2026-10-13OverviewEvergreenEvidence-backed
Skill Relationship Map
mattpocock/skills · 38 Skills 的调用与流程关系
把 38 个 Skill 的入口路由、流程流转、能力调用、纯套壳、前置配置与 Beta 扩展组织成可筛选关系图,每条边均附上游原文证据。
节点38完整 Skill 清单
关系57原文证据支持
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relationship-map · orchestration · workflow · skill-learningskill-learning-reports
setup-matt-pocock-skills
skills/engineering/setup-matt-pocock-skills/SKILL.md
先探测仓库现状,用推荐默认值收缩真正的配置分叉,再经用户预览确认后幂等写入工程 skills 的共享契约。
序号#64学习系列
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- out of the box
- don't assume
- in-place rather than appending a duplicate
configuration · workflow · engineeringskill-learning-reports
improve-codebase-architecture
skills/engineering/improve-codebase-architecture/SKILL.md
先用近期变更和领域词汇限定扫描范围,再以删除测试筛选架构深化候选,最后只对用户选中的方案进入决策追问。
序号#63学习系列
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- deepening opportunities
- deletion test
- load-bearing reason
architecture · engineeringskill-learning-reports
2026-10-11PromotedUpdated
implement
skills/engineering/implement/SKILL.md
把已决定的 spec 或 ticket 推进为可追踪 commit:先核验工单身份,在预先约定的 seam 上做 TDD,分层运行测试并调用独立 code review。
序号#62学习系列
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- ticket reference
- pre-agreed seams
- current branch
implementation · tdd · testing · code-reviewskill-learning-reports
2026-10-10PromotedUpdated
diagnosing-bugs
skills/engineering/diagnosing-bugs/SKILL.md
先建立能精准捕获用户症状的快速红/绿反馈回路;人工制造红色结果时,再用 pristine-copy diff 证明 mutation 确实落地。
序号#61学习系列
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- red-capable
- pristine copy
- correct seam
debugging · feedback-loop · hypothesis · testingskill-learning-reports
2026-10-09PromotedUpdated
code-review
skills/engineering/code-review/SKILL.md
把同一份 diff 拆成 Standards 与 Spec 两条隔离审查轴:先完整发现规范来源,再同批前台运行两个审查者并保留独立结论。
序号#60学习系列
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- along two axes
- in the foreground
- merge or rerank findings
code-review · workflow · sub-agents · engineeringskill-learning-reports
2026-10-08PromotedUpdated
ask-matt
skills/engineering/ask-matt/SKILL.md
把中央路由器限定为方向导航:执行判断前必须回读能力所有者的当前 SKILL.md,再沿主流程、匝道与阶段边界选择路径。
序号#59学习系列
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- for orientation only
- on-ramp
- leave a paper trail
workflow · routing · authority · engineeringskill-learning-reports
2026-10-07PromotedUpdated
domain-modeling
skills/engineering/domain-modeling/SKILL.md
把领域建模变成术语冲突、具体场景、代码核验与即时记录的持续校准回路,并用三重门槛控制 ADR 信噪比。
序号#58学习系列
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- the moment they crystallise
- stress-test them
- Don't batch these up
domain-modeling · glossary · ADR · engineeringskill-learning-reports
chief-of-staff
skills/in-progress/chief-of-staff/SKILL.md
把长期主会话设为战略决策中枢,将战术执行隔离到子智能体,并用上下文指针节省上下文。
序号#57学习系列
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- accruing tribal knowledge
- context pointers
- the gardener of this environment
orchestration · subagents · context · strategyskill-learning-reports
2026-10-05PromotedUpdated
ask-matt
skills/engineering/ask-matt/SKILL.md
把技能集合组织成主流程、匝道、阶段边界与底层词汇层,让不同起点最终汇入可验证的工程交付。
序号#56学习系列
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- on-ramp
- leave a paper trail
- tight feedback loop
workflow · routing · context · engineeringskill-learning-reports
2026-10-04PromotedUpdated
diagnosing-bugs
skills/engineering/diagnosing-bugs/SKILL.md
先建立能精准捕获用户症状的快速红/绿反馈回路,再让复现、最小化、假设、探针、修复和清理共享同一信号。
序号#55学习系列
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- red-capable
- load-bearing
