{"id":"92a2bb0a-d1cf-4220-8f6b-2bcc4d05bc73","entityType":"agent","slug":"clawhub-jhonemingyoung-token-saver-for-programmer","name":"Token Saver For Programmer","canonicalUrl":"https://www.xpersona.co/agent/clawhub-jhonemingyoung-token-saver-for-programmer","canonicalPath":"/agent/clawhub-jhonemingyoung-token-saver-for-programmer","generatedAt":"2026-10-11T20:56:23.201Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T18:32:55.561Z","emptyReason":null},"description":"Losslessly minify code, compress logs, clean configs and optimize prompts. Reduce token usage 40%~60% without losing logic. Skill: Token Saver For Programmer Owner: jhonemingyoung Summary: Losslessly minify code, compress logs, clean configs and optimize prompts. Reduce token usage 40%~60% without losing logic. Tags: code:1.0.1, compress:1.0.1, latest:1.0.6, logs:1.0.0, programmer:1.0.1, token:1.0.1 Version history: v1.0.6 | 2026-05-16T06:12:00.030Z | user Version 1.0.6 — Updated documentation for clarity and accuracy - Clarified that the","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 1K downloads reported by the source. 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Reduce token usage 40%~60% without losing logic.\n\nTags: code:1.0.1, compress:1.0.1, latest:1.0.6, logs:1.0.0, programmer:1.0.1, token:1.0.1\n\nVersion history:\n\nv1.0.6 | 2026-05-16T06:12:00.030Z | user\n\nVersion 1.0.6 — Updated documentation for clarity and accuracy\n\n- Clarified that the skill works with all mainstream AI coding tools.\n- Improved safety and compliance notes, emphasizing local-only operation and manual review.\n- Enhanced important notes to highlight verification of outputs before use.\n- No code or feature changes; documentation only.\n\nv1.0.5 | 2026-05-14T13:48:59.900Z | user\n\n- Added a new \"Safety & Compliance\" section to the documentation, highlighting security audits and ClawScan certification.\n- Clarified that the skill does not execute code, access credentials, collect data, or make external network calls.\n- Emphasized compliance with platform policies and suitability for AI coding tools.\n- No file or functionality changes; this is a documentation and trust update only.\n\nv1.0.4 | 2026-05-13T11:00:26.411Z | user\n\n- Updated display name and description to clarify auto-activation, target audience, and token savings (now explicitly \"Cut 40%–60% Tokens (Auto)\").\n- Added \"Applicable Scenarios\" section highlighting compatibility with AI coding tools (Cursor, Claude Code, Copilot, Gemini CLI).\n- Introduced an \"Important Notes\" section warning users to review results for subtle detail loss or conditional expression changes.\n- No changes to core functionality or features.\n\nv1.0.3 | 2026-05-09T03:32:10.681Z | user\n\n- Added real-world demos for code minification, log compression, and technical prompt optimization.\n- Each demo includes original input, optimized output, and estimated token savings.\n- Clarified display of before/after transformation for better transparency.\n- Improved documentation on usage scenarios and advantages.\n- No code changes; documentation update only.\n\nv1.0.2 | 2026-05-08T10:59:38.804Z | user\n\n- Removed README.md file.\n- Updated description to specify 40%~60% token reduction and clarify use cases.\n- Improved feature list and added comparison examples in SKILL.md.\n- Adjusted tags and auto_activates triggers for more accurate activation.\n- Documented usage instructions for both auto and command triggers.\n\nv1.0.1 | 2026-05-08T05:54:16.917Z | user\n\nOptimize skill metadata for review\n\nv1.0.0 | 2026-05-08T04:58:44.183Z | user\n\nInitial release\n\nArchive index:\n\nArchive v1.0.6: 3 files, 3410 bytes\n\nFiles: skill-card.md (1957b), SKILL.md (4611b), _meta.json (145b)\n\nFile v1.0.6:SKILL.md\n\n---\nname: token-saver-for-programmer\ndisplay_name: Token Saver — Cut 40%–60% Tokens (Auto)\nversion: 1.0.6\ndescription: Auto minify code, compress logs, clean configs, optimize prompts — save 40%~60% tokens without losing logic.\nauthor: JhoneMingyoung\ntags: programmer,token,code,minify,compress,prompt\nauto_activates: [code,log,config,prompt]\n---\n\n# Token Saver For Programmer\nA professional AI helper for developers to cut token consumption efficiently.\n\n## 🚀 Features\n- Minify source code: remove blank lines and useless comments, keep core logic\n- Compress error logs and stack traces\n- Clean up JSON / YAML configuration files\n- Optimize technical prompts to be concise and standard\n- Keep all key details unchanged, no logic loss\n\n## 📌 Usage\n### 1. Auto Trigger\nSend code, logs, configs or prompts directly. The skill will activate automatically.\n\n### 2. Command Trigger\n```\n/token-saver-for-programmer [your content]\n```\n\n### 🎯 Applicable Scenarios\nBest for: Cursor / Claude Code / Copilot / Gemini CLI — all mainstream AI coding tools.\n\n### ⚠️ Important Notes\n- This tool optimizes and minifies code, logs, configs and prompts to cut token usage.