Agent 工作流

spark-engineer

Use when writing Spark jobs, debugging performance issues, or configuring cluster settings for Apache Spark applications, distributed data processing pipelines, or big data workloads. Invoke to write DataFrame transformations, optimize Spark SQL queries, implement RDD pipelines, tune shuffle operations, configure executor memory, process .parquet files, handle data partitioning, or build structured streaming analytics.

feature-forge

Conducts structured requirements workshops to produce feature specifications, user stories, EARS-format functional requirements, acceptance criteria, and implementation checklists. Use when defining new features, gathering requirements, or writing specifications. Invoke for feature definition, requirements gathering, user stories, EARS format specs, PRDs, acceptance criteria, or requirement matrices.

the-fool

Use when challenging ideas, plans, decisions, or proposals using structured critical reasoning. Invoke to play devil's advocate, run a pre-mortem, red team, or audit evidence and assumptions.

pandas-pro

Performs pandas DataFrame operations for data analysis, manipulation, and transformation. Use when working with pandas DataFrames, data cleaning, aggregation, merging, or time series analysis. Invoke for data manipulation tasks such as joining DataFrames on multiple keys, pivoting tables, resampling time series, handling NaN values with interpolation or forward-fill, groupby aggregations, type conversion, or performance optimization of large datasets.

dxf

10Kagent-workflows

Generate, regenerate, and validate 2D DXF drawings from Python ezdxf sources. Use for DXF files, gen_dxf() sources, 2D profiles, outlines, templates, gaskets, panels, flat patterns, laser/plasma/waterjet cut layouts, and 2D drawing exports of CAD geometry.

implicit-cad

10Kagent-workflows

Create, edit, render, and snapshot browser-native implicit CAD `.implicit.js` and `.implicit.mjs` files using GLSL signed-distance fields, shader primitives, smooth booleans, TPMS fields, and direct CAD Viewer raymarch rendering. Experimental.

dbs-skill-maker

9.9Kagent-workflows

通过需求分析把反复出现的问题制作成可安装、可分级验证的单个 Skill。用户要求做 Skill、把问题沉淀成 Skill、检查或测试候选 Skill 时使用；只有用户明确要求分享或发布时，才准备 GitHub 仓库并验证 `npx skills add`。

dbs-install-skill

9.8Kagent-workflows

将单个 Skill 或 Skill 集合安装到通用 Agents、Claude Code、Codex、WorkBuddy、Grok、Hermes Agent、Kiro、Qwen Code、Cline 等 Agent。用户要求跨 Agent 安装、同步、查看、去重或卸载 Skill 时使用。

dbs-jtbd

9.8Kagent-workflows

dontbesilent JTBD 任务澄清。用 Jobs to Be Done 识别具体情境中用户想推进的进展、切换方案的力量与可观察的选择标准，据此优化产品、内容、服务、决策和 AI 提示词。调用名：/dbs-jtbd。用户问「到底要解决什么」「为什么会选择这个方案」「用 JTBD 重写提示词」时使用。

gcode

9.6Kagent-workflows

Generate, inspect, dry-run, and statically validate plain FDM `.gcode` from 3D mesh files by orchestrating real slicer CLIs. Use when Codex needs to slice `.stl`, `.obj`, unsliced `.3mf`, `.ply`, `.glb`, or `.gltf` into printer-profiled G-code, discover local slicer backends, inspect whether a mesh is slice-ready, or validate generated G-code before any printer-specific handoff.

bambu-labs

9.6Kagent-workflows

Dry-run, upload, and cautiously initiate local Bambu Lab print jobs from validated plain `.gcode`, using Bambu LAN FTPS/MQTT handoffs.

cangjie-skill

9.6Kagent-workflows

Distill a book, long-video transcript, podcast, course, or interview into a coherent set of executable skills. Use when the user asks to "拆书" / "蒸馏一本书" / "把 XX 书做成 skill" / "把这个视频/播客/课程蒸馏成 skill" / "turn a book or video into skills" — i.e. wants the frameworks, principles, and methodologies in long-form content extracted into atomic, reusable Claude skills that an agent can invoke in real-world situations. NOT for simple summarization, book reviews, or role-playing as the author (that is nuwa-skill's job).

kangarooking

dbs-standard-answer

9.3Kagent-workflows

从商业史、管理史、技术史、职业史和制度史中寻找与现实困境同构的成功、失败和反例，提炼带条件的重复机制。用户要求历史类比、经典解法或标准答案时使用。

dashi-ppt

9.1Kagent-workflows

制作 PPT、演示文稿、幻灯片、汇报材料时使用。Dashi PPT 基于预置视觉主题组合页面,生成可离线打开、可在浏览器编辑的 HTML 演示,支持导出 PPTX / PDF 文件。

chuspeeism

hunk-review

9Kagent-workflows

Interacts with live Hunk diff review sessions via CLI. Inspects review focus, navigates files, hunks, and exact lines, reloads session contents, adds inline review comments, and paints attention marks on character ranges. Use when the user has a Hunk session running or wants to review diffs interactively.

