awesome-deepseek-harness-plugins

中文导读：这是 DeepSeek Harness（DSH）生态的插件精选列表，英文为主维护，中文说明见各章节标题下方。想直接上手的高星插件评测请看 Hands-on Notes。

A curated list of plugins, tools, skins, bridges, and extensions for DeepSeek Harness (DSH) — the open-source agent framework from DeepSeek, built on the motto "Everything is a Plugin."

DSH launched its developer preview on 2026-08-13 (MIT license, Cordis-based). Within a day the community shipped a wave of plugins; this list tracks the notable ones and points to the rest.

Star counts are a launch-day snapshot (2026-08-13) and drift fast. For the unmoderated, auto-refreshed index of every repo tagged dsh-plugin, see PLUGINS.md (regenerated daily by update.yml).

生态入口 / Ecosystem：想找插件不想翻列表？去 WhaleHub —— 基于本列表每日同步的可视化插件市场（搜索 / 分类 / 一键复制安装命令，还能装进 DSH Web 里点一下直装）。想零配置上手 DSH？试 DeepSeek Harness Desktop —— 自包含 macOS APP（内置 Node + dsh + Paseo），拖进「应用程序」即用。

Contents

• How to install a plugin
• Official built-in plugins
• Community plugins
  • Web UI & Skins
  • Terminal & Desktop
  • Vision & Multimodal
  • Tools & Editor UX
  • Agent orchestration & Workflow
  • Integrations & Bridges
  • Sidebar, Workspace & Ecosystem
  • Fun & Misc
• Hands-on Notes
• Other awesome lists (meta)
• Contributing
• License

How to install a plugin

中文：DSH 把插件当作 Cordis bundle 加载，最常用的两条路：npm 包用 dsh plugin add <npm-package>，仓库托管（.dsh-plugin 形态）用 github:<owner>/<repo> 形式。

DSH loads plugins as Cordis bundles. Two common paths:

# npm-scoped plugin (recommended)
dsh plugin add <npm-package>

# repo-hosted plugin (the .dsh-plugin format)
# add to your profile's cordis.yml, or via the CLI patch layer:
# github:<owner>/<repo>#<ref>&path:/.dsh-plugin

Start the Web UI and manage models/workspaces there:

dsh web            # http://127.0.0.1:3080

Official built-in plugins

中文：框架本体在 @deepseek-ai/dsh-* 这个 npm scope 下自带约 50 个内部插件包，是所有社区插件的参考实现与"接缝"底座（llm / shell / fs / web / subagent / plan / sandbox / hooks / skill …）。

The framework itself ships ~50 internal plugin packages under the @deepseek-ai/dsh-* npm scope. They are the reference implementations and the building blocks every community plugin extends. Highlights:

• deepseek-ai/deepseek-harness — the framework and all built-in packages. See packages/README for the full map: llm (model adapters), shell/terminal/code-runtime (execution), fs/lsp (files & language servers), web (search/fetch), subagent (delegation), plan, sandbox, hooks, skill, compaction, extensions (runtime self-modifying plugins), and the web/cli apps.

Everything below is community-built and sits on top of these seams.

Community plugins

Web UI & Skins

中文：给 DSH 网页界面换肤、加任务看板、宠物、移动端远程等"界面增强"类插件。

• zhu1090093659/dsh-web-ui (★300) — Plugin & skin collection for the DSH Web UI: task board, git graph, right-side panel, remote mobile UI, pet, live token stats, skin center.
• bpc-oss/dsh-web-billing (★9) — RMB/USD token billing for the DSH web: official-policy auto pricing (incl. peak/off-peak hours), per-message cost ledger, account balance, local-model savings tracking (¥/$ follows the UI language).
• Small-tailqwq/dsh-deep-whale (★56) — "Whale-girl" skin series (maid-atelier), CC BY-NC-SA 4.0.
• Tommy00748/dsh-theme-cyberpunk2077 (★12) — Cyberpunk 2077 / Night City theme: NC yellow × neon cyan, CRT scanlines, Kiroshi hover lock-on, combat-state HUD, synthesized typewriter & message SFX, hidden easter eggs (relic / johnny).
• Nagi-ovo/dsh-ads (★61) — Tongue-in-cheek 2005-style Chinese-site ads in the sidebar / chat feed / popups.
• alingalingling/ui-status-label (★18) — Customize the "deep diving" thinking-status label however you like.
• omdsh-dev/dsh-genui (★9) — GenUI: interactive components (layout, charts, mermaid, 3D) rendered inline via the dsh-ui fence.
• vlln/whale-girl (★10) — Desktop-pet plugin (QQ-pet style): draggable, feedable, accumulative companion.
• Nagi-ovo/dsh-visualize (★15) — Generative UI: the model draws interactive HTML cards straight into the chat stream.
• ZSeven-W/dsh-openpencil (★19) — OpenPencil design preview & editing plugin.
• omdsh-dev/dsh-annotation (★9) — Select text → annotate → send as a message; bubble-hidden annotation blocks.
• Anionex/dsh-computer-use (★6) — Computer-use plugin for DSH.