\n- Core logic is fully preserved, while tiny details and conditional logic may differ in edge cases.\n- Please manually verify all outputs before official use.\n\n## 🛡️ Safety & Compliance\n- Runs locally only, no code execution, no credential access, no data collection and no external network calls.\n- Focused on token-saving compression; core content unchanged with possible minor detail differences.\n- Strictly review optimized content before applying to formal projects and production environments.\n\n## 📝 Demo 1: Redundant Code Minify\n### Original Input (Redundant)\n```python\n# User login interface\n# Author: xxx\n# Date: 2026-05-08\n\ndef user_login(username, password):\n    # Check username\n    if username == None or username.strip() == \"\":\n        return {\"code\": 400, \"msg\": \"Username cannot be empty\"}\n    \n    # Check password\n    if password == None or password.strip() == \"\":\n        return {\"code\": 400, \"msg\": \"Password cannot be empty\"}\n\n    # Query user info\n    user_info = db.query_user(username)\n    if not user_info:\n        return {\"code\": 404, \"msg\": \"User not found\"}\n    \n    # Check password\n    if user_info[\"pwd\"] != password:\n        return {\"code\": 401, \"msg\": \"Wrong password\"}\n\n    # Generate token\n    token = generate_token(user_info[\"id\"])\n    return {\"code\": 200, \"data\": token, \"msg\": \"Login success\"}\n```\n### Optimized Output\n```\ndef user_login(username, password):\n    if not username or username.strip() == \"\":\n        return {\"code\":400,\"msg\":\"Username cannot be empty\"}\n    if not password or password.strip() == \"\":\n        return {\"code\":400,\"msg\":\"Password cannot be empty\"}\n    user_info = db.query_user(username)\n    if not user_info:\n        return {\"code\":404,\"msg\":\"User not found\"}\n    if user_info[\"pwd\"] != password:\n        return {\"code\":401,\"msg\":\"Wrong password\"}\n    token = generate_token(user_info[\"id\"])\n    return {\"code\":200,\"data\":token,\"msg\":\"Login success\"}\n```\n### Token Saved: ~38%\n\n## 📝 Demo 2: Long Error Log Compress\n### Original Input\n```\n2026-05-08 10:20:35.123 INFO [main] StartupInfo - Service starting...\n2026-05-08 10:20:36.456 INFO [main] ConfigLoader - Loading config application.yml\n2026-05-08 10:20:38.789 ERROR [http-nio-8080-exec-3] com.service.UserService - Business exception\njava.lang.NullPointerException: Cannot invoke method getUserId() on null object\nat com.service.UserService.login(UserService.java:45)\nat com.controller.UserController.login(UserController.java:22)\nat sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)\n```\n### Optimized Output\n```\nError: NullPointerException\nMessage: Cannot invoke method getUserId() on null object\nKey code lines:\ncom.service.UserService.login(UserService.java:45)\ncom.controller.UserController.login(UserController.java:22)\n```\n### Token Saved: ~57%\n\n## 📝 Demo 3: Technical Question Optimize\n### Original Input\nI am writing an API with Python. It works fine locally, but shows CORS error after deploying to the server. I have already modified the configuration file and added CORS annotations, but it still does not work. Please help me analyze possible causes and solutions.\n### Optimized Output\nPython API works locally but reports CORS on server. Config modified & CORS annotations added, still not working. Need causes and fix solutions.\n### Token Saved: ~45%\n\n## ⭐ Advantage\n- Safe & lossless optimization\n- Keep all logic & key info\n- Save 40%~60% tokens\n- AI runs faster & cheaper\n\nFile v1.0.6:_meta.json\n\n{\n  \"ownerId\": \"kn79y4e19ywng595544yr5b3y586ach7\",\n  \"slug\": \"token-saver-for-programmer\",\n  \"version\": \"1.0.6\",\n  \"publishedAt\": 1778911920030\n}\n\nFile v1.0.6:skill-card.md\n\n## Description:\n\nAuto minifies code, compresses logs, cleans configuration, and optimizes technical prompts to reduce token usage while preserving core logic.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[jhonemingyoung](https://clawhub.ai/user/jhonemingyoung)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nDevelopers and engineers use this skill to shorten code, logs, configuration, and technical prompts before sending them through AI coding tools. It is intended to reduce token consumption while keeping the important technical details available for review.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Compressed code, logs, configuration, or prompts may remove context or alter edge-case meaning.\n\nMitigation: Review optimized content before using it for debugging, audits, production changes, or security-sensitive work.\n\nRisk: Automatic activation can transform developer content when code, logs, configs, or prompts are submitted.\n\nMitigation: Compare the compressed output with the original input before applying or sharing the result.