- correct seam
debugging · feedback-loop · hypothesis · testingskill-learning-reports
2026-10-03PromotedUpdated
ask-matt
skills/engineering/ask-matt/SKILL.md
把 Skill 集合组织成按起始情境、证据需求、构建规模和上下文边界导航的流程图,并闭环到 PR 与复盘。
序号#54学习系列
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- task graph
- integration branch
- closes the loop
workflow · router · orchestration · contextskill-learning-reports
retro
skills/engineering/retro/SKILL.md
把会话中的具体摩擦转化为环境层改进,并将机械问题分流到确定性检查、判断问题分流到审查标准。
序号#53学习系列
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- primary sources
- deterministic check
- context pressure
retrospective · guardrails · agent-environment · workflowskill-learning-reports
pr
skills/engineering/pr/SKILL.md
用最小充分视图解释变化,以前后证据证明效果,再显式呈现可逆性与影响范围。
序号#52学习系列
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- smallest view
- before and after
- blast radius
pull-request · evidence · risk · visual-communicationskill-learning-reports
implement-spec
skills/engineering/implement-spec/SKILL.md
把带阻塞边的工单作为动态任务图并行调度,再通过单一集成分支汇流、评审和完成关闭。
序号#51学习系列
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- a frontier of tickets
- context pointers
- before reporting done
workflow · task-graph · subagents · integrationskill-learning-reports
pr
skills/in-progress/pr/SKILL.md
用最小充分视图与前后证据解释变化,再以短标签和可选说明呈现可逆性与影响范围。
序号#50学习系列
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- one-word description
- before and after
- blast radius
pull-request · evidence · risk · visual-communicationskill-learning-reports
pr
skills/in-progress/pr/SKILL.md
用最小充分的结构图解释变化,以前后对照证明效果,再用可逆性与影响半径暴露合并风险。
序号#49学习系列
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- the smallest view
- before and after
- blast radius
pull-request · evidence · risk · visual-communicationskill-learning-reports
retro
skills/in-progress/retro/SKILL.md
从会话一手证据提炼环境改进,并把机械性违规路由到确定性检查,把判断事项留给评审。
序号#48学习系列
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- sits unwired or silently broken
- not a neutral default
- gets a deterministic check, full stop
retrospective · guardrails · code-review · agent-environmentskill-learning-reports
2026-09-07PromotedUpdatedWrapper
grill-me
skills/productivity/grill-me/SKILL.md
用仅限用户主动调用的薄入口控制高强度访谈,再由设计树与 frontier 机制按依赖关系推进决策。
序号#47学习系列
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- sharpen a plan or design
- push the frontier outward
- nothing left silently assumed
workflow · decision-making · interview · wrapperskill-learning-reports
2026-09-06PromotedUpdated
research
skills/engineering/research/SKILL.md
把资料查阅委派给后台智能体,但用一手来源、逐项引用和单一 Markdown 工件把并行研究变成可审计的输入。
序号#46学习系列
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- high-trust primary sources
- Follow every claim back
- match the existing convention
research · evidence · delegation · engineeringskill-learning-reports
2026-09-05PromotedUpdated
prototype
skills/engineering/prototype/SKILL.md
先按不确定性的类型选择逻辑或 UI 原型,再用低成本、可观察、明确一次性的工件验证问题,并将结论与证据分开保存。
序号#45学习系列
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- The question decides the shape
- Surface the state
- primary source
prototyping · experiments · workflow · engineeringskill-learning-reports
2026-09-04PromotedUpdated
improve-codebase-architecture
skills/engineering/improve-codebase-architecture/SKILL.md
用变更热点限定扫描范围,以删除测试识别深模块机会,并在用户选择后才进入接口设计与领域知识同步。
序号#44学习系列
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- Scope before you scan
- concentrate complexity
- a load-bearing reason
architecture · deep-modules · workflow · engineeringskill-learning-reports
2026-09-03PromotedUpdated
