abysscn/oh-my-dag
42 skills
$npx skills add abysscn/oh-my-dagSkillInstalls
cavemanUltra-compressed communication mode. Cuts token usage ~75% by dropping filler, articles, and pleasantries while keeping full technical accuracy.codebase-designcommitSmart git commit: analyze changes + zone checks (tsc/test/build) + conventional message (Chinese) + git commit. --ship mode: merge base + full tests + PR.councilMulti-perspective parallel generation + judge-and-select (a panel of experts 'meets' to deliberate a winner): facing a wide solution space for a…dag-buildDecomposable coding task as a DAG: conductor plans, agent leaves build files concurrently, a deterministic oracle command gates, a heal fixpoint retries with…dag-councilAuto-authored expert council as a DAG: give it a goal + ground truth, the conductor authors N distinct personas, they produce candidates concurrently, a…dag-deepenArchitecture-deepening scan as a DAG: deterministic git-hotspot discovery picks the highest-friction modules, one agent leaf per hotspot concurrently hunts…dag-fanoutHand-written lens-spec fanout: you author the lenses (persona + sub-angles), the engine runs them concurrently and judges. Manual gearbox of dag-council.dag-researchWeb research as a DAG: retrieve (multi-query search + tiered crawl) → multi-lens fanout → judged synthesis, one command, zero-loss corpus artifact.dag-reviewAdversarial multi-dimension diff review as a DAG: correctness/security/boundary/contract lenses review the diff concurrently, then a verify/refute layer…dag-slimOver-engineering-only review as a DAG: two passes, GLOBAL first (one strong reviewer hunts cross-file dedup/collapse/layer/couple — the -50% win), then LOCAL…dreamManually trigger Dream consolidation: distill an agent's raw events into durable memory facts, with safeguards. Runs all layers, budget cap ~10k tokens.handoffSession wrap-up ritual: update the active plan / next-state file + write a session log + capture memory. Skipping = the next session loses context.investigateSystematic root-cause debugging: 8 phases — history search / reproduce / scope lock / pattern match / hypothesis test / fix / verify / report.omdOne table of every routed oh-my-dag skill: name → when to use. The one name to remember. Trigger: /omd / list skills / which skill / 有哪些技能 / 该用哪个技能.omd-audit安全专项审计:经 omd dag_run 派多视角安全审查 DAG,按信任边界清单扫注入/认证/fail-open + untrusted 入口校验覆盖率,产按严重度排序的结构化报告。Trigger:/omd-audit、安全审计、查漏洞、信任边界、security review。omd-council多视角专家议会:宽解空间的设计/决策问题,经 omd dag_research(council 模式)并行多 persona 出方案 + 多 lens 择优;领域岔口走接地档(反 happy-path)。Trigger:/omd-council、开会审议、多方案对比、给我几个选项、拿不准选哪个。omd-debug系统化根因调试:历史搜索→复现→scope lock→模式匹配→假设验证→修复→验证→报告 + 修完扫同类。铁律:无根因不修。Trigger:/omd-debug、debug、调查、排查、为什么挂了、这个bug、根因分析、investigate、stack trace、昨天还好的。omd-deepengit 热点架构加深扫描:经 omd dag_deepen 确定性挑高摩擦模块,并发找浅模块(删除测试/深接口草图),跨热点归并重复逻辑,按 leverage 排序产 HTML 报告。Trigger:/omd-deepen、架构加深扫描、热点扫描、找浅模块、找重构机会、deepening。omd-deliver执行 omd pathfinder 已散尽区域(编译 slice → 跑 DAG 真改文件 → 票翻 delivered),标 delivered 前逐票核对真身(delivered✅≠东西真在)。