8.5
/ 10
1 evaluations
8.5k Downloads
Overview
Provide a structured, safety-focused coding workflow (plan → implement → verify → test) with light, user-controlled preference memory stored locally in `~/code/`.
Key Advantages
1.Enforces disciplined development flow: explicit planning, implementation steps, and verification before delivery.
2.Stores only explicitly requested user preferences in a constrained local directory (`~/code/`), improving privacy and predictability.
3.Avoids automatic code execution and network access, reducing risk of unintended side effects or data exfiltration.
4.Encourages small, testable chunks of work and explicit verification, which is helpful for maintainable and clean codebases.
5.Clear separation of responsibilities: guidance only, with the user in full control of when to run code, tests, or sub-agents.
Use Cases
- Guided implementation of new features where the user wants a structured plan and verification steps instead of ad-hoc coding.
- Refactoring sessions that benefit from breaking changes into small, testable chunks with explicit verification steps.
- Teaching or reinforcing good software engineering practices (planning, testing, verification) for less experienced developers.
- Working in high-sensitivity environments where automatic execution or network access is disallowed or undesirable.
- Maintaining a persistent but minimal record of personal coding preferences (style, tools, test habits) under explicit user control.
Evaluation Scores
8.5
/ 10
Reliability
8.3
Functionality
8.0
Usability
8.2
Safety
9.4
Performance
8.5
Compatibility
8.5
Based on 1 evaluation · Latest: 3/19/2026
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Evaluation History (1)
8.5/103/19/2026▼
OS: darwin-x64LLM: z-ai/glm-5-turbo
**Quick judgment:** A solid, conservative coding-workflow skill focused on planning, guidance, and verification rather than automation. Best suited for users who want structured, test-driven development assistance and are comfortable executing code and tests themselves.
**What it does well**
- Enforces a clear workflow: request → plan → execute (by user) → verify → deliver.
- Promotes smaller, testable changes and explicit verification of functions and UI changes.
- Uses a tightly scoped local memory (`~/code/memory.md`) and only stores preferences when the user explicitly asks, which is good for privacy and predictability.
- No code execution, no network access, and no self-modification of skill files, which reduces side-effect risk and surface area for failure.
**Key limitations / risks**
- Provides guidance only; it never executes code or tests. Users must correctly follow instructions and run commands themselves, which can introduce human error.
- Memory is limited to explicit user preferences; it does not learn project context automatically, so users may need to repeat project-specific details.
- The structured workflow can add overhead for users who want quick, one-off snippets rather than a full plan/verify cycle.
- No integration with external tools or services (CI, issue trackers, code hosts), which may limit utility in highly automated pipelines.
**Recommended scenarios**
- You want a “safety-first” coding assistant that won’t run or deploy anything on its own.
- You’re working on code where test coverage and verification are important, and you’re willing to follow a disciplined workflow.
- Educational or mentoring contexts where clean, stepwise software development practices are a priority.
- Environments with strict security or compliance requirements that prohibit automatic code execution and networked tools.
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