Terminal & Desktop

中文：把 DSH 从网页端带到终端、桌面，或做成独立 App / 启动器。

• ccch1mneyyy/dsh-cc-tui (★96) — Claude Code-style full-screen TUI: pixel-whale top bar, live status row, streaming thoughts, double-Esc rollback, context bar + TPS meter. One-line npm install.

• huiliyi37/dsh-tianshu-tui (★53) — DSH terminal UI.

• chen-001/dsh-grok-tui (★5) — Grok-style TUI.

• hust-open-atom-club/oh-dsh-desktop (★46) — Extensible macOS workbench: native PTY, workspace tools, live bilingual plugins, isolated-preview plugin marketplace.

• Ruler4396/dsh-launcher (★9) — Lightweight Windows launcher: silent logon autostart + a minimal WebView2 window instead of a full browser.

• bitterSmilezzz/dsh-mac-desktop (★1) — macOS desktop wrapper.

• hanelalo/browser-bridge (★17) — Let your agent drive your real browser window like you would.

• Lum1104/dsh-browser (★16) — Chrome sidebar extension so DSH operates your browser directly, no vision needed.

• whiteguo233/dsh-openbiliclaw (★4) — Bilibili integration for DSH.

• vvlife/deepseek-harness-desktop — Self-contained macOS app: bundles the Node runtime + full dsh + full Paseo (daemon + Web UI + mobile pairing) into one APP — drag to Applications and go, zero pre-install. Mobile QR pairing, WhaleHub plugin marketplace, built-in HTML preview, one-click public deploy; isolated from any dsh/Paseo already on your machine.

• Zhuchen00123/dsh-wsl-modes (★1) — DSH WSL presets: minimal-wsl + code-wsl with WSL Linux bash + bwrap sandbox and anchored bootstrap.

Vision & Multimodal

中文：让纯文本模型也能"看图"：图像问答、长截图 OCR、UI 还原、像素比对等。

• Anionex/dsh-vision-toolkit (★106) — Vision toolkit for text-only models: intent-aware image Q&A, long-screenshot OCR, UI restoration, grounding, pixel diff, Artifacts, Web UI.
• windyslime/DeepSee (★1) — DSH 0.1.0-rc.5 Web-profile vision integration: image turns go through a local DeepSee gateway with pluggable VLM backends while normal text routing stays in DSH.
• zhouwumu2-lab/dsh-vision-fix (★10) — Vision fix / repair helper.
• sjscy05/deepseek-harness-vision-plugin — Vision plugin for DSH.
• good-boy4069/Deepseek-omnimodal (★2) — Omnimodal support.
• YYTbit/dsh-plugin-vision-toolkit — Vision-toolkit bridge.

Tools & Editor UX

• Zhangbo-cn/dsh-voice-input-plugin (★6) — Composer mic for the Web UI: tap-to-monitor live transcription and hold-to-talk, with host Edge TTS reply reading that streams while the model generates, echo-pause during reading, and tap-to-stop.

中文：编辑器体验增强、@file 引用、消息分支编辑、会话回滚等"好不好用全靠它"的小工具。

• omdsh-dev/dsh-at-file (★21) — Codex-style @file mentions: search workspace files in the composer and attach their contents to prompts.
• omdsh-dev/dsh-custom-tool (★17) — Create & manage sandboxed JavaScript tools with a Monaco editor and model-driven tool lifecycle.
• Moeblack/dsh-message-edit (★9) — Branch-based message editing, reroll, retry, version timeline.
• Anionex/dsh-turn-rewind (★16) — Rewind conversation + workspace state via a persistent Change Ledger.
• Electricitysheep/dsh-tool-turbo (★1) — Tool turbo.
• LingLambda/dsh-undo (★1) — Undo support.
• fakechris/dsh-track (★1) — Tracking helper.
• omdsh-dev/dsh-plugin-skills (★1) — Skills plugin.
• leechen298/Code2Skill (★4) — Generates Function, MCP, Agent Skill, and offline test packages from existing code as an installable DSH bundle.
• omdsh-dev/dsh-mnemon (★1) — Mnemonics plugin.
• ArtificialNotImbecile/dsh-context-taxonomy — Context taxonomy.
• delef/dsh-free-web-search (★0) — Free web search with 10 engines (Bing/DuckDuckGo/SearXNG/AnySearch free + Exa/Tavily/Keenable/Perplexity/DeepSeek paid), automatic fallback chain, time-filtered advanced search, platform search (GitHub/Reddit), web page fetching, LRU caching, and a settings UI. No API keys required.