grill-with-docs
skills/engineering/grill-with-docs/SKILL.md
用两次显式 Skill 工具调用组合递进式访谈与领域文档纪律,让澄清和落盘在同一会话中发生。
序号#43学习系列
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- a relentless interview
- as we go
- call the Skill tool twice
workflow · composition · domain-modeling · engineeringskill-learning-reports
2026-09-02PromotedUpdated
domain-modeling
skills/engineering/domain-modeling/SKILL.md
把领域建模变成术语冲突、具体场景、代码核验与即时记录的持续校准回路,并用三重门槛控制 ADR 信噪比。
序号#42学习系列
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- the moment they crystallise
- stress-test them
- Don't batch these up
domain-modeling · glossary · ADR · engineeringskill-learning-reports
2026-09-01PromotedUpdated
codebase-design
skills/engineering/codebase-design/SKILL.md
用固定的 Module、Interface、Seam 与 Adapter 词汇,把深度定义为接口杠杆,并用删除测试和真实变化证据约束抽象。
序号#41学习系列
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- leverage at the interface
- earning its keep
- Two adapters means a real one
codebase-design · deep-modules · testability · engineeringskill-learning-reports
2026-08-31PromotedUpdated
code-review
skills/engineering/code-review/SKILL.md
把同一份 diff 拆成 Standards 与 Spec 两条隔离审查轴,并保留各自的证据、严重项与判断边界。
序号#40学习系列
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- along two axes
- smell baseline
- merge or rerank findings
code-review · workflow · sub-agents · engineeringskill-learning-reports
2026-08-30PromotedUpdated
diagnosing-bugs
skills/engineering/diagnosing-bugs/SKILL.md
先打造能精准变红的快速反馈回路,再用复现、最小化、可证伪假设、定向探针与回归测试闭环诊断。
序号#39学习系列
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- tight pass/fail signal
- red-capable
- correct seam
debugging · feedback-loop · hypothesis-testing · regression-testskill-learning-reports
2026-08-29PromotedUpdated
ask-matt
skills/engineering/ask-matt/SKILL.md
把 Skill 集合组织成按起始情境、工作阶段、上下文边界与明确汇流点导航的有向流程图。
序号#38学习系列
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- on-ramps
- tight feedback loop
- one unbroken context window
workflow · router · orchestration · contextskill-learning-reports
writing-shape
skills/in-progress/writing-shape/SKILL.md
把固定素材、读者前置知识和逐段写入组合成受概念依赖约束的交互式文章塑形循环。
序号#37学习系列
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- input pile
- commit to a structure
- a quarry, not a script
writing · workflow · grounding · betaskill-learning-reports
writing-fragments
skills/in-progress/writing-fragments/SKILL.md
把写作探索变成持续采矿的对话管线:从第一句话起识别异质片段,写前重读并静默追加,同时拒绝过早施加文章结构。
序号#36学习系列
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- widen the space
- load-bearing
- append silently
writing · exploration · fragments · human-in-the-loop · betaskill-learning-reports
writing-beats
skills/in-progress/writing-beats/SKILL.md
把文章写作建模为受概念落地约束的节拍路径:每轮只展示当前可达分支,用户选定后只写一个节拍,再重读磁盘继续。
序号#35学习系列
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- commit to a path
- choose-your-own-adventure
- Never write ahead
writing · grounding · workflow · human-in-the-loop · betaskill-learning-reports
setup-ts-deep-modules
skills/in-progress/setup-ts-deep-modules/SKILL.md
用路径深度把 TypeScript 包塑造成深模块:根文件是公开入口,子文件夹是私有实现,并用 pass/fail/pass 反向实验验证边界。
序号#34学习系列
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- the only way in
- proves the rules bite
- context pointer
typescript · deep-modules · dependency-cruiser · architecture · betaskill-learning-reports
retro
skills/in-progress/retro/SKILL.md
把真实编码会话当作系统诊断样本,将失误映射到导航、自动检查、标准、上下文与信息访问等可积累的环境改进。
序号#33学习系列
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- primary sources for the session
- context pressure
- navigation pointer