\n\n## Reference(s):\n\n- [ClawHub skill page](https://clawhub.ai/jhonemingyoung/skills/token-saver-for-programmer)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, code, configuration, guidance]\n\n**Output Format:** [Markdown or plain text with compressed code, log, configuration, or prompt content]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Outputs should be manually reviewed before use because compression may omit context or alter edge-case meaning.]\n\n## Skill Version(s):\n\n1.0.6 (source: server release metadata and SKILL.md frontmatter)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nArchive v1.0.5: 2 files, 2391 bytes\n\nFiles: SKILL.md (4696b), _meta.json (145b)\n\nFile v1.0.5:SKILL.md\n\n---\nname: token-saver-for-programmer\ndisplay_name: Token Saver — Cut 40%–60% Tokens (Auto)\nversion: 1.0.5\ndescription: Auto minify code, compress logs, clean configs, optimize prompts — save 40%~60% tokens without losing logic.\nauthor: JhoneMingyoung\ntags: programmer,token,code,minify,compress,prompt\nauto_activates: [code,log,config,prompt]\n---\n\n# Token Saver For Programmer\nA professional AI helper for developers to cut token consumption efficiently.\n\n## 🚀 Features\n- Minify source code: remove blank lines and useless comments, keep core logic\n- Compress error logs and stack traces\n- Clean up JSON / YAML configuration files\n- Optimize technical prompts to be concise and standard\n- Keep all key details unchanged, no logic loss\n\n## 📌 Usage\n### 1. Auto Trigger\nSend code, logs, configs or prompts directly. The skill will activate automatically.\n\n### 2. Command Trigger\n```\n/token-saver-for-programmer [your content]\n```\n\n### 🎯 Applicable Scenarios\nBest for: Cursor / Claude Code / Copilot / Gemini CLI — all AI coding tools.\n\n### ⚠️ Important Notes\nThis skill automatically compresses and rewrites code, logs, configs and prompts.\nIt may omit subtle details or change conditional expressions in edge cases.\nAlways compare and review the optimized output before applying it to projects, debugging or formal prompts.\nDo not assume the transformation is strictly lossless.\n\n## 🛡️ Safety & Compliance\n- ✅ **ClawScan Certified Low Risk**: Passed all security audits with no known vulnerabilities.\n- No code execution, no credential access, no data collection, and no external network calls.\n- Designed for AI coding tools without accessing your projects.\n- Complies with platform policies and safety requirements for AI agent skills.\n\n## 📝 Demo 1: Redundant Code Minify\n### Original Input (Redundant)\n```python\n# User login interface\n# Author: xxx\n# Date: 2026-05-08\n\ndef user_login(username, password):\n    # Check username\n    if username == None or username.strip() == \"\":\n        return {\"code\": 400, \"msg\": \"Username cannot be empty\"}\n    \n    # Check password\n    if password == None or password.strip() == \"\":\n        return {\"code\": 400, \"msg\": \"Password cannot be empty\"}\n\n    # Query user info\n    user_info = db.query_user(username)\n    if not user_info:\n        return {\"code\": 404, \"msg\": \"User not found\"}\n    \n    # Check password\n    if user_info[\"pwd\"] != password:\n        return {\"code\": 401, \"msg\": \"Wrong password\"}\n\n    # Generate token\n    token = generate_token(user_info[\"id\"])\n    return {\"code\": 200, \"data\": token, \"msg\": \"Login success\"}\n```\n### Optimized Output\n```\ndef user_login(username, password):\n    if not username or username.strip() == \"\":\n        return {\"code\":400,\"msg\":\"Username cannot be empty\"}\n    if not password or password.strip() == \"\":\n        return {\"code\":400,\"msg\":\"Password cannot be empty\"}\n    user_info = db.query_user(username)\n    if not user_info:\n        return {\"code\":404,\"msg\":\"User not found\"}\n    if user_info[\"pwd\"] != password:\n        return {\"code\":401,\"msg\":\"Wrong password\"}\n    token = generate_token(user_info[\"id\"])\n    return {\"code\":200,\"data\":token,\"msg\":\"Login success\"}\n```\n### Token Saved: ~38%\n\n## 📝 Demo 2: Long Error Log Compress\n### Original Input\n```\n2026-05-08 10:20:35.123 INFO [main] StartupInfo - Service starting...\n2026-05-08 10:20:36.456 INFO [main] ConfigLoader - Loading config application.yml\n2026-05-08 10:20:38.789 ERROR [http-nio-8080-exec-3] com.service.UserService - Business exception\njava.lang.NullPointerException: Cannot invoke method getUserId() on null object\nat com.service.UserService.login(UserService.java:45)\nat com.controller.UserController.login(UserController.java:22)\nat sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)\n```\n### Optimized Output\n```\nError: NullPointerException\nMessage: Cannot invoke method getUserId() on null object\nKey code lines:\ncom.service.UserService.login(UserService.java:45)\ncom.controller.UserController.login(UserController.java:22)\n```\n### Token Saved: ~57%\n\n## 📝 Demo 3: Technical Question Optimize\n### Original Input\nI am writing an API with Python. It works fine locally, but shows CORS error after deploying to the server. I have already modified the configuration file and added CORS annotations, but it still does not work. Please help me analyze possible causes and solutions.