Agent orchestration & Workflow

中文：多 Agent 团队、可治理的工作流、会话蒸馏等"把一次性调度变成工程资产"的编排类插件。

• NanmiCoder/dsh-agent-teams (★30) — AgentTeams plugin for DSH.
• icetomoyo/dsh_workflow (★29) — Brings Claude Code's UltraCode to DSH; turns one-shot multi-agent dispatch into a generatable / savable / governable / observable / recoverable Workflow layer.
• btspoony/mstar-harness (★38) — Skill-driven Harness / Loop Engineering Workflow Agent Plugin.
• LoserFox/distill (★11) — Automatic conversation distillation: background subagent reflection + skill create/update.
• titanwings/dsh-plannotator (★1) — Plan annotator.
• yyh-001/dsh-companion (★2) — Companion plugin.
• vibeinging/dsh-work (★2) — Work plugin.
• omdsh-dev/dsh-gomoku (★5) — Gomoku game plugin.
• ZK-Andy/dsh-continual-evolve (★11) — Continual self-evolution: versioned, auditable, rollback-safe harness state (prompt notes, memories, skills, subagent specs) refined from session trajectories.
• bpc-oss/dsh-routed-subagent (⭐0) — Run a one-shot subagent fully mounted on any agent preset from any session, with per-call model/provider override, model pre-check, and external CLI engines (codex / claude / codebuddy) with background jobs, live progress, kill, and continuable sessions.
• bpc-oss/dsh-fork-to-preset (⭐0) — Fork any session into a different agent preset from the conversation header: a preset picker creates a new child session mounted on the chosen preset, inheriting the source session's completed turns.

DSH skill bundles (satan9394) — 20 Chinese skill packs：苏格拉底追问 / 热点采集 / 前端设计 / 技能创作 / 合同审查 / 会议纪要 / 求职 / 去AI痕迹 / 工程方法论 / Karpathy 方法论 / PPT / 上下文工程 / 怀疑驱动开发 / 领域建模 / 合并冲突 / 安全加固 / 代码评审 / 会话交接 / 懒人开发 / 学术研究。全部为 skill 型插件（skills/<name>/SKILL.md 经 ctx.skills 注册），每个都是独立 GitHub 仓库并带 dsh-plugin topic：