retrospective · agent-environment · tool-economy · coding-standards · betaskill-learning-reports
loop-me
skills/in-progress/loop-me/SKILL.md
把生活与工作中的重复模式视为 loop,通过分轮追问将值得委派的活动收敛成无歧义的 workflow 规格。
序号#32学习系列
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- loops within loops
- Push right
- decision-ready summary
workflow · specification · grilling · human-in-the-loop · productivityskill-learning-reports
2026-08-28BetaUser-invoked
implement-spec
skills/in-progress/implement-spec/SKILL.md
把规格工单建模为带阻塞关系的任务图,从动态前沿并发派发隔离实现者,再经单一 PR 汇流、审查和收尾。
序号#31学习系列
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- a task graph
- a frontier of tickets
- context pointers
task-graph · subagents · concurrency · worktree · pull-requestskill-learning-reports
2026-08-28BetaUser-invoked
claude-handoff
skills/in-progress/claude-handoff/SKILL.md
把当前会话压缩成去重、脱敏且目标明确的提示词,并立即启动具名后台智能体,实现从交接记录到下一位执行者的无缝切换。
序号#30学习系列
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- fresh background agent
- suggested skills
- Redact any sensitive information
handoff · background-agent · context · security · claude-cliskill-learning-reports
2026-08-28MiscNon-promoted
setup-pre-commit
skills/misc/setup-pre-commit/SKILL.md
先探测仓库现有包管理器、脚本与格式化约定,再补齐 Husky 提交前质量链路,并用一次真实提交完成端到端验证。
序号#29学习系列
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- detected package manager
- only create if missing
- a good smoke test
git · husky · lint-staged · prettier · quality-gatesskill-learning-reports
2026-08-28MiscNon-promoted
scaffold-exercises
skills/misc/scaffold-exercises/SKILL.md
把课程计划规范化为带编号的章节、练习和教学变体目录,用最小 readme 桩诚实表达未完成内容,并以仓库 lint 驱动修复闭环。
序号#28学习系列
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- scaffold exercises
- iterate until lint passes
- preserves git history
courseware · scaffolding · linting · directories · gitskill-learning-reports
2026-08-28MiscNon-promoted
migrate-to-shoehorn
skills/misc/migrate-to-shoehorn/SKILL.md
把测试中的 `as` 断言按数据意图迁移为 fromPartial、fromAny 或 fromExact,在缩小夹具噪声的同时保留类型提示、明确逃生口和测试专用边界。
序号#27学习系列
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- keeping TypeScript happy
- wrong type on purpose
- Run type check to verify
typescript · testing · migration · type-safety · fixturesskill-learning-reports
2026-08-28MiscNon-promoted
git-guardrails-claude-code
skills/misc/git-guardrails-claude-code/SKILL.md
用 Claude Code PreToolUse hook 在执行前拦截危险 Git 命令,并通过作用域确认、增量配置合并和预期失败测试形成完整安全闭环。
序号#26学习系列
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- intercepts and blocks
- does not have authority
- exit with code 2
git · guardrails · claude-code · hooks · securityskill-learning-reports
writing-for-agents
skills/productivity/writing-for-agents/SKILL.md
把智能体文档建模为可调杠杆:指针控制加载,信息层级保护注意力,完成标准驱动深挖,修剪机制持续降低方差。
序号#25学习系列
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- context pointer
- information hierarchy
- completion criterion
agent-writing · context · progressive-disclosure · prompt-engineeringskill-learning-reports
wait-what
skills/productivity/wait-what/SKILL.md
把“我没跟上”变成一次显式会话修复:补少量前提、改用受控简明英语,并重新对齐项目的统一语言。
序号#24学习系列
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- did not land
- Re-pitch that
- ubiquitous language
communication · clarity · context · domain-languageskill-learning-reports
to-questionnaire
skills/productivity/to-questionnaire/SKILL.md
只追问用户可回答的发送对象与回收目标,再把接收者所知和用户所需之间的缺口编译成可独立填写、按价值排序的问卷。
序号#23学习系列
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- Grill the send, not the subject
- target the gap
- most-important-first
questionnaire · discovery · async · decision-makingskill-learning-reports