\n### Optimized Output\nPython API works locally but reports CORS on server. Config modified & CORS annotations added, still not working. Need causes and fix solutions.\n### Token Saved: ~45%\n\n## ⭐ Advantage\n- Safe & lossless optimization\n- Keep all logic & key info\n- Save 40%~60% tokens\n- AI runs faster & cheaper\n\nFile v1.0.5:_meta.json\n\n{\n  \"ownerId\": \"kn79y4e19ywng595544yr5b3y586ach7\",\n  \"slug\": \"token-saver-for-programmer\",\n  \"version\": \"1.0.5\",\n  \"publishedAt\": 1778766539900\n}\n\nArchive v1.0.4: 2 files, 2195 bytes\n\nFiles: SKILL.md (4330b), _meta.json (145b)\n\nFile v1.0.4:SKILL.md\n\n---\nname: token-saver-for-programmer\ndisplay_name: Token Saver — Cut 40%–60% Tokens (Auto)\nversion: 1.0.4\ndescription: Auto minify code, compress logs, clean configs, optimize prompts — save 40%~60% tokens without losing logic.\nauthor: JhoneMingyoung\ntags: programmer,token,code,minify,compress,prompt\nauto_activates: [code,log,config,prompt]\n---\n\n# Token Saver For Programmer\nA professional AI helper for developers to cut token consumption efficiently.\n\n## 🚀 Features\n- Minify source code: remove blank lines and useless comments, keep core logic\n- Compress error logs and stack traces\n- Clean up JSON / YAML configuration files\n- Optimize technical prompts to be concise and standard\n- Keep all key details unchanged, no logic loss\n\n## 📌 Usage\n### 1. Auto Trigger\nSend code, logs, configs or prompts directly. The skill will activate automatically.\n\n### 2. Command Trigger\n```\n/token-saver-for-programmer [your content]\n```\n\n### 🎯 Applicable Scenarios\nBest for: Cursor / Claude Code / Copilot / Gemini CLI — all AI coding tools.\n\n### ⚠️ Important Notes\nThis skill automatically compresses and rewrites code, logs, configs and prompts.\nIt may omit subtle details or change conditional expressions in edge cases.\nAlways compare and review the optimized output before applying it to projects, debugging or formal prompts.\nDo not assume the transformation is strictly lossless.\n\n## 📝 Demo 1: Redundant Code Minify\n### Original Input (Redundant)\n```python\n# User login interface\n# Author: xxx\n# Date: 2026-05-08\n\ndef user_login(username, password):\n    # Check username\n    if username == None or username.strip() == \"\":\n        return {\"code\": 400, \"msg\": \"Username cannot be empty\"}\n    \n    # Check password\n    if password == None or password.strip() == \"\":\n        return {\"code\": 400, \"msg\": \"Password cannot be empty\"}\n\n    # Query user info\n    user_info = db.query_user(username)\n    if not user_info:\n        return {\"code\": 404, \"msg\": \"User not found\"}\n    \n    # Check password\n    if user_info[\"pwd\"] != password:\n        return {\"code\": 401, \"msg\": \"Wrong password\"}\n\n    # Generate token\n    token = generate_token(user_info[\"id\"])\n    return {\"code\": 200, \"data\": token, \"msg\": \"Login success\"}\n```\n### Optimized Output\n```\ndef user_login(username, password):\n    if not username or username.strip() == \"\":\n        return {\"code\":400,\"msg\":\"Username cannot be empty\"}\n    if not password or password.strip() == \"\":\n        return {\"code\":400,\"msg\":\"Password cannot be empty\"}\n    user_info = db.query_user(username)\n    if not user_info:\n        return {\"code\":404,\"msg\":\"User not found\"}\n    if user_info[\"pwd\"] != password:\n        return {\"code\":401,\"msg\":\"Wrong password\"}\n    token = generate_token(user_info[\"id\"])\n    return {\"code\":200,\"data\":token,\"msg\":\"Login success\"}\n```\n### Token Saved: ~38%\n\n## 📝 Demo 2: Long Error Log Compress\n### Original Input\n```\n2026-05-08 10:20:35.123 INFO [main] StartupInfo - Service starting...\n2026-05-08 10:20:36.456 INFO [main] ConfigLoader - Loading config application.yml\n2026-05-08 10:20:38.789 ERROR [http-nio-8080-exec-3] com.service.UserService - Business exception\njava.lang.NullPointerException: Cannot invoke method getUserId() on null object\nat com.service.UserService.login(UserService.java:45)\nat com.controller.UserController.login(UserController.java:22)\nat sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)\n```\n### Optimized Output\n```\nError: NullPointerException\nMessage: Cannot invoke method getUserId() on null object\nKey code lines:\ncom.service.UserService.login(UserService.java:45)\ncom.controller.UserController.login(UserController.java:22)\n```\n### Token Saved: ~57%\n\n## 📝 Demo 3: Technical Question Optimize\n### Original Input\nI am writing an API with Python. It works fine locally, but shows CORS error after deploying to the server. I have already modified the configuration file and added CORS annotations, but it still does not work. Please help me analyze possible causes and solutions.