Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add L-LesterYu/OpenClaw-hot-skills-zh/plugin install hiivmind-openclaw-osWrote 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/l-lesteryu/openclaw-hot-skills-zh/ai-persona-os-zh)<a href="https://agentmods.dev/skills/l-lesteryu/openclaw-hot-skills-zh/ai-persona-os-zh"><img src="https://agentmods.dev/badge/skills/l-lesteryu/openclaw-hot-skills-zh/ai-persona-os-zh/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/l-lesteryu/openclaw-hot-skills-zh/ai-persona-os-zh"><img src="https://agentmods.dev/badge/skills/l-lesteryu/openclaw-hot-skills-zh/ai-persona-os-zh.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00056 | $0.00476 |
| Opus 5 | $0.00028 | $0.00238 |
| Sonnet 5 | $0.00011 | $0.00095 |
| Haiku 4.5 | $0.00006 | $0.00048 |
Grade A, and why
persona scanned grade A with 0 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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
人格网关
这是 AI 人格操作系统插件的统一命令入口。根据意图检测将用户请求路由到对应的技能模块。
工作原理
- 读取意图映射配置
- 将用户输入与关键词模式匹配
- 路由到正确的技能
- 如果没有匹配则显示回退帮助信息
实现方式
# 第一步:加载意图映射
intent_config = READ ${CLAUDE_PLUGIN_ROOT}/commands/persona/intent-mapping.yaml
# 第二步:解析用户输入
user_input = LOWERCASE(args)
matched_intent = NULL
# 第三步:匹配关键词
FOR EACH intent IN intent_config.intents:
FOR EACH keyword IN intent.keywords:
IF keyword IN user_input:
matched_intent = intent
BREAK
# 第四步:路由到技能或显示帮助
IF matched_intent IS NOT NULL:
TASK(
skill: matched_intent.skill,
args: args
)
ELSE:
# 显示回退帮助信息
PRINT intent_config.fallback.message
可用命令
- persona setup — 首次运行向导,配置你的 AI 助手
- persona status — 查看系统健康仪表盘
- persona help — 列出所有可用命令
- persona checkpoint — 立即保存当前上下文
- persona heartbeat — 运行环境健康检查
- persona learn — 记录一条学习或错误以供回顾
示例
/persona setup
/persona status
/persona help
/persona checkpoint
/persona learn "记住在文件操作前检查权限"
What ships with it
45 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.
- .claude-plugin/plugin.json 306 B
- assets/AGENTS-template.md 3.9 KB
- assets/cron-templates/eod-checkpoint.sh 1.4 KB runs code
- assets/cron-templates/morning-briefing.sh 1.6 KB runs code
- assets/cron-templates/weekly-review.sh 1.6 KB runs code
- assets/ERRORS-template.md 317 B
- assets/HEARTBEAT-template.md 1.3 KB
- assets/KNOWLEDGE-template.md 1.3 KB
- assets/LEARNINGS-template.md 344 B
- assets/MEMORY-template.md 1.3 KB
- assets/SECURITY-template.md 1.1 KB
- assets/SOUL-template.md 2.0 KB
- assets/TEAM-template.md 1.9 KB
- assets/USER-template.md 694 B
- assets/VERSION.md 6 B
- assets/WORKFLOWS-template.md 2.2 KB
- CLAUDE.md 13 KB
- commands/persona.md 1.9 KB
- commands/persona/intent-mapping.yaml 3.8 KB
- examples/coding-assistant/HEARTBEAT.md 2.1 KB
- examples/coding-assistant/KNOWLEDGE.md 3.6 KB
- examples/coding-assistant/README.md 1.9 KB
- examples/coding-assistant/SOUL.md 2.3 KB
- examples/executive-assistant/HEARTBEAT.md 2.0 KB
- examples/executive-assistant/README.md 2.4 KB
- examples/executive-assistant/SOUL.md 3.4 KB
- examples/marketing-assistant/HEARTBEAT.md 2.0 KB
- examples/marketing-assistant/README.md 3.1 KB
- examples/marketing-assistant/SOUL.md 3.7 KB
- references/heartbeat-automation.md 13 KB
- references/never-forget-protocol.md 5.2 KB
- references/proactive-playbook.md 6.6 KB
- references/security-patterns.md 9.3 KB
- scripts/config-validator.sh 6.4 KB runs code
- scripts/daily-ops.sh 3.2 KB runs code
- scripts/health-check.sh 2.9 KB runs code
- scripts/security-audit.sh 9.7 KB runs code
- scripts/setup-wizard.sh 41 KB runs code
- scripts/status.sh 8.4 KB runs code
- scripts/weekly-review.sh 3.8 KB runs code
- skills/persona-checkpoint/SKILL.md 6.5 KB
- skills/persona-commands/SKILL.md 11 KB
- skills/persona-heartbeat/SKILL.md 11 KB
- skills/persona-learning/SKILL.md 12 KB
- skills/persona-setup/SKILL.md 14 KB
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 · 70 lines · 56 tokens per session scan A 3b00ba38d6cd
persona is a skill published in the GitHub repository L-LesterYu/OpenClaw-hot-skills-zh (54 stars, last pushed 5mo ago), licensed MIT. It adds 56 tokens to every session and 476 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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