• satan9394/dsh-grill-me (★0) — Socratic grill-me skill: interview until shared understanding via structured questions.
• satan9394/dsh-hot-trends (★0) — China real-time hot lists tool+skill (Weibo/Baidu/Bilibili/Zhihu/App Store/QQ Music), no API key.
• satan9394/dsh-frontend-design (★0) — Frontend design skill (adapted from Anthropic frontend-design, Apache-2.0).
• satan9394/dsh-skill-creator (★1) — Skill creator: author SKILL.md per agentskills.io (adapted from Anthropic skill-creator, Apache-2.0).
• satan9394/dsh-contract-review (★0) — Chinese contract risk review with graded reports.
• satan9394/dsh-meeting-minutes (★0) — Meeting minutes from transcripts: decisions, action items, owners, deadlines.
• satan9394/dsh-career-ops (★0) — Job-search command center: JD A-F scoring, resume optimization, interview prep.
• satan9394/dsh-humanizer-zh (★0) — Remove AI-sounding patterns from Chinese text.
• satan9394/dsh-superpowers-essentials (★0) — Engineering methodology: classify & approve before coding (Spike/Bounded/Architectural) + systematic debugging.
• satan9394/dsh-karpathy-methodology (★0) — Karpathy coding methodology: think first, simplicity, surgical changes, goal-driven verification.
• satan9394/dsh-ppt-creator (★0) — Chinese deck generator: outline → visual design → HTML/PPTX output.
• satan9394/dsh-context-engineering (★0) — Context engineering: five-level context hierarchy + rules-file discipline.
• satan9394/dsh-doubt-driven-dev (★0) — Doubt-driven development: adversarial fresh-context review before non-trivial decisions land.
• satan9394/dsh-domain-modeling (★0) — Domain modeling: CONTEXT.md glossary + ADR decision records.
• satan9394/dsh-merge-conflicts (★0) — Resolve git merge/rebase conflicts in five steps.
• satan9394/dsh-security-hardening (★0) — Security hardening: STRIDE threat modeling + three-tier boundary system.
• satan9394/dsh-code-review (★0) — Five-axis code review: correctness/readability/architecture/security/performance.
• satan9394/dsh-handoff (★0) — Session handoff document: compact current conversation for the next session/agent.
• satan9394/dsh-ponytail-dev (★0) — Lazy senior dev philosophy: YAGNI ladder + root-cause fixes.
• satan9394/dsh-academic-research (★0) — Academic research pipeline: question → literature → verification → synthesis → paper → review.
• satan9394/dsh-a11y-audit (★0) — WCAG 2.2 accessibility audit: POUR principles, conformance levels, automated + manual verification, remediation guidance.
• satan9394/dsh-web-clone (★0) — Web clone: extract fonts/colors/motion/component specs from a reference image/URL and generate a high-fidelity web project.
• satan9394/dsh-database-design (★0) — Database table design: PK/normalization/indexes/data types/constraints/performance, PostgreSQL-focused + general rules.
• satan9394/dsh-changelog (★0) — Changelog automation: Keep a Changelog + Conventional Commits + semantic versioning, generate release notes from commits/PRs.
• satan9394/dsh-postmortem (★0) — Blameless incident postmortems: root-cause analysis (5 Whys), timeline, action items, organizational learning.
• satan9394/dsh-runbook (★0) — Incident runbooks: severity levels, detect→triage→mitigate→recover→communicate, escalation paths, on-call handoff.
• satan9394/dsh-slo (★0) — SLI/SLO/error budgets: measurable reliability targets, error-budget alerting, SRE practices.
• satan9394/dsh-quant-backtest (★0) — Quant backtesting & risk metrics: avoid look-ahead/survivorship bias, transaction costs, walk-forward, Sharpe/drawdown.
• satan9394/dsh-api-design (★0) — API & interface design: Hyrum's Law, stable/hard-to-misuse interfaces, REST/GraphQL/module boundaries, change evaluation.
• satan9394/dsh-performance (★0) — Performance optimization: measure-first, bottleneck localization, caching/lazy-loading, performance budgets.
• satan9394/dsh-git-workflow (★0) — Git workflow & versioning: trunk-based development, commit discipline, semantic versioning, release process.
• satan9394/dsh-cicd (★0) — CI/CD automation: quality gates, shift-left, deployment pipelines & strategies, debugging CI failures.
• satan9394/dsh-spec-driven (★0) — Spec-driven development: write a structured spec before coding, gated four-phase workflow (spec → approval → implement → verify).
• satan9394/dsh-planning (★0) — Planning & task breakdown: verifiable tasks, dependency ordering, estimation, milestones, progress tracking.
• satan9394/dsh-deprecation (★0) — Deprecation & migration: code is a liability, safe removal of old systems/APIs, migration lifecycle planning.
• satan9394/dsh-observability (★0) — Observability & instrumentation: logs/metrics/traces, structured logging, distributed tracing, alert design.
• satan9394/dsh-tdd (★0) — Test-driven development: red-green-refactor loop, Prove-It pattern for bug fixes, tests as proof.
• satan9394/dsh-shipping (★0) — Shipping & launch: pre-release checklist, canary/gradual rollout, rollback-first, post-launch monitoring.
• satan9394/dsh-idea-refine (★0) — Idea refinement: structured divergent/convergent thinking, turn vague ideas into sharp actionable one-pagers.
• satan9394/dsh-incremental (★0) — Incremental implementation: small verifiable steps, keep the system runnable, avoid big-bang changes.
• satan9394/dsh-source-driven (★0) — Source-driven development: back every framework decision with official docs, verify and cite sources, no coding from memory.
• satan9394/dsh-code-simplify (★0) — Code simplification: remove redundancy, reduce complexity, drop unnecessary abstractions, keep behavior identical.