\n### Optimized Output\nPython API works locally but reports CORS on server. Config modified & CORS annotations added, still not working. Need causes and fix solutions.\n### Token Saved: ~45%\n\n## ⭐ Advantage\n- Safe & lossless optimization\n- Keep all logic & key info\n- Save 40%~60% tokens\n- AI runs faster & cheaper\n\nFile v1.0.4:_meta.json\n\n{\n  \"ownerId\": \"kn79y4e19ywng595544yr5b3y586ach7\",\n  \"slug\": \"token-saver-for-programmer\",\n  \"version\": \"1.0.4\",\n  \"publishedAt\": 1778670026411\n}\n\nArchive v1.0.3: 2 files, 1948 bytes\n\nFiles: SKILL.md (3866b), _meta.json (145b)\n\nFile v1.0.3:SKILL.md\n\n---\nname: token-saver-for-programmer\ndisplay_name: Token Saver For Programmer\nversion: 1.0.3\ndescription: Losslessly minify code, compress logs, clean configs and optimize prompts. Reduce token usage 40%~60% without losing logic.\nauthor: JhoneMingyoung\ntags: programmer,token,code,minify,compress,prompt\nauto_activates: [code,log,config,prompt]\n---\n\n# Token Saver For Programmer\nA professional AI helper for developers to cut token consumption efficiently.\n\n## 🚀 Features\n- Minify source code: remove blank lines and useless comments, keep core logic\n- Compress error logs and stack traces\n- Clean up JSON / YAML configuration files\n- Optimize technical prompts to be concise and standard\n- Keep all key details unchanged, no logic loss\n\n## 📌 Usage\n### 1. Auto Trigger\nSend code, logs, configs or prompts directly. The skill will activate automatically.\n\n### 2. Command Trigger\n```\n/token-saver-for-programmer [your content]\n```\n## 📝 Demo 1: Redundant Code Minify\n### Original Input (Redundant)\n```python\n# User login interface\n# Author: xxx\n# Date: 2026-05-08\n\ndef user_login(username, password):\n    # Check username\n    if username == None or username.strip() == \"\":\n        return {\"code\": 400, \"msg\": \"Username cannot be empty\"}\n    \n    # Check password\n    if password == None or password.strip() == \"\":\n        return {\"code\": 400, \"msg\": \"Password cannot be empty\"}\n\n    # Query user info\n    user_info = db.query_user(username)\n    if not user_info:\n        return {\"code\": 404, \"msg\": \"User not found\"}\n    \n    # Check password\n    if user_info[\"pwd\"] != password:\n        return {\"code\": 401, \"msg\": \"Wrong password\"}\n\n    # Generate token\n    token = generate_token(user_info[\"id\"])\n    return {\"code\": 200, \"data\": token, \"msg\": \"Login success\"}\n```\n### Optimized Output\n```\ndef user_login(username, password):\n    if not username or username.strip() == \"\":\n        return {\"code\":400,\"msg\":\"Username cannot be empty\"}\n    if not password or password.strip() == \"\":\n        return {\"code\":400,\"msg\":\"Password cannot be empty\"}\n    user_info = db.query_user(username)\n    if not user_info:\n        return {\"code\":404,\"msg\":\"User not found\"}\n    if user_info[\"pwd\"] != password:\n        return {\"code\":401,\"msg\":\"Wrong password\"}\n    token = generate_token(user_info[\"id\"])\n    return {\"code\":200,\"data\":token,\"msg\":\"Login success\"}\n```\n### Token Saved: ~38%\n\n## 📝 Demo 2: Long Error Log Compress\n### Original Input\n```\n2026-05-08 10:20:35.123 INFO [main] StartupInfo - Service starting...\n2026-05-08 10:20:36.456 INFO [main] ConfigLoader - Loading config application.yml\n2026-05-08 10:20:38.789 ERROR [http-nio-8080-exec-3] com.service.UserService - Business exception\njava.lang.NullPointerException: Cannot invoke method getUserId() on null object\nat com.service.UserService.login(UserService.java:45)\nat com.controller.UserController.login(UserController.java:22)\nat sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)\n```\n### Optimized Output\n```\nError: NullPointerException\nMessage: Cannot invoke method getUserId() on null object\nKey code lines:\ncom.service.UserService.login(UserService.java:45)\ncom.controller.UserController.login(UserController.java:22)\n```\n### Token Saved: ~57%\n\n## 📝 Demo 3: Technical Question Optimize\n### Original Input\nI am writing an API with Python. It works fine locally, but shows CORS error after deploying to the server. I have already modified the configuration file and added CORS annotations, but it still does not work. Please help me analyze possible causes and solutions.\n### Optimized Output\nPython API works locally but reports CORS on server. Config modified & CORS annotations added, still not working. Need causes and fix solutions.