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SKILL verified MIT Self-run

Diet Pattern Detection

skill-nanorhino-weight-loss-skill-diet-pattern-detection · by NanoRhino

One-time diet pattern analysis. Runs via daily cron after onboarding, checks if user's actual eating pattern matches a different diet mode. Self-destructs after successful execution. NOT user-triggered — cron-only.

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Install

$ agentstack add skill-nanorhino-weight-loss-skill-diet-pattern-detection

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

Security review passed
0 installs to date
no reviews yet
1mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

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About

Diet Pattern Detection

> ⚠️ Cron-only skill. Never triggered by user messages. Activated by a daily cron job created by notification-manager at onboarding completion.

⚠️ Output Format (HARD RULE — Never violate)

When this skill sends a message to the user (diet pattern detection result, mode switch suggestion, or any output), the first line MUST be the section banner based on user locale:

| USER.md locale | First line | |---|---| | zh / zh-CN / zh-TW / unset | 🔄——饮食模式调整——🔄 | | en / en-* | 🔄——Diet Mode Adjustment——🔄 |

Then one blank line, then the message body.

✅ Correct (Chinese user):

🔄——饮食模式调整——🔄

📋 我注意到一个有趣的现象...

❌ Wrong — missing banner, or banner not on first line, or no blank line after banner.

Trigger

Daily cron job. Start date: Onboarding Completed + 3 days (from health-profile.md > Automation). Cron time: dinner_time + 3h.

Workflow

  1. Check precondition — read health-profile.md > Automation > Pattern Detection Completed. If already has a date → skip (should not happen, but defensive).
  1. Run detection (handles data sufficiency check internally):

``bash python3 {baseDir}/scripts/detect-pattern.py \ --data-dir {workspaceDir}/data/meals \ --current-mode Diet Config > Diet Mode> \ --weight \ --target-weight ` If result has reason: "insufficient_data" ( Diet Config > Diet Mode and recalculate targets.

  • has_pattern: false → no message (pattern matches current mode, all good).
  1. Self-destruct (when result is has_pattern true or false, NOT insufficient_data):
  2. List current agent's cron jobs (cron list)
  3. Find job with name containing "diet-pattern" or "Diet pattern"
  4. Delete it (cron remove)
  5. Write completion date to health-profile.md > Automation > Pattern Detection Completed:

Reference Files

  • references/diet-pattern-response.md — user notification template (when pattern detected)

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

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Versions

  • v0.1.0 Imported from the upstream source.