• satan9394/dsh-docs-adr (★0) — Documentation & ADRs: record the why, ADR format, documentation strategy, when not to write docs.
• satan9394/dsh-debug-recovery (★0) — Debugging & error recovery: evidence-first, error classification, systematic root-cause, recovery strategies, regression prevention.
• satan9394/dsh-browser-testing (★0) — Browser testing & UI verification: verify DOM/console/network/performance in a real browser instead of guessing.
• satan9394/dsh-frontend-engineering (★0) — Frontend UI engineering: component design, state management, data fetching, performance & maintainability.
• satan9394/dsh-rag (★0) — RAG retrieval-augmented generation: vector databases, embedding, document pipelines, retrieval & citation, hallucination mitigation.
• satan9394/dsh-llm-eval (★0) — LLM evaluation: faithfulness/relevance/correctness, test sets, hallucination detection, regression guarding.
• satan9394/dsh-data-quality (★0) — Data quality frameworks: validation rules, data contracts, quality monitoring, CI automation.
• satan9394/dsh-bash-scripting (★0) — Defensive Bash scripting: set -euo pipefail, argument validation, error handling, debuggability, security.
• satan9394/dsh-gitops (★0) — GitOps workflow: declarative infrastructure, Git as source of truth, continuous reconciliation, progressive delivery (ArgoCD/Flux).
• satan9394/dsh-pci-compliance (★0) — PCI compliance: cardholder data protection, six-pillar security controls, scope reduction strategies.
• satan9394/dsh-agent-teams (★0) — Multi-agent team collaboration: roles, task coordination, parallel workflows, communication protocols.
• satan9394/dsh-parallel-dev (★0) — Parallel feature development: file ownership, interface contracts first, vertical slices vs horizontal layers.
• satan9394/dsh-prompt-engineering (★0) — Prompt engineering patterns: CoT/ToT, dynamic few-shot, templates, production optimization & debugging.
• satan9394/dsh-dataset-curation (★0) — Dataset curation: cleaning, quality filtering, diversity, train/val splits, annotation specs.
• satan9394/dsh-data-storytelling (★0) — Data storytelling: SCQA narrative structure, chart selection, title-as-conclusion, credibility.
• satan9394/dsh-mlops (★0) — ML pipeline workflow: data→train→evaluate→deploy→monitor, reproducible & regression-guarded MLOps.
• satan9394/dsh-microservices (★0) — Microservices architecture patterns: service boundaries, communication, distributed data (Saga), resilience, event-driven.
• satan9394/dsh-terraform (★0) — Terraform module library: module design, variable/output conventions, IaC best practices.
• satan9394/dsh-architecture (★0) — Architecture patterns: Clean/Hexagonal/DDD tactical patterns, dependency rules, test boundaries.
• satan9394/dsh-db-migration (★0) — Database migration: up/down scripts, expand-contract, zero-downtime changes, consistency checks.
• satan9394/dsh-auth (★0) — Auth & authorization implementation: JWT/OAuth2/session, RBAC/ABAC, security checklist.
• satan9394/dsh-error-handling (★0) — Error handling patterns: layered errors, typed formats, graceful degradation, observability, recovery.
• satan9394/dsh-sql-optimization (★0) — SQL optimization patterns: EXPLAIN analysis, indexing strategy, N+1 resolution, query rewriting, slow-query debugging.
• satan9394/dsh-monorepo (★0) — Monorepo management: repo structure, workspace dependency management, incremental builds & caching, CI strategy, changeset publishing.
• satan9394/dsh-systems-programming (★0) — Systems programming: memory safety patterns (RAII/ownership/smart pointers), concurrency & async patterns, memory/race debugging tools (ASan/Valgrind/Miri/TSan).
• satan9394/dsh-startup-business-analyst (★0) — Startup business analysis: TAM/SAM/SOM market sizing, competitive landscape (Five Forces/positioning), financial modeling (runway/cash flow), startup metrics (north star/LTV-CAC).
• satan9394/dsh-bazel-build-optimization (★0) — Bazel build optimization: monorepo build config, fine-grained targets, remote caching/execution, pinned deps, visibility governance, build-speed triage.
• satan9394/dsh-payment-processing (★0) — Payment processing & subscription billing: billing lifecycle, dunning/proration/tax, Checkout vs PaymentIntent vs SetupIntent, webhook idempotency, PCI compliance, test cards.
• satan9394/dsh-event-driven-architecture (★0) — Event-driven architecture: CQRS read/write separation, event sourcing & event store design, projections, Saga distributed transactions with compensation.
• satan9394/dsh-service-mesh (★0) — Service mesh: Istio/Linkerd traffic management, mTLS zero-trust, certificate hierarchy & rotation, mesh observability (RED/tracing/access logs).
• satan9394/dsh-llm-finetuning (★0) — LLM fine-tuning router & recipes: off-ramps (RAG/prompting), method selection (SFT/DPO/ORPO/KTO/GRPO+RLVR/CPT), LoRA/QLoRA, eval-first, quantized export.
• satan9394/dsh-cloud-cost-optimization (★0) — Cloud cost optimization: visibility/tagging/budget alerts, right-sizing, pricing models (RI/Savings Plans/Spot), storage tiering, FinOps cadence.
• satan9394/dsh-vector-search (★0) — Vector search engineering: embedding model selection, chunking strategy, index tuning (HNSW/IVF), hybrid search fusion (RRF/rerank), recall evaluation.
• satan9394/dsh-blockchain-web3 (★0) — Blockchain & smart contract security: Solidity vulnerability prevention (reentrancy/overflow/access control), CEI pattern, DeFi protocol design, audit prep & attack-path testing.
• satan9394/dsh-game-development (★0) — Game development patterns: Godot 4 scenes/signals/state machines & GDScript, Unity ECS (DOTS/Jobs/Burst), performance optimization.