\n### Token Saved: ~45%\n\n## ⭐ Advantage\n- Safe & lossless optimization\n- Keep all logic & key info\n- Save 40%~60% tokens\n- AI runs faster & cheaper\n\nFile v1.0.3:_meta.json\n\n{\n  \"ownerId\": \"kn79y4e19ywng595544yr5b3y586ach7\",\n  \"slug\": \"token-saver-for-programmer\",\n  \"version\": \"1.0.3\",\n  \"publishedAt\": 1778297530681\n}\n\nArchive v1.0.2: 2 files, 1148 bytes\n\nFiles: SKILL.md (1695b), _meta.json (145b)\n\nFile v1.0.2:SKILL.md\n\n---\nname: token-saver-for-programmer\ndisplay_name: Token Saver For Programmer\nversion: 1.0.2\ndescription: Losslessly minify code, compress logs, clean configs and optimize prompts. Reduce token usage 40%~60% without losing logic.\nauthor: JhoneMingyoung\ntags: programmer,token,code,minify,compress,prompt\nauto_activates: [code,log,config,prompt]\n---\n\n# Token Saver For Programmer\nA professional AI helper for developers to cut token consumption efficiently.\n\n## 🚀 Features\n- Minify source code: remove blank lines and useless comments, keep core logic\n- Compress error logs and stack traces\n- Clean up JSON / YAML configuration files\n- Optimize technical prompts to be concise and standard\n- Keep all key details unchanged, no logic loss\n\n## 📌 Usage\n### 1. Auto Trigger\nSend code, logs, configs or prompts directly. The skill will activate automatically.\n\n### 2. Command Trigger\n```\n/token-saver-for-programmer [your content]\n```\n\n## 📝 Example\n### Input\nWrite a Python function to calculate the sum of two integers. Please make the code very clean, add detailed comments, use standard variable names, and do not use redundant statements.\n\n### Output\nPython function for two integers sum: clean code, standard variable names, necessary comments only.\n\n## 📊 Before / After Comparison\n### Original\nWrite a Python function to calculate the sum of two integers. Please make the code very clean, add detailed comments, use standard variable names, and do not use redundant statements.\n\n### Optimized\nPython function for two integers sum: clean code, standard variable names, necessary comments only.\n\n## ⭐ Advantage\nSave up to 40%～60% tokens, make AI responses faster and more accurate.\n\nFile v1.0.2:_meta.json\n\n{\n  \"ownerId\": \"kn79y4e19ywng595544yr5b3y586ach7\",\n  \"slug\": \"token-saver-for-programmer\",\n  \"version\": \"1.0.2\",\n  \"publishedAt\": 1778237978804\n}\n\nArchive v1.0.1: 3 files, 1717 bytes\n\nFiles: README.md (1181b), SKILL.md (836b), _meta.json (145b)\n\nFile v1.0.1:SKILL.md\n\n---\nname: token-saver-for-programmer\ndisplay_name: Token Saver For Programmer\nversion: 1.0.1\ndescription: Lossless compression for code, logs, errors, configs, prompts. Save AI tokens without losing logic.\nauthor: JhoneMingyoung\ntags: programmer,token,code,compress,logs\nauto_activates: [code, log, token, compress, optimize]\n---\n\n# Role\nYou are a professional AI token saver for programmers.\nYou only remove redundant content, NEVER change logic, structure, or key information.\n\n# Supported Scenarios\n1. Code minify\n2. Error log compression\n3. Config file cleanup (JSON/YAML)\n4. Technical query simplification\n5. Prompt optimization\n\n# Triggers\nminify code, compress log, clean config, simplify prompt, token save\n\n# Output Format\n[Token Saved]\nOriginal: xxx\nCompressed: xxx\nSaved: xx%\n\n[Result]\n...\n\n[Info]\nNo logic lost. Safe for AI.\n\nFile v1.0.1:README.md\n\n# Token Saver For Programmer\n# 程序员 Token 省流助手\n\nLossless token compression skill for programmers.\nAutomatically minify code, compress logs, clean configs, optimize prompts — without changing logic.\n\n专为程序员打造的无损 Token 压缩技能。\n自动精简代码、压缩日志、清理配置、优化 Prompt，不改变任何逻辑。\n\n## Features / 功能\n- Minify code (remove blank lines, useless comments)\n- Compress error logs & stack traces\n- Clean JSON/YAML config files\n- Optimize technical prompts\n- Show token save ratio\n- No logic loss, safe for AI\n\n- 精简代码（删除空行、无效注释）\n- 压缩报错日志与堆栈\n- 清理 JSON/YAML 配置\n- 优化技术类 Prompt\n- 显示 Token 节省比例\n- 语义无损，安全投喂 AI\n\n## How to Use / 使用方法\nminify code, compress log, clean config, simplify prompt\n\n精简代码、压缩日志、精简配置、极简Prompt\n\n## Example Output / 输出示例\n[Token Saved]\nOriginal: 950\nCompressed: 175\nSaved: 82%\n【Token 节省统计】\n原文Token：约 950（粗估）\n精简后Token：约 175（粗估）\n节省比例：约 82%\n[Result]\n...code...\n【精简后内容】\n...code...\n\nFile v1.0.1:_meta.json\n\n{\n  \"ownerId\": \"kn79y4e19ywng595544yr5b3y586ach7\",\n  \"slug\": \"token-saver-for-programmer\",\n  \"version\": \"1.0.1\",\n  \"publishedAt\": 1778219656917\n}\n\nArchive v1.0.0: 3 files, 1717 bytes\n\nFiles: README.md (1181b), SKILL.md (836b), _meta.json (145b)\n\nFile v1.0.0:SKILL.md\n\n---\nname: token-saver-for-programmer\ndisplay_name: Token Saver For Programmer\nversion: 1.0.0\ndescription: Lossless compression for code, logs, errors, configs, prompts. Save AI tokens without losing logic.\nauthor: JhoneMingyoung\ntags: programmer,token,code,compress,logs\nauto_activates: [code, log, token, compress, optimize]\n---\n\n# Role\nYou are a professional AI token saver for programmers.\nYou only remove redundant content, NEVER change logic, structure, or key information.\n\n# Supported Scenarios\n1. Code minify\n2. Error log compression\n3. Config file cleanup (JSON/YAML)\n4. Technical query simplification\n5. Prompt optimization\n\n# Triggers\nminify code, compress log, clean config, simplify prompt, token save\n\n# Output Format\n[Token Saved]\nOriginal: xxx\nCompressed: xxx\nSaved: xx%\n\n[Result]\n...\n\n[Info]\nNo logic lost. Safe for AI.\n\nFile v1.0.0:README.md\n\n# Token Saver For Programmer\n# 程序员 Token 省流助手\n\nLossless token compression skill for programmers.\nAutomatically minify code, compress logs, clean configs, optimize prompts — without changing logic.\n\n专为程序员打造的无损 Token 压缩技能。\n自动精简代码、压缩日志、清理配置、优化 Prompt，不改变任何逻辑。\n\n## Features / 功能\n- Minify code (remove blank lines, useless comments)\n- Compress error logs & stack traces\n- Clean JSON/YAML config files\n- Optimize technical prompts\n- Show token save ratio\n- No logic loss, safe for AI\n\n- 精简代码（删除空行、无效注释）\n- 压缩报错日志与堆栈\n- 清理 JSON/YAML 配置\n- 优化技术类 Prompt\n- 显示 Token 节省比例\n- 语义无损，安全投喂 AI\n\n## How to Use / 使用方法\nminify code, compress log, clean config, simplify prompt\n\n精简代码、压缩日志、精简配置、极简Prompt\n\n## Example Output / 输出示例\n[Token Saved]\nOriginal: 950\nCompressed: 175\nSaved: 82%\n【Token 节省统计】\n原文Token：约 950（粗估）\n精简后Token：约 175（粗估）\n节省比例：约 82%\n[Result]\n...code...\n【精简后内容】\n...code...\n\nFile v1.0.0:_meta.json\n\n{\n  \"ownerId\": \"kn79y4e19ywng595544yr5b3y586ach7\",\n  \"slug\": \"token-saver-for-programmer\",\n  \"version\": \"1.0.0\",\n  \"publishedAt\": 1778216324183\n}","readmeExcerpt":"Skill: Token Saver For Programmer Owner: jhonemingyoung Summary: Losslessly minify code, compress logs, clean configs and optimize prompts. Reduce token usage 40%~60% without losing logic. Tags: code:1.0.1, compress:1.0.1, latest:1.0.6, logs:1.0.0, programmer:1.0.1, token:1.0.1 Version history: v1.0.6 | 2026-05-16T06:12:00.030Z | user Version 1.0.6 — Updated documentation for clarity and accuracy - Clarified that the","codeSnippets":[],"executableExamples":[{"language":"text","snippet":"/token-saver-for-programmer [your content]"},{"language":"python","snippet":"# User login interface\n# Author: xxx\n# Date: 2026-05-08\n\ndef user_login(username, password):\n    # Check username\n    if username == None or username.strip() == \"\":\n        return {\"code\": 400, \"msg\": \"Username cannot be empty\"}\n    \n    # Check password\n    if password == None or password.strip() == \"\":\n        return {\"code\": 400, \"msg\": \"Password cannot be empty\"}\n\n    # Query user info\n    user_info = db.query_user(username)\n    if not user_info:\n        return {\"code\": 404, \"msg\": \"User not found\"}\n    \n    # Check password\n    if user_info[\"pwd\"] != password:\n        return {\"code\": 401, \"msg\": \"Wrong password\"}\n\n    # Generate token\n    token = generate_token(user_info[\"id\"])\n    return {\"code\": 200, \"data\": token, \"msg\": \"Login success\"}"},{"language":"text","snippet":"def user_login(username, password):\n    if not username or username.strip() == \"\":\n        return {\"code\":400,\"msg\":\"Username cannot be empty\"}\n    if not password or password.strip() == \"\":\n        return {\"code\":400,\"msg\":\"Password cannot be empty\"}\n    user_info = db.query_user(username)\n    if not user_info:\n        return {\"code\":404,\"msg\":\"User not found\"}\n    if user_info[\"pwd\"] != password:\n        return {\"code\":401,\"msg\":\"Wrong password\"}\n    token = generate_token(user_info[\"id\"])\n    return {\"code\":200,\"data\":token,\"msg\":\"Login success\"}"},{"language":"text","snippet":"2026-05-08 10:20:35.123 INFO [main] StartupInfo - Service starting...\n2026-05-08 10:20:36.456 INFO [main] ConfigLoader - Loading config application.yml\n2026-05-08 10:20:38.789 ERROR [http-nio-8080-exec-3] com.service.UserService - Business exception\njava.lang.NullPointerException: Cannot invoke method getUserId() on null object\nat com.service.UserService.login(UserService.java:45)\nat com.controller.UserController.login(UserController.java:22)\nat sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)"},{"language":"text","snippet":"Error: NullPointerException\nMessage: Cannot invoke method getUserId() on null object\nKey code lines:\ncom.service.UserService.login(UserService.java:45)\ncom.controller.UserController.login(UserController.java:22)"},{"language":"text","snippet":"/token-saver-for-programmer [your content]"}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\nname: token-saver-for-programmer\ndisplay_name: Token Saver — Cut 40%–60% Tokens (Auto)\nversion: 1.0.6\ndescription: Auto minify code, compress logs, clean configs, optimize prompts — save 40%~60% tokens without losing logic.\nauthor: JhoneMingyoung\ntags: programmer,token,code,minify,compress,prompt\nauto_activates: [code,log,config,prompt]\n---\n\n# Token Saver For Programmer\nA professional AI helper for developers to cut token consumption efficiently.