deliberate/build 的权力闸,仅 owner…omd-dream记忆巩固(同步):经 omd dream_consolidate 把近期事件窗压缩进 L0–L6 记忆层,带节制三闸 + 层级红线 + 健康比自检,只留 derived 洞察不吞业务真相。Trigger:/omd-dream、记忆整理、巩固记忆、consolidate memory、跑一次 dream。omd-execute把已定的 SDD/规划交给 omd DAG 引擎执行(经 MCP dag_run 三段式),完成后按交叉验证 checklist 逐条判、四选一验收。Trigger:/omd-execute、开始执行、按 SDD 干、执行计划。omd-grill锁 plan/SDD 前的对抗式审问:沿决策树走、先给推荐答案、事实自查·技术 Decision 自裁·真 owner 岔口才阻塞问、对标外部实现逼问「为何偏离」;宽解岔口就地开 council;产决策记录表喂…omd-iterate外层 fixpoint 迭代执行:跑 omd DAG → 评结果 → 带失败原因重画,直到收敛或到轮数上限。Trigger:/omd-iterate、迭代收敛、没收敛再来一轮、定点修。omd-note把定型的决策/参考资料轻量记进持久台账 docs/plan/NOTES.md,供 /omd-sdd 收割。记 why 不复制内容、遮敏感信息、追加不覆盖。含 ref 职能。Trigger:/omd-note、记下来、这个决定记一下、留个引用。omd-path打开/新建/列出 omd pathfinder 决策地图(经 omd MCP server)。大而模糊的多 session 工作先开图:把待决问题变成票,渐进散雾。Trigger:/omd-path、pathfinder、开图、决策地图、这活儿太大先规划。omd-recall主动召回 omd 自记忆:推理/写作/决策卡住时主动查既有事实,不等被动触发。经 memory_recall 语义+词法混合检索,回带 confidence + source。Trigger:/omd-recall、查历史、以前怎么做的、翻一下记忆、有没有先例。omd-resume列出断掉/失败的 DAG run(带 goal)让 owner 挑一个续跑——从磁盘 checkpoint 重载 plan、跳过已绿节点接着跑。Trigger:/omd-resume、续跑、接着跑、断了的图、resume、跑一半挂了、429 断了。Skip:全新任务(/omd-execute 或…omd-review对一批 diff 做对抗式审查:默认多维并行召回 + 确定性跨模型证伪,gate 阶梯控深度,deep 档单 agent 读全仓深审;finding≠真理,按误报裁决程序证伪后再定性。Trigger:/omd-review、审查这批改动、代码审查、review diff、release 闸、深审。omd-rule裁决 omd pathfinder 前沿票(记录 owner 决策到真相文件),写 ruling 前过终裁判定树(真源三层/灰态三画法/敏感清单)。仅 owner 明确裁决时用。Trigger:/omd-rule、裁决、就这么定、按方案X来。omd-sast确定性 semgrep 静态扫描(SAST)+ 结构化报告。零 LLM 零成本,规则命中即事实。Trigger:/omd-sast、静态扫描、semgrep、扫一下代码。omd-sdd把审议结论结晶成正式 SDD 文档落盘 docs/plan/,当 /omd-execute 的执行契约。承接 /omd-grill 的决策记录表,写给没有对话上下文的执行器看。含 crystallize/crystals 职能。Trigger:/omd-sdd、写成 SDD、结晶、方案定了记下来、列结晶。omd-slim精益审计:先扫 ponytail: 债务台账记已知欠账,再经 omd dag_slim 派车队按 global-first 两遍法找过度工程(镀金/过度抽象/死复杂度),只删不加。Trigger:/omd-slim、找过度工程、瘦身、YAGNI 检查、债务台账。omd-tickets查看 omd pathfinder 当前地图前沿票,并拉取已落地的 AFK research 结果(pull 回流 + 预算内自续)。Trigger:/omd-tickets、前沿、看票、研究结果回来了吗。omd-video视频→逐段结构化笔记 (MiMo-v2.5 原生吃画面+音频, 非 whisper 转写; 可重入管线)。讲解/课程视频里 PPT 框架图/代码/提示词是画面独有、音频拿不到的信息。产 ALL-NOTES.md 交 /omd-council 或 dag_research…ponytailForces the laziest solution that actually works — simplest, shortest, most minimal, optimized for the WHOLE system, not the local line.recallMemory layer active recall: when reasoning/writing/decisions stall, the agent proactively queries the memory store instead of waiting for a hook to fire.retroEngineering retrospective from git history: analyzes commit patterns, type mix (feat/fix/refactor), focus score, test discipline, and productivity trends.reviewOn-demand audit: security / coverage / tech-debt / full Gate / PR code review (dispatch specialist lenses + optional cross-model review).skill-creatorCreate new skills, modify and improve existing skills, and measure skill performance.startSession initialization ritual: read the project's next-steps file + git status in parallel to restore the previous context, output a Briefing with the current…verifyUnified verification gate: runs tsc/test/build based on changed files.