• satan9394/dsh-file-conversion (★0) — File format conversion: PDF/Word/HEIC/MP4/CSV/EPUB routes, local tools first (ffmpeg/LibreOffice/Calibre), free online service fallback (999 routes).
• satan9394/dsh-signed-audit-trails (★0) — Signed audit trails for agent tool calls: Cedar policy gating (default-deny), Ed25519 hash-chained receipts, offline verification, CI/CD & compliance (EU AI Act/SLSA).
• satan9394/dsh-multi-cloud (★0) — Multi-cloud architecture: cross-provider decision framework, service comparison, four patterns (DR/best-of-breed/geo/abstraction), vendor lock-in & data gravity.
• satan9394/dsh-python-development (★0) — Python development patterns: src layout & module cohesion, all public APIs, type safety (mypy/pyright), packaging (pyproject/uv), performance & anti-patterns.
• satan9394/dsh-hybrid-cloud (★0) — Hybrid cloud networking: on-prem↔cloud connectivity (VPN vs Direct Connect/ExpressRoute), BGP routing & redundancy, active-active DR drills, data residency & gradual migration.
• satan9394/dsh-javascript-typescript (★0) — JS/TS development patterns: modern JS best practices, TS advanced types (generics/conditional/mapped/utility), type-safe API clients, Node backend patterns.
• satan9394/dsh-social-publishing (★0) — Social media publishing: cross-platform content campaigns, platform-native copy (limits/hashtags/tone), scheduling & rate-limit avoidance, media cropping, analytics review.
• satan9394/dsh-frontend-mobile (★0) — Frontend & mobile development: React Native/Expo architecture, Next.js App Router (Server Components/streaming/parallel routes/Server Actions), rendering mode selection.
• satan9394/dsh-e2e-testing (★0) — End-to-end testing (Playwright/Cypress): test pyramid boundaries, critical journeys, anti-flaky strategies, CI sharding, failure traces, a11y & responsive checks.
• satan9394/dsh-review-agent-governance (★0) — Review-agent governance: human-approval windows gating agent PR reviews/merges/releases/CI edits, Cedar default-deny, Ed25519 receipts, offline chain verification.
• satan9394/dsh-x-twitter-research (★0) — X/Twitter research: account research, timeline/trend monitoring, launch-signal tracking, giveaway audits, approval-gated posting (read-first workflow).
• satan9394/dsh-codebase-scanner (★0) — Codebase scanner: generate project-doc.md (tech stack/architecture/style/data) & AGENTS.md, full + delta scans detecting drift, context-window-safe analysis.
• satan9394/dsh-track-driven-dev (★0) — Track-driven development: tracks as work units (spec.md → plan.md → TDD implementation), phase checkpoints, quality gates, commit SHA records, testable acceptance criteria.
• satan9394/dsh-data-engineering (★0) — Data engineering: Airflow DAG design (idempotent/atomic/incremental/observable), dbt layered modeling (staging/intermediate/marts), Spark optimization, pipeline debugging.
• satan9394/dsh-kubernetes-operations (★0) — Kubernetes operations: Helm chart scaffolding & templating, Pod Security Standards (restricted), NetworkPolicy & RBAC least-privilege, deploy troubleshooting.
• satan9394/dsh-reverse-engineering (★0) — Reverse engineering: binary analysis (disassembly/control-flow patterns), memory forensics, protocol RE, anti-reversing awareness, legal boundaries.
• satan9394/dsh-hr-legal-compliance (★0) — HR & legal compliance: employment contract/offer letter/NDA templates, employee vs contractor, GDPR data handling (consent/DSR/privacy by design).
• satan9394/dsh-brand-landingpage (★0) — Brand-first landing page design: brand identity interview → design system tokens → generate/feedback loop → deployment-ready HTML (responsive + perf).
• satan9394/dsh-framework-migration (★0) — Framework migration: AngularJS→Angular (hybrid/incremental), React modernization, dependency upgrade path (codemod/breaking changes), rollback-safe risk management.
• satan9394/dsh-plugin-eval (★0) — Plugin/skill quality evaluation: three layers (static analysis/LLM judge/Monte Carlo), ten scoring dimensions, composite formula, anti-pattern penalties, actionable improvement guide.
• satan9394/dsh-bash-testing (★0) — Shell script testing with BATS: error-path & boundary tests with message assertions, fixtures & dependency stubs, CI integration, multi-shell dialect validation.
• satan9394/dsh-kpi-dashboard-design (★0) — KPI dashboard design: SMART metric selection, strategic/tactical/operational tiers, dashboard hierarchy (summary/dept/drilldown), visualization best practices, metric governance.
• satan9394/dsh-dotnet-backend (★0) — .NET backend patterns: Clean Architecture layering, DI lifetimes, EF Core/Dapper (N+1 prevention), IOptions config, Redis caching, Polly resilience, xUnit testing.
• satan9394/dsh-before-you-build (★0) — Pre-build risk review: seven-dimension pre-mortem (demand/positioning/monetization/retention/trust/distribution/adoption), risk verdict, key assumption, smallest validation step.
• satan9394/dsh-threat-modeling (★0) — Threat modeling: attack tree construction (OR/AND/leaf with cost/time/skill/detection), STRIDE classification, mitigation mapping & prioritization, residual risk.
• satan9394/dsh-operating-kit (★0) — Session operating discipline: start briefing (state doc/live check/drift reconciliation), end finalization (lessons/issues/next steps), stale-state prevention.
• satan9394/dsh-content-marketing (★0) — Content marketing: topical clusters & multi-format creation, SEO (SERP gaps/schema/technical), social/email automation, omnichannel distribution, GA4 & CRO review.
• satan9394/dsh-observability-tools (★0) — Observability tools: Prometheus config (naming/scraping/recording rules), Grafana dashboards (RED/USE, hierarchy, SLO panels), OpenTelemetry distributed tracing (context propagation/sampling).
• satan9394/dsh-distributed-debugging (★0) — Distributed debugging: incident-response flow, metrics/logs/traces correlation, K8s & network troubleshooting, perf profiling, microservices & message-queue issues.
• satan9394/dsh-sales-automation (★0) — Sales automation & customer support: personalized cold-email sequences (3-5 touchpoints), follow-up cadence, proposals & objection scripts, empathetic support & closure, conversion tracking.
• satan9394/dsh-ai-image-design (★0) — AI image generation workflow: prompt quality rules (50-150 words/self-contained), style guides (photographic/anime/illustration), batch & derivative prompts, brand consistency, review iteration.
• satan9394/dsh-functional-programming (★0) — Functional programming: immutability & pure functions, pattern matching, Elixir/OTP (let it crash/supervision), Haskell types (newtype/GADT/total functions), effect isolation.
• satan9394/dsh-tech-debt (★0) — Tech debt governance: audit (deps/dead code/markers), interest-risk-cost prioritization, incremental payoff with tests-first, fencing, debt registry & prevention.
• satan9394/dsh-api-documentation (★0) — API documentation & developer experience: OpenAPI 3.1, interactive platforms (Swagger UI/Redoc), SDK generation, tested examples, developer portals, lifecycle docs.
• satan9394/dsh-full-stack-orchestration (★0) — Full-stack feature orchestration: state-machine driven delivery (state.json), step-by-step with phase checkpoints, per-step artifacts, halt-on-failure, session resume/archive.
• satan9394/dsh-deployment-validation (★0) — Deployment validation & config management: config analysis (type/consistency/security), validation schemas in CI, secret scanning, cross-env drift, post-deploy checks & rollback.
• satan9394/dsh-web-scripting (★0) — PHP/Ruby web development: PHP 8+ (generators/SPL/type system/OOP), Ruby idioms (blocks/DSL), performance profiling, security & minimal dependencies.
• satan9394/dsh-api-scaffolding (★0) — FastAPI project scaffolding: layered structure (api/core/models/schemas/services), async patterns, dependency injection, Pydantic validation, unified error handling, pytest/Alembic/deploy.
• satan9394/dsh-security-compliance (★0) — Security audit & compliance: DevSecOps pipeline (SAST/DAST/dependency/container), OAuth2/OIDC/JWT & zero-trust, OWASP & risk management, cloud posture, GDPR/HIPAA/SOC2 mapping, SLSA/SBOM/secrets.
• satan9394/dsh-writing-for-agents (★0) — Writing for agents: context pointers & trigger branches, two budgets (context/cognitive load), information hierarchy (steps/reference/progressive disclosure/co-location), completion criteria, leading words, positive phrasing, pruning.
• satan9394/dsh-issue-triage (★0) — Issue/PR triage: state machine (bug/enhancement + needs-triage/needs-info/ready-for-agent/ready-for-human/wontfix), verification & grilling, agent-ready briefs.
• satan9394/dsh-git-guardrails (★0) — Git safety guardrails: block dangerous commands (push/--force/reset --hard/clean -f/branch -D/checkout .) via PreToolUse hooks, project/global install, human-confirmed overrides, safe alternatives.
• satan9394/dsh-teach (★0) — Teaching: stateful learning workspace (MISSION/reference/learning-records/lesson HTML/components), knowledge-skills-wisdom, fluency vs storage strength, desirable difficulty (retrieval/spacing/interleaving), zone of proximal development.
• satan9394/dsh-codebase-design (★0) — Deep-module codebase design: small interface + deep implementation, exact vocabulary (module/interface/seam/adapter), interface-as-contract, leverage & locality, testability & AI-navigability.
• satan9394/dsh-prototype (★0) — Prototyping: throwaway code that answers a design question (logic/state-model vs UI variants), one-command runnable, no persistence, surfaced state, archive as primary source after validation.
• satan9394/dsh-to-questionnaire (★0) — Decision-to-questionnaire: turn unanswered decisions into an async questionnaire for the knowledge holder (grill the send: who/what you need back), gap-targeted questions, theme-grouped most-important-first.
• satan9394/dsh-wayfinder (★0) — Wayfinding for huge work: shared decision map on the issue tracker, named destination, decision tickets resolved one at a time, name-based references, index-not-store map, hand off when the path is clear.
• satan9394/dsh-setup-wizard (★0) — Interactive setup wizard: bash wizard for human-only steps (provisioning/credentials/CI secrets/third-party dashboards), scoped stages, captured values to .env/secrets, confirmations, ephemeral by default.
• satan9394/dsh-workflow-loop (★0) — Delegable workflow design: loop lens for recurring patterns, workflow specs (trigger/checkpoint/push-right/brief), grilled until an implementer can build without questions.
• satan9394/dsh-writing-shape (★0) — Writing shape: shape raw material into an article paragraph-by-paragraph, grounding discipline (prerequisites vs introduced concepts), 2-3 candidate openings, write-as-you-go.
• satan9394/dsh-writing-beats (★0) — Beat-based writing: assemble material into a choose-your-own-adventure journey, one move per beat, grounding-set-driven reachability, candidate starting/next beats with previews.
• satan9394/dsh-writing-fragments (★0) — Writing explore: mine raw fragments (sharp sentences/claims/vignettes/leading words), no structure commitment, capture from the first line, single-file append.
• satan9394/dsh-mcp-builder (★0) — MCP server building: four-phase workflow (research & planning, protocol study, framework choice, implement & iterate), tool design (coverage/naming/context/actionable errors), real agent verification.