\n\n## 🚀 Features\n- Minify source code: remove blank lines and useless comments, keep core logic\n- Compress error logs and stack traces\n- Clean up JSON / YAML configuration files\n- Optimize technical prompts to be concise and standard\n- Keep all key details unchanged, no logic loss\n\n## 📌 Usage\n### 1. Auto Trigger\nSend code, logs, configs or prompts directly. The skill will activate automatically.\n\n### 2. Command Trigger\n```\n/token-saver-for-programmer [your content]\n```\n\n### 🎯 Applicable Scenarios\nBest for: Cursor / Claude Code / Copilot / Gemini CLI — all mainstream AI coding tools.\n\n### ⚠️ Important Notes\n- This tool optimizes and minifies code, logs, configs and prompts to cut token usage.\n- Core logic is fully preserved, while tiny details and conditional logic may differ in edge cases.\n- Please manually verify all outputs before official use.\n\n## 🛡️ Safety & Compliance\n- Runs locally only, no code execution, no credential access, no data collection and no external network calls.\n- Focused on token-saving compression; core content unchanged with possible minor detail differences.\n- Strictly review optimized content before applying to formal projects and production environments.\n\n## 📝 Demo 1: Redundant Code Minify\n### Original Input (Redundant)\n```python\n# User login interface\n# Author: xxx\n# Date: 2026-05-08\n\ndef user_login(username, password):\n    # Check username\n    if username == None or username.strip() == \"\":\n        return {\"code\": 400, \"msg\": \"Username cannot be empty\"}\n    \n    # Check password\n    if password == None or password.strip() == \"\":\n        return {\"code\": 400, \"msg\": \"Password cannot be empty\"}\n\n    # Query user info\n    user_info = db.query_user(username)\n    if not user_info:\n        return {\"code\": 404, \"msg\": \"User not found\"}\n    \n    # Check password\n    if user_info[\"pwd\"] != password:\n        return {\"code\": 401, \"msg\": \"Wrong password\"}\n\n    # Generate token\n    token = generate_token(user_info[\"id\"])\n    return {\"code\": 200, \"data\": token, \"msg\": \"Login success\"}\n```\n### Optimized Output\n```\ndef user_login(username, password):\n    if not username or username.strip() == \"\":\n        return {\"code\":400,\"msg\":\"Username cannot be empty\"}\n    if not password or password.strip() == \"\":\n        return {\"code\":400,\"msg\":\"Password cannot be empty\"}\n    user_info = db.query_user(username)\n    if not user_info:\n        return {\"code\":404,\"msg\":\"User not found\"}\n    if user_info[\"pwd\"] != password:\n        return {\"code\":401,\"msg\":\"Wrong password\"}\n    token = generate_token("},{"path":"_meta.json","content":"{\n  \"ownerId\": \"kn79y4e19ywng595544yr5b3y586ach7\",\n  \"slug\": \"token-saver-for-programmer\",\n  \"version\": \"1.0.6\",\n  \"publishedAt\": 1778911920030\n}"},{"path":"skill-card.md","content":"## Description:\n\nAuto minifies code, compresses logs, cleans configuration, and optimizes technical prompts to reduce token usage while preserving core logic.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[jhonemingyoung](https://clawhub.ai/user/jhonemingyoung)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nDevelopers and engineers use this skill to shorten code, logs, configuration, and technical prompts before sending them through AI coding tools. It is intended to reduce token consumption while keeping the important technical details available for review.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Compressed code, logs, configuration, or prompts may remove context or alter edge-case meaning.\n\nMitigation: Review optimized content before using it for debugging, audits, production changes, or security-sensitive work.\n\nRisk: Automatic activation can transform developer content when code, logs, configs, or prompts are submitted.\n\nMitigation: Compare the compressed output with the original input before applying or sharing the result.\n\n## Reference(s):\n\n- [ClawHub skill page](https://clawhub.ai/jhonemingyoung/skills/token-saver-for-programmer)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, code, configuration, guidance]\n\n**Output Format:** [Markdown or plain text with compressed code, log, configuration, or prompt content]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Outputs should be manually reviewed before use because compression may omit context or alter edge-case meaning.]\n\n## Skill Version(s):\n\n1.0.6 (source: server release metadata and SKILL.md frontmatter)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment."}],"languages":[],"docsSourceLabel":"CLAWHUB","editorialOverview":"Losslessly minify code, compress logs, clean configs and optimize prompts. Reduce token usage 40%~60% without losing logic. Skill: Token Saver For Programmer Owner: jhonemingyoung Summary: Losslessly minify code, compress logs, clean configs and optimize prompts. Reduce token usage 40%~60% without losing logic. 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