shenxingy
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- ▌ Go 2 · shenxingy bundleAccept the recommendation from the most recