发现未知技能库
实现改动前暴露盲点、上下文缺口与证据遗漏。
技能包将任务澄清与上下文工程方法转成十四个 Agent 技能，包含证据扩展及证明修复有效的流程。
适用场景
- 规划功能前发现假设
- 检查上下文并证明修复有效
使用方法
安装技能包，说明任务和现有证据，再选择对应未知项或上下文检查；作者为各受支持 Agent 记录了显式调用方式。
Skills
agent-interface-design
Design tools, scripts, and CLIs that an agent will call, so the interface teaches its own use instead of a wall of prose and examples. Use when building an MCP server or tool definition, writing an agent-facing script, or when an agent keeps misusing a tool it already has.
neeeophytee/finding-unknowns-skillsassumption-test
Test a consequential technical assumption with a small, falsifiable experiment before committing to an approach. Use when a plan depends on uncertain runtime, integration, or data behavior that inspection alone cannot establish. Not for preference interviews or routine implementation.
neeeophytee/finding-unknowns-skillsblindspot-pass
Surface the user's unknown unknowns before work starts. Use when the user is entering an unfamiliar codebase area, an unfamiliar domain (design, video, infra), or explicitly asks for a "blindspot pass" or to find their "unknown unknowns."
neeeophytee/finding-unknowns-skillsbrainstorm-prototypes
Generate several genuinely different throwaway variations (designs, approaches, drafts) for the user to react to. Use when the user can only recognize what they want by seeing it — visual design, UX flows, naming, tone — or asks to brainstorm or prototype before building.
neeeophytee/finding-unknowns-skillschange-quiz
After a working session, produce a report on what changed plus a quiz the user must pass before merging. Use when the user asks "what did we actually do," wants to review a large change, or invokes a quiz before merge.
neeeophytee/finding-unknowns-skillscontext-audit
Audit the instructions an agent already carries — CLAUDE.md, AGENTS.md, skills, tool descriptions — for contradictions, over-constraint, and duplication, then propose a cut list. Use when an agent ignores its own instructions, when a CLAUDE.md has grown bloated, or when the user asks to audit or rightsize their agent context.
neeeophytee/finding-unknowns-skillsimplementation-notes
Keep a running implementation-notes.md during a build, logging every deviation from the plan and every discovered edge case. Use whenever implementing against an agreed plan or spec, especially in long autonomous sessions.
neeeophytee/finding-unknowns-skillsimplementation-plan
Write an implementation plan that leads with the decisions the user is most likely to change, and buries the mechanical work at the bottom. Use when planning is requested before a build, especially after brainstorming or an interview.
neeeophytee/finding-unknowns-skillsinterview-me
Interview the user one question at a time to resolve remaining ambiguity before implementation. Use when planning or brainstorming is done but unknowns remain, or when the user asks to be interviewed about a task or spec.
neeeophytee/finding-unknowns-skillspitch-packager
Package a finished piece of work (spec, prototype, implementation notes) into a single document that gets reviewers to understanding and approval fast. Use when the user needs buy-in, a review, or a shareable summary of what was built and why.
neeeophytee/finding-unknowns-skillsprogressive-disclosure
Split an oversized skill, CLAUDE.md, or spec into an entry file plus files that load only when they're needed.
neeeophytee/finding-unknowns-skillsreference-hunt
Use existing source code as the specification when the user can't describe what they want in words. Use when the user points at a library, module, folder, or site and says "like this," even if it's in a different language or stack.
neeeophytee/finding-unknowns-skillsregression-proof
Fix a reported bug with a regression test that demonstrably fails on the original behavior and passes after the fix. Use when implementing a bug fix or checking whether a proposed fix actually addresses a reported failure. Not a general coverage audit or new-feature workflow.
neeeophytee/finding-unknowns-skillstest-blindspots
Find consequential behavior that a passing test suite does not establish, using focused exploratory checks. Use when the user asks what green tests miss or wants confidence in test coverage for a specific change. Not a general code review, routine test run, or debugging workflow for an already failing test.
neeeophytee/finding-unknowns-skills