pengzhangzhi
- 11 skills
- 0 followers
- 12 hours ago last updated
- ▌ Brainstorming · pengzhangzhi bundleYou MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
- ▌ Writing Plans · pengzhangzhi bundleUse when you have a spec or requirements for a multi-step task, before touching code
- ▌ Writing Skills · pengzhangzhi bundleUse when creating new skills, editing existing skills, or verifying skills work before deployment
- ▌ Executing Plans · pengzhangzhiUse when you have a written implementation plan to execute in a separate session with review checkpoints
- ▌ Ml Result Review · pengzhangzhiUse when concluding an ML experiment - produce a sober conclusion that separates confirmed results from exploratory observations and states the highest verified rung.
- ▌ Ml Feedback Ladder · pengzhangzhiUse when planning how to verify an ML experiment cheaply before expensive runs - design the R0-R7 ladder from local sanity checks to full study, with promotion/stop criteria.
- ▌ Ml Experiment Design · pengzhangzhiUse when turning a rough ML idea into a runnable experiment - define the experiment card (question, hypothesis, baseline, primary metric, budget, cheapest verification rung) before writing training code.
- ▌ Systematic Debugging · pengzhangzhi bundleUse when encountering any bug, test failure, or unexpected behavior, before proposing fixes
- ▌ Test Driven Development · pengzhangzhi bundleUse when implementing any feature or bugfix, before writing implementation code
- ▌ Subagent Driven Development · pengzhangzhi bundleUse when executing implementation plans with independent tasks in the current session
- ▌ Verification Before Completion · pengzhangzhiUse when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always