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Rcm Pulse

作者 j3m2b · GitHub ↗ · v1.0.1 · MIT-0
cross-platform ⚠ suspicious
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在 OpenClaw 中安装
/install jb-rcm-pulse
功能描述
Delivers daily 8 AM CDT insights on full revenue cycle trends, RCM learning, and industry news with actionable takeaways and SparkChange context.
使用说明 (SKILL.md)

RCM Pulse - Full Revenue Cycle Intelligence

Trigger: Daily 8 AM CDT (Mon–Fri) Owner: JB's Claw — SparkChange Ops Director Purpose: Daily RCM learning + industry news + JB's learning progression


Core Files

  • SKILL.md — this file
  • pulse_archive/YYYY-MM-DD.md — daily logs
  • KNOWLEDGE_BASE.md — growing RCM reference (11 domains, ~12KB)
  • LEARNING_PATH.md — 12-week structured curriculum
  • LEARNING_LOG.md — JB's questions, ahas, weekly checkpoints

Two-System Design

System 1: Daily RCM Learning Pulse (EVERY morning)

New structure (every RCM Pulse cron run):

🔴 RCM Pulse — [Day, Date]

📚 CONCEPT OF THE DAY — [Name]
[2-sentence explanation with a real example]

📰 INDUSTRY NEWS
• [Headline] — [1 sentence on why it matters]
• [Headline] — [1 sentence]

💡 SPARKCHANGE ANGLE
[How this connects to operational improvement or client conversations]

🎯 JB CHECKPOINT
[1 question for JB — drawn from current week's LEARNING_PATH domain]

Why this matters: JB is building toward RCM expertise. The daily pulse doesn't just deliver news — it reinforces the week's learning concept, then gives JB a question to answer. Answers go into LEARNING_LOG.md.


Scope (Full Revenue Cycle)

  1. Claims management / EDI / submission trends
  2. Denials, appeals, and root-cause analysis
  3. Payer behavior and reimbursement shifts
  4. Patient financial experience / payment plans / collections
  5. Regulations: No Surprises Act, price transparency, CMS rules
  6. RCM technology: AI, automation, bots, clearinghouses
  7. Outsourcing and vendor trends
  8. Revenue integrity and charge capture
  9. HFMA / industry analyst perspectives
  10. Healthcare finance M&A and market shifts

Daily Run Process

Step 1: Web Search (4 queries, rotate through categories)

Rotate search categories each day to cover full scope:

Block A (Mon/Wed/Fri):

  • "healthcare revenue cycle denials trends 2026"
  • "medical billing claims automation AI 2026"
  • "patient financial experience healthcare collections 2026"

Block B (Tue/Thu):

  • "revenue cycle management regulations CMS 2026"
  • "healthcare RCM outsourcing vendor trends 2026"
  • "No Surprises Act compliance updates 2026"

Daily (every day):

  • "healthcare revenue cycle AI automation breaking"

Step 2: Extract Key Insights

  • 3-5 bullet points, each: what happened + why it matters to JB/SparkChange
  • Categorize by RCM domain (denials, tech, regs, payer, patient)
  • Note any SparkChange-relevant angles

Step 3: Format for Delivery

Telegram message (JB's morning pulse):

🔴 RCM Pulse - [Day, Date]

[Category] Insight #1
[Category] Insight #2
[Category] Insight #3
[Category] Insight #4 (if warranted)

💡 Takeaway for today: [1 sentence]

Moltbook post (authority building):

RCM Pulse - [Date]

[One sharp insight from today's scan]

#RevenueCycle #HealthcareFinance #RCMAutomation #HealthcareAI

Step 4: Log to pulse archive

  • Save to /workspace/skills/rcm-pulse/pulse_archive/YYYY-MM-DD.md
  • Track themes week-over-week

Step 5: Escalate if major

If any finding is:

  • Regulatory change with \x3C 90 day implementation
  • Major payer policy shift
  • Breaking AI/tech that affects SparkChange
  • Competitor move

→ Ping JB immediately via Discord #rcm-pulse (don't wait for morning)


Quality Standards

  • ✅ Actionable, not just news
  • ✅ SparkChange angle on every item
  • ✅ Dry, direct - no marketing speak
  • ✅ "So what" on every point

Cron Schedule

{
  "name": "rcm-pulse-daily",
  "schedule": { "kind": "cron", "expr": "0 8 * * 1-5", "tz": "America/Chicago" },
  "payload": {
    "kind": "agentTurn",
    "message": "Run RCM Pulse skill. Do a full revenue cycle scan (claims, denials, payer behavior, regulations, AI, patient financial experience). Post insights to Moltbook. Send morning brief to JB via Telegram. Log to pulse archive.",
    "timeoutSeconds": 180
  },
  "sessionTarget": "isolated",
  "delivery": { "mode": "announce", "channel": "discord", "to": "rcm-pulse" }
}

