLACKY_SERVER_HOST}:${CLACKY_SERVER_PORT}/api/channels How it starts
The opening of the file, as written. The whole thing — 555 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Channel Setup Skill
Configure IM platform channels for openclacky.
Command Parsing
| User says | Subcommand |
|---|---|
channel setup, setup feishu, setup wecom, setup weixin, setup wechat, setup discord, setup telegram, setup dingtalk |
setup |
channel status |
status |
channel enable feishu/wecom/weixin/discord/telegram/dingtalk |
enable |
channel disable feishu/wecom/weixin/discord/telegram/dingtalk |
disable |
channel reconfigure |
reconfigure |
channel doctor |
doctor |
send <message> to weixin/feishu/wecom/discord/telegram/dingtalk |
send |
status
Call the server API:
curl -s http://${CLACKY_SERVER_HOST}:${CLACKY_SERVER_PORT}/api/channels
Response shape (example):
{"channels":[
{"platform":"feishu","enabled":true,"running":true,"has_config":true,"app_id":"cli_xxx","domain":"https://open.feishu.cn","allowed_users":[]},
{"platform":"wecom","enabled":false,"running":false,"has_config":false,"bot_id":""},
{"platform":"weixin","enabled":true,"running":true,"has_config":true,"has_token":true,"base_url":"https://ilinkai.weixin.qq.com","allowed_users":[]},
{"platform":"discord","enabled":true,"running":true,"has_config":true,"has_token":true,"allowed_users":[]}
{"platform":"telegram","enabled":true,"running":true,"has_config":true,"has_token":true,"base_url":"https://api.telegram.org","parse_mode":"Markdown","allowed_users":[]}
]}
Display the result:
Channel Status
─────────────────────────────────────────────────────
Platform Enabled Running Details
feishu ✅ yes ✅ yes app_id: cli_xxx...
wecom ❌ no ❌ no (not configured)
weixin ✅ yes ✅ yes has_token: true
discord ✅ yes ✅ yes has_token: true
telegram ✅ yes ✅ yes has_token: true
dingtalk ✅ yes ✅ yes client_id: ding_xxx...
─────────────────────────────────────────────────────
- Feishu: show
app_id(truncated to 12 chars) - WeCom: show
bot_idif present - Weixin: show
has_token: true/false(token value is never displayed) - Discord: show
has_token: true/false(token value is never displayed) - Telegram: show
has_token: true/false(bot token is never displayed) - DingTalk: show
client_id(truncated to 12 chars)
What ships with it
6 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.
- 12d ago First seen · 555 lines · 175 tokens per session scan B 1155297f293d
channel-manager is a skill published in the GitHub repository clacky-ai/openclacky (1,187 stars, last pushed today), licensed MIT. It adds 175 tokens to every session and 6,450 once invoked, about $0.0009 per session on Opus 5. A static security scan graded it B with 2 findings (asks for root, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
api-learner
Workflow for learning site APIs via traffic capture and replacing browser automation with direct curl calls.
dingtalk_channel_connect
Use a headed browser to automatically complete DingTalk channel integration for QwenPaw. Applicable when the user mentions DingTalk, developer console, Client ID, Client Secret, bot, Stream mode, binding or configuring a channel. Supports pausing when a login page is detected and resuming after the user logs in.
dingtalk_channel_connect
A browser-based procedure for connecting a QwenPaw bot to DingTalk, a workplace messaging platform. It covers creating or configuring the application and publishing the finished bot.
browser_cdp
Use this skill when the user explicitly wants to connect to a running Chrome browser, scan local CDP ports, specify a cdpport, or share a single browser across multiple agents/tools. By default browser opens no debugging port; pass an explicit cdpport only when the user wants another local tool to attach.
browser_cdp
Browser connection controls for finding local debugging ports, attaching to an already running Chrome browser, or sharing one browser between tools.
browser_visible
Browser launch controls for choosing whether a Chromium-based browser window is visible, which browser program to run, and which startup options to pass.