teach
skills/productivity/teach/SKILL.md
把目录变成跨会话教学系统:以使命定方向、以可信来源供给知识,并用最近发展区与互动反馈建立长期保持。
序号#22学习系列
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- zone of proximal development
- desirable difficulty
- Reuse is the default
teaching · learning · retention · componentsskill-learning-reports
handoff
skills/productivity/handoff/SKILL.md
把会话压缩为目标导向、去重引用且完成脱敏的可携带交接文档,让 fresh agent 立即续上工作。
序号#21学习系列
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- pick up
- Do not duplicate content
- tailor the doc accordingly
handoff · context · productivity · securityskill-learning-reports
2026-08-28PromotedNormal skill
grilling
skills/productivity/grilling/SKILL.md
把规划访谈建模为决策树,每轮只询问前置条件已解决的 frontier,并在用户确认前禁止行动。
序号#20学习系列
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- stress-test their thinking
- push the frontier outward
- nothing left silently assumed
workflow · decision-making · interview · productivityskill-learning-reports
2026-08-27PromotedNormal skill
wizard
skills/engineering/wizard/SKILL.md
把 agent 无法代办的控制台点击、凭据录入和不可逆切换编译成临时 bash 向导,以固定模板承载状态、确认、持久化与静态验证。
序号#19学习系列
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注释13语境词汇
- don't ask cold
- ephemeral by default
- Trace it statically
wizard · bash · human-in-the-loop · credentials · engineeringskill-learning-reports
2026-08-26PromotedNormal skill
wayfinder
skills/engineering/wayfinder/SKILL.md
把超出单会话容量、路线仍模糊的工作建模成目的地、frontier、迷雾与决策工单组成的共享地图,再逐票消除不确定性直到可交接。
序号#18学习系列
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注释17语境词汇
- wrapped in fog
- an index, not a store
- create-then-wire
wayfinder · planning · decision-map · issue-tracker · engineeringskill-learning-reports
2026-08-25PromotedNormal skill
triage
skills/engineering/triage/SKILL.md
把外部 issue 与 PR 统一放进类别 × 状态的分诊机,先查重与核验,再由维护者确认并产出简报、追问或关闭记录。
序号#17学习系列
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注释16语境词汇
- request surface
- the claim holds up
- specific and actionable
triage · workflow · state-machine · issue-tracker · engineeringskill-learning-reports
2026-08-24PromotedUser-invoked
to-tickets
skills/engineering/to-tickets/SKILL.md
把计划编译成由可独立验证的垂直切片与真实阻塞边组成的依赖图,并在发布前校验粒度和拓扑。
序号#16学习系列
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词组14语境精读
- tracer-bullet vertical slices
- blocking edges
- expand–contract
workflow · planning · tickets · dependency-graph · engineeringskill-learning-reports
2026-08-23PromotedUser-invoked
to-spec
skills/engineering/to-spec/SKILL.md
把已完成的对话决策与最新代码库事实综合成可跨会话传递的规格,并把测试 seam 保留为唯一的人类确认门。
序号#15学习系列
版本5b15a47f上游 commit
- synthesize what you already know
- Sketch out the seams
- decision-rich parts
spec · workflow · decision-record · testing-seamsskill-learning-reports
tdd
skills/engineering/tdd/SKILL.md
把 TDD 约束成预先确认 seam 后的单测试、单最小实现纵向反馈循环,并以公共接口与独立真值防止脆弱或同义反复的测试。
序号#14学习系列
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词汇12语境表达
- red → green loop
- pre-agreed seams
- passes by construction
tdd · testing · engineering · vertical-slicesskill-learning-reports
2026-08-21PromotedUser-invoked
setup-matt-pocock-skills
skills/engineering/setup-matt-pocock-skills/SKILL.md
把 tracker、triage 标签与领域文档布局抽成仓库内契约,并通过探索、分段确认和最小侵入写入完成一次性设置。
序号#13学习系列
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- prompt-driven skill
- Read whatever exists; don't assume
- update its contents in-place
setup · configuration · workflow · repositoryskill-learning-reports
resolving-merge-conflicts
skills/engineering/resolving-merge-conflicts/SKILL.md
把合并冲突变成证据驱动的意图协调:追溯双方目标、按合并目的裁决、记录取舍,并以项目检查完成验证。