modem-dev

dbs-knowledge

8.9Kagent-workflows

dontbesilent 文件夹知识库。把用户已有的本地文件夹变成 Agent 能稳定查找、收录和维护的知识库；用户没有资料时建立最小知识库，有资料时生成知识库导航，后续支持放入新资料、查找答案、识别当前版本、检查知识库、精确更新导航，以及对膨胀的知识库导航进行瘦身和分层治理。用户提到「搭建知识库」「我的文件夹就是知识库」「让 AI 读懂这些文件」「把资料放进知识库」「从知识库找东西」「更新知识库」「更新知识库导航」「优化 SOT」「SOT 太大」「瘦身 Source of Truth」「知识库导航太长」「把明细下沉到 README」「刚才的文件加入知识库」「这条路径写错了」「把这个设为最新版」「哪个文件是最新版」「资料太乱」「建立 Source of Truth」时都应使用。用户无需理解 Source of Truth、RAG 或 Agent 配置。 Folder-based knowledge base for AI agents. Use whenever the user wants to build, populate, query, organize, audit, slim, or connect a local folder as a knowledge base, including source-of-truth navigation, layered indexing, and version resolution.

dbs-skill-cleaner

8.8Kagent-workflows

本地 skill 清理器。扫描 Claude Code、Codex、Grok、通用 Agents 及指定目录中的 skill，识别广告导流、隐蔽商业意图、任务劫持、可疑外部调用、敏感数据读取等违背用户授权的内容；默认只出报告，经用户确认后隔离问题 skill。触发方式：/dbs-skill-cleaner、/清理 skill、/检查 skill、「扫描本地 skill」「检测 skill 广告」「清除有问题的 skill」「审查我的 skill」 Local skill cleaner. Scans installed or specified skills for advertising, covert commercial intent, task hijacking, suspicious external calls, and sensitive-data access. Reports first and quarantines only after explicit confirmation. Trigger: /dbs-skill-cleaner, /clean skills, /check skills, "scan my local skills", "detect skill ads", "clean problematic skills"

dbs-update

8.7Kagent-workflows

dbskill 更新器。用户说「更新 dbskill」「升级 dbskill」「把 dbskill 更新到最新版」「检查 dbskill 更新」或输入 /dbs-update 时使用。只同步 dontbesilent2025/dbskill，不更新用户安装的其他 Skill，不修改用户的 dbskill 存档。 Update dbskill when the user asks to update, upgrade, or check updates for dbskill.

cad-viewer

8.6Kagent-workflows

Start or reuse CAD Viewer and return review links for explicit CAD, implicit CAD, robot-description, and G-code files. Use when visually reviewing `.step`, `.stp`, `.implicit.js`, `.implicit.mjs`, `.glb`, `.stl`, `.3mf`, `.gcode`, `.dxf`, `.urdf`, `.srdf`, or `.sdf` files, especially when handed off from CAD, implicit-cad, G-code, URDF, SRDF, or SDF generation skills.

prek

8.6Kagent-workflows

Use when setting up or running hooks with prek in any repository. prek is a Rust drop-in alternative to pre-commit for running Git hooks that check, format, lint, and validate code and repository files. Prefer it when speed, workspace mode, built-in hooks, shared toolchains, or native TOML configuration matter.

j178

dbs-script-flow

8.5Kagent-workflows

短视频逐字稿逻辑延续检查。找出「观众会在哪一秒划走」的风险点：段落间逻辑衔接、段落内信息密度、句子口播流畅度。诊断完默认主动问是否标记式改稿。触发方式：/dbs-script-flow、/逻辑延续、「检查逻辑延续」「看看逻辑有没有断」「帮我看看这个稿子顺不顺」「哪里会划走」

dbs-bridge

8.5Kagent-workflows

Agent 基建：把任意 skill 或 skill 集合目录桥接到 Claude Code（~/.claude/skills）、Codex（~/.codex/skills）、通用 Agents（~/.agents/skills，豆包 Mac App / Trae Solo / Codex 可读取）和 Grok（~/.grok/skills）。支持 dbskill 仓库内 skill，也支持外部 skill 绝对路径。Claude / Codex / 通用 Agents 使用软链，Grok 生成带 user_invocable: true 的薄 bridge。支持按 skill 名称、相对路径、绝对路径、skills 目录批量桥接，也支持拆桥和查看桥接状态。触发方式：/dbs-bridge、/bridge、「桥接这个 skill」「桥接整个 skills 目录」「把这个 skill 接到 Claude Code、Codex、豆包和 Grok」「让多个 Agent 都能调用这个 skill」「取消桥接」「查看桥接状态」 Bridge any skill folder or directory of skill folders to Claude Code, Codex, generic Agents (~/.agents/skills), and Grok using symlinks plus Grok bridge files. Supports dbskill skills and external skill directories. Use when the user wants one or many skills callable from multiple agents, or wants to unlink/check bridge status. Trigger: /dbs-bridge, /bridge, "bridge this skill", "bridge this skills directory", "make this skill available to Claude Code, Codex, Doubao, and Grok", "unlink this skill", "check bridge status"

step-parts

8.3Kagent-workflows

Find, evaluate, and download common purchasable CAD parts from step.parts, including named off-the-shelf actuators, servos, motors, electronics boards, connectors, screws, bolts, nuts, washers, bearings, standoffs, and other catalog components. Use when Codex needs to search the hosted step.parts catalog before creating simplified placeholder geometry, resolve fuzzy part names, standards, aliases, or dimensions, choose a matching part, fetch a canonical .step file, verify checksums, or use the step.parts API/OpenAPI/catalog endpoints for standard part discovery.