• satan9394/dsh-document-generation (★0) — Office document generation: Word (docx-js gotchas, render verification) & Excel (openpyxl/pandas, zero formula errors, recalc validation, spec-literal), editing existing files by convention.
• satan9394/dsh-internal-comms (★0) — Internal communications: 3P updates, company newsletters, FAQ answers, status/leadership/project updates, incident reports (type → guideline → format/tone/gathering).
• satan9394/dsh-brand-guidelines (★0) — Brand styling: palette (primary/secondary/accent) & typography pairing (heading/body with fallbacks), background-aware color choice, accent rotation for shapes, hierarchy & readability.
• satan9394/dsh-algorithmic-art (★0) — Algorithmic art: two-step flow (create an algorithmic philosophy → express in p5.js), seeded randomness/noise fields/particle systems, interactive parameter exploration, originality discipline.
• satan9394/dsh-theme-factory (★0) — Theme factory: 10 preset professional themes (palette + font pairing) for slides/docs/HTML, showcase→choose→confirm→apply, on-the-fly theme generation, contrast & readability.
• satan9394/dsh-doc-coauthoring (★0) — Doc co-authoring: three-stage workflow (context gathering with meta questions/templates/info-dump → refinement & structure → reader testing with a fresh no-context session), alt-text checks.
• satan9394/dsh-discernment-nudge (★0) — Discernment nudge: after substantive answers, 2-3 content-bound follow-ups (check facts / question reasoning / notice missing context), at most once per conversation, with skip conditions.
• satan9394/dsh-gif-creator (★0) — GIF creation: search via GIF APIs (keyword/licensing), custom text/frame animations, size/loop optimization, platform-fit (Slack) & share-ready output.
• satan9394/dsh-llm-api-integration (★0) — LLM API integration patterns: SDK vs raw HTTP (no mixing), streaming default, thinking modes, tool use, prompt caching, drift verification (never guess SDK usage), model migration & prompt audit.
• satan9394/dsh-prompt-audit (★0) — Prompt audit & model migration: scan prompts/skills/tool descriptions for stale patterns, scope & target model, inventory & provenance, report (file:line/reason/confidence) + suggested diff.
• satan9394/dsh-recsys-pipeline (★0) — Recommendation/ranking pipeline: six-stage framework (Source→Hydrator→Filter→Scorer→Selector→SideEffect) for any top-K problem (feeds, search ranking, RAG rerankers, task prioritizers).
• satan9394/dsh-webapp-testing (★0) — Web app testing with Playwright: decision tree (static HTML vs dynamic server), recon-then-act (networkidle → screenshot/DOM → selectors → actions), server lifecycle helper, browser logs.
• satan9394/dsh-sast-security (★0) — SAST tooling: Semgrep/SonarQube/CodeQL config, custom rules, CI quality gates, false-positive tuning, scan performance, defense-in-depth with DAST/dependency scanning.
• satan9394/dsh-security-requirements (★0) — Security requirement extraction: three-layer translation (business → security requirements → technical controls), types (functional/non-functional/constraint), traceability/testability/priority, user stories & acceptance criteria.
• satan9394/dsh-pdf-processing (★0) — PDF processing: read/extract text & tables, merge/split, rotate/watermark, create, fill forms, encrypt/decrypt, extract images, OCR (pypdf/pdfplumber/reportlab).
• satan9394/dsh-canvas-design (★0) — Canvas visual design: create a design philosophy (form/space/color/composition) then express it as poster/art (90% visual + 10% text), original work only.
• satan9394/dsh-commit-message (★0) — Git commit message conventions: Conventional Commits (type(scope): subject), body/footers, BREAKING CHANGE, issue refs, atomic commits, semver linkage.
• satan9394/dsh-web-artifacts (★0) — Interactive web artifact building: React 18+TS+Tailwind+shadcn/ui scaffold → develop → bundle single HTML, anti-AI-slop design guidelines, responsive & accessible.
• satan9394/dsh-pptx-engineering (★0) — PPTX engineering: pptxgenjs gotchas (layout/hex colors/shadow/lists/native charts), unzip-edit-zip editing, markitdown/thumbnail reading, schema validation & render checks.
• satan9394/dsh-css-art-styles (★0) — CSS art style recipes: reusable visual systems (liquid-glass variants, cinematic space) with design tokens, utility CSS, entrance animations, layout skeletons.
• satan9394/dsh-diagram-design (★0) — Editorial diagram design: 38 diagram types as self-contained HTML/SVG (architecture/flow/sequence/ER/swimlane/Wardley/Sankey/fishbone), deletion-first philosophy, brand style gate, semantic patterns.
• satan9394/dsh-screenshot-to-code (★0) — Screenshot-to-code: analyze layout/components/tokens → generate HTML/Tailwind/React → render-and-compare iteration (pixel alignment/responsive/interaction) → deliver.
• satan9394/dsh-agent-loop-engineering (★0) — Agent loop engineering: L1 auto/L2 assisted loop tiers, loop patterns (daily triage / PR babysitter / dependency sweeper / changelog drafter), multi-loop coordination, verifier + human gates, loop-audit (readiness/cost), anti-patterns.
• satan9394/dsh-cad-modeling (★0) — Parametric CAD modeling: STEP-first (build123d Python source or direct STEP import), natural-language specs / reference images / 2D drawings, assemblies with source-level joints & mating datums, geometry checks, STL/3MF/GLB exports.
• satan9394/dsh-cli-anything (★0) — Make any software agent-native: 7-phase CLI harness pipeline (analyze→design→implement→test→publish),

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