Photo Calorie Tracker

Photo Calorie Tracker - Recognizes food photos, logs daily calorie intake, and analyzes any date range. Use when: the user sends food images or asks about ca...

Security Scan

The skill's files, instructions, and small helper script are consistent with a photo-based calorie tracker and do not request unrelated credentials or external installs.

Purpose & Capability

Name and description match the behavior: the SKILL.md and scripts focus on recognizing food images, estimating calories, logging daily records, and producing reports. The files referenced (workspace memory, temp image dir, and a local target_calorie config) are coherent with the stated purpose.

Instruction Scope

Instructions explicitly tell the agent to copy images into /root/.openclaw/workspace/temp_qqdata/, use the platform 'image' tool, and read/write per-day markdown records under /root/.openclaw/workspace/memory/. This is within the skill's scope but does require the skill to read and write files in the agent's workspace (including user-provided images). The SKILL.md and the script assume specific record formats and (in the script) Chinese section headings (grep '午餐'/'晚餐'), which may cause functional mismatches but not a security issue.

Install Mechanism

No install spec or external downloads; only an included bash script (scripts/report.sh) and some config/text files. No archives or remote code fetches detected.

Credentials

The skill requires no environment variables, credentials, or external service tokens. All file access is to workspace paths declared in SKILL.md and present in the bundle (config/target_calorie.txt).

Persistence & Privilege

always is false and the skill does not request system-wide changes or modify other skills. It will read/write its own workspace files (normal for this kind of skill).

Assessment

This skill appears internally consistent: it analyzes food photos using the platform 'image' tool and reads/writes files in /root/.openclaw/workspace (temp images and per-day memory markdown files). Before installing, consider: (1) it will store and read any images you copy into the temp folder — avoid placing sensitive photos there; (2) the included shell script reads per-day markdown records and expects certain headings (the script searches for Chinese labels), so you may need to adapt record formatting; (3) there are no network calls or credentials requested by the skill, so it doesn't exfiltrate data by design, but you should still confirm you trust the skill source because it will access files in the agent workspace.

🔥 Photo Calorie Tracker (image-calorie-tracker)

Recognizes food photos, logs daily calorie intake, and generates reports.

When to Run

• The user sends food images
• The user asks about calories over the past X days (X is any number)

Workflow

Log Meals

1. Copy images to /root/.openclaw/workspace/temp_qqdata/YYYY-MM-DD-meal.jpg
2. Use the image tool to recognize food
3. Estimate calories for each food item
4. Update /root/.openclaw/workspace/memory/YYYY-MM-DD.md

Generate Report

1. Read records for the target dates from /root/.openclaw/workspace/memory/
2. Read the target calories from /root/.openclaw/workspace/skills/image-calorie-tracker/config/target_calorie.txt
3. Output the report in the required format

Output Format

📊 Calorie Tracking | Target:{target}

【MM-DD】{status}
  {Breakfast if any}: {calories}
  {Lunch if any}: {calories}
  {Dinner if any}: {calories}
  {Snack if any}: {calories}

Status Rules

• Incomplete: lunch or dinner is missing (breakfast does not count)
• {percent}%: difference between total calories and target; positive means over, negative means under

Meal Display Rules

• Show only lunch, dinner, and snack (breakfast not counted)
• Omit meals that are not recorded
• Calorie unit: kcal

Meal Definitions

• Lunch: around 12:00, about 300-800 kcal
• Dinner: around 18:00, about 400-1000 kcal
• Snack: snacks/desserts between lunch and dinner

Food Calorie Reference

Category	Food	Calories (per 100g)
Staples	Rice	130 kcal
Staples	Mixed grain rice	120 kcal
Meat	Fried chicken cutlet	280 kcal
Meat	Stir-fried pork slices	180 kcal
Vegetables	Green pepper with pork	150 kcal
Vegetables	Shredded potatoes	120 kcal
Bakery	Bread/Cake	250-350 kcal

File Paths

• Temp images: /root/.openclaw/workspace/temp_qqdata/
• Daily records: /root/.openclaw/workspace/memory/YYYY-MM-DD.md
• Target calories: /root/.openclaw/workspace/skills/image-calorie-tracker/config/target_calorie.txt

Example Output

📊 Calorie Tracking | Target:2100

【03-16】+7%
  Lunch: 1115

【03-17】Incomplete
  Lunch: 820
  Snack: 280