序号#12学习系列
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- Find the primary sources
- Preserve both intents
- note the trade-off
git · merge-conflicts · intent · verificationskill-learning-reports
research
skills/engineering/research/SKILL.md
把资料查阅拆成后台任务,以一手来源和逐项引用约束证据,并收敛为仓库内的单个 Markdown 工件。
序号#11学习系列
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- high-trust primary sources
- Follow every claim back
- match the existing convention
research · primary-sources · delegation · evidenceskill-learning-reports
2026-08-18PromotedNormal entry
prototype
skills/engineering/prototype/SKILL.md
用问题类型选择最小原型形态,以可操作反馈验证设计;答案进入主线,原型留作可追溯的一手证据。
序号#10学习系列
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- The question decides the shape
- Surface the state
- primary source
prototype · design · workflow · engineeringskill-learning-reports
improve-codebase-architecture
skills/engineering/improve-codebase-architecture/SKILL.md
用近期热点、领域词汇与删除测试筛出模块深化机会,先交付可视化候选报告,再由用户选择进入设计追问。
序号#09学习系列
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- deepening opportunities
- widen the net
- load-bearing reason
architecture · module-depth · workflowskill-learning-reports
2026-08-16PromotedNormal skill
implement
skills/engineering/implement/SKILL.md
把已确定的规格或工单变成一条有质量门的实施流水线:约定接缝处做 TDD,分层运行测试,审查后提交。
序号#08学习系列
版本068b6e0c上游 commit
- at pre-agreed seams
- the full test suite once at the end
- current branch
implementation · tdd · testing · code-reviewskill-learning-reports
grill-with-docs
skills/engineering/grill-with-docs/SKILL.md
这是一层极薄的组合适配器:它启动 /grilling 的递进式访谈,同时把 /domain-modeling 的术语与决策记录纪律注入访谈过程,让“想清楚”和“写下来”发生在同一会话里。
序号#07学习系列
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- Run a session
- a relentless interview
- sharpen a plan or design
promoted · mattpocockskill-learning-reports
domain-modeling
skills/engineering/domain-modeling/SKILL.md
把领域建模变成会话内的主动校准回路:术语一出现就对照词汇表、用场景与代码施压,结论一成形就写入唯一职责的长期记录。
序号#06学习系列
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- build and sharpen
- the moment they crystallise
- not just consuming it
promoted · mattpocockskill-learning-reports
diagnosing-bugs
skills/engineering/diagnosing-bugs/SKILL.md
先建立一个已运行、能精准捕获用户症状的快速红/绿反馈回路,再让复现、最小化、假设、探针和修复全部消费同一信号。
序号#05学习系列
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- explicitly justified
- a clear mental model
- quote only the lines that carry the signal
promoted · mattpocockskill-learning-reports
codebase-design
skills/engineering/codebase-design/SKILL.md
这是一份共享设计词典:它用一组相互咬合的精确定义,把“模块好不好”转化为可讨论的接口杠杆、接缝位置、调用者收益与维护局部性。
序号#04学习系列
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- deep modules
- scale-agnostic
- type-level surface
promoted · mattpocockskill-learning-reports
code-review
skills/engineering/code-review/SKILL.md
code-review 把同一份 Git diff 交给彼此隔离的 Standards 与 Spec 两条审查轴,再保留两套结论的独立性,而不是压成一个看似简单的总分。
序号#03学习系列
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- fixed point
- parallel sub-agents
- pollute each other's context
promoted · mattpocockskill-learning-reports
ask-matt
skills/engineering/ask-matt/SKILL.md
ask-matt 把一组容易被当成“命令清单”的 skill,重构成一张按工作阶段与决策边界导航的流程地图:先识别你在哪里,再告诉你该进入哪条路、何时分支、何时重新汇流。
序号#02学习系列
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- a path through the skills
- on-ramp
- sharpen the idea
promoted · mattpocockskill-learning-reports
grill-me
skills/productivity/grill-me/SKILL.md
保留原始 SKILL.md 的双语阅读,并拆解其工程设计、边界与可迁移原则。
序号#01学习系列
版本84fdeffd上游 commit
- grill someone
- sharpen a plan
- relentlessly
promoted · mattpocockskill-learning-reports