aw
Ensure what you implement Always Works™ with comprehensive testing
Install / Use
npx skills add GentlemanDan/personal-finance-demoInstalls into whichever agent you are using.
Claude Commands
Claude Code slash commands
Quality Score
Category
Development & EngineeringSupported Platforms
Our assessment of aw
aw scores 48/100 on our quality scale, 4297th of 4,609 Development & Engineering skills we index.
Its Claude Commands is 1.5 KB long, split into 7 sections and no code examples: moderately detailed.
It has no GitHub stars yet, so there is no community track record; judge it on its content.
Maintenance, license and trust
- We could not determine when the repository was last updated.
- No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
- Its trust signals score 68/100, with 3 cautions from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
aw compared with similar skills
All 4 of these similar skills score higher than aw; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| aw (this skill)by GentlemanDan | 48 | 0 | — | Claude Commands |
| claude-memby thedotmack | 100 | 103.4k | today | CLAUDE.md |
| Agent-Reachby Panniantong | 100 | 103.3k | 1d ago | CLAUDE.md |
| taste-skillby Leonxlnx | 100 | 102.9k | today | CLAUDE.md |
| Understand-Anythingby Egonex-AI | 100 | 88.4k | today | CLAUDE.md |
Frequently asked questions
- How do I install aw?
- Run
npx skills add GentlemanDan/personal-finance-demo. The install tabs above show the steps for each supported agent. - Which AI agents does aw work with?
- It is written for Claude Code, as a Claude Commands file. Other agents that read the same format can often use it too.
- Is aw safe to use?
- It declares no license and scores 68/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is aw still maintained?
- We could not determine when the repository was last updated.
Skill content
View source on GitHubdescription: Ensure what you implement Always Works™ with comprehensive testing
How to ensure Always Works™ implementation
Please ensure your implementation Always Works™ for: $ARGUMENTS.
Follow this systematic approach:
Core Philosophy
- "Should work" ≠ "does work" - Pattern matching isn't enough
- I'm not paid to write code, I'm paid to solve problems
- Untested code is just a guess, not a solution
The 30-Second Reality Check - Must answer YES to ALL:
- Did I run/build the code?
- Did I trigger the exact feature I changed?
- Did I see the expected result with my own observation (including GUI)?
- Did I check for error messages?
- Would I bet $100 this works?
Phrases to Avoid:
- "This should work now"
- "I've fixed the issue" (especially 2nd+ time)
- "Try it now" (without trying it myself)
- "The logic is correct so..."
Specific Test Requirements:
- UI Changes: Actually click the button/link/form
- API Changes: Make the actual API call
- Data Changes: Query the database
- Logic Changes: Run the specific scenario
- Config Changes: Restart and verify it loads
The Embarrassment Test:
"If the user records trying this and it fails, will I feel embarrassed to see his face?"
Time Reality:
- Time saved skipping tests: 30 seconds
- Time wasted when it doesn't work: 30 minutes
- User trust lost: Immeasurable
A user describing a bug for the third time isn't thinking "this AI is trying hard" - they're thinking "why am I wasting time with this incompetent tool?"
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Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