Files

  • SKILL.md - this file
  • pulse_archive/YYYY-MM-DD.md - daily logs
  • last_pulse.md - most recent full pulse
  • weekly_summary.md - Friday digest (optional)
安全使用建议
What to check before installing: - Credentials: Ask the publisher how outgoing posts are authenticated. The skill instructs sending Telegram, Moltbook, and Discord messages but declares no required env vars. Confirm whether the platform will supply channel/webhook credentials or whether the skill will require API keys (e.g., TELEGRAM_TOKEN, DISCORD_WEBHOOK, MOLTBOOK_API_KEY). If keys are required, require them be declared and scoped with least privilege. - Inspect the code files: Review post_moltbook.py and test_api.py to see endpoints, hard-coded URLs, or unexpected network calls. Ensure no secrets are embedded and that endpoints are official/trustworthy. - Data sensitivity: Ensure the skill's web searches and logging will not collect or post protected health information (PHI). The skill mentions logging answers and case studies — ensure logs are sanitized and that posting to external platforms complies with HIPAA and your organization’s policies. - Delivery mechanism: Clarify how the cron payload and 'delivery: discord' behavior are implemented by the platform. If the skill depends on platform-managed delivery channels, confirm channel configuration and permissions. - Least surprise: Require the skill manifest be updated to list any required environment variables and any required external endpoints. If the skill is intended to run autonomously on a schedule, confirm you accept that behavior and that escalation (immediate pings) is limited to authorized channels. If the publisher cannot explain the missing credential declarations and cannot show the contents of the small Python files are benign, treat this as a blocking concern and do not install until clarified.
功能分析
Type: OpenClaw Skill Name: jb-rcm-pulse Version: 1.0.1 The skill bundle is a comprehensive tool for healthcare Revenue Cycle Management (RCM) intelligence and certification training. It is classified as suspicious due to the presence of a hardcoded API secret in test_api.py (moltbook_sk_h_WdHz8lcsCi_-tUAgZtMZEAVcg22chm), which is a security vulnerability. While the skill performs automated web searches and posts to external endpoints (moltbook.com), these actions are consistent with its stated purpose of industry news monitoring and do not show evidence of malicious intent.
能力评估
Purpose & Capability
Name, description, and the provided files (curriculum, knowledge base, daily pulse template, learning logs) are coherent with a daily RCM insights skill. The two small Python files (post_moltbook.py, test_api.py) align with the stated intent to post content, but their presence should be audited for implementation details.
Instruction Scope
SKILL.md instructs the agent to: run web searches, format an 8 AM CDT brief, post a Telegram message, create a Moltbook post, write daily logs to /workspace/skills/rcm-pulse/pulse_archive/YYYY-MM-DD.md, and escalate major items via Discord. Those are reasonable for the stated purpose, but the instructions reference writing to workspace paths and interacting with external services and other installed skills (e.g., afrexai-hipaa-compliance) without limiting or describing required credentials or privacy protections. The cron payload also includes a delivery channel (Discord) — again implying external posting. The instructions grant broad discretion for web searches and posting formats; while expected for this task, they should explicitly limit what external data is collected/transmitted (especially PHI) and define required credentials.
Install Mechanism
No install spec (instruction-only) and no downloads — low install risk. Files are delivered as part of the skill bundle; nothing in the manifest indicates arbitrary external code downloads or non-standard install paths.
Credentials
The SKILL.md expects to send messages to Telegram, post to Moltbook, and notify a Discord channel, but requires.env is empty and no primary credential is declared. That is inconsistent: posting to those services normally requires tokens/webhooks/API keys. The skill also references other workspace skill paths (reading their SKILL.md), implying read access to other skills' content. The absence of declared env vars or a clear platform-managed delivery mechanism is a proportionality gap that should be clarified.
Persistence & Privilege
always is false and the skill is user-invocable. It writes to its own workspace archive path, which is expected for a logging skill. Autonomous invocation and a cron schedule are part of the described behavior but are not over-privileged here. No indication it attempts to modify other skills or system-wide settings.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install jb-rcm-pulse
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /jb-rcm-pulse 触发
  4. 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.1
Sanitized: removed hardcoded API keys, excluded private archives
v1.0.0
RCM Pulse skill initial release: - Launches daily, structured RCM learning and industry news briefing (Mon–Fri, 8 AM CDT) focused on full revenue cycle domains. - Integrates a 12-week curriculum and ongoing personal learning tracking for JB, with daily questions and checkpoints. - Automated web search covers rotating RCM topics, extracting 3–5 actionable, SparkChange-relevant insights per day. - Delivers insights as a Telegram morning brief, Moltbook authority post, and logs to the pulse archive. - Immediate Discord escalation for breaking regulatory, payer, or tech changes impacting SparkChange.
元数据
Slug jb-rcm-pulse
版本 1.0.1
许可证 MIT-0
累计安装 0
当前安装数 0
历史版本数 2
常见问题

Rcm Pulse 是什么?

Delivers daily 8 AM CDT insights on full revenue cycle trends, RCM learning, and industry news with actionable takeaways and SparkChange context. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 116 次。

如何安装 Rcm Pulse?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install jb-rcm-pulse」即可一键安装,无需额外配置。

Rcm Pulse 是免费的吗?

是的,Rcm Pulse 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。

Rcm Pulse 支持哪些平台?

Rcm Pulse 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。

谁开发了 Rcm Pulse?

由 j3m2b(@j3m2b)开发并维护,当前版本 v1.0.1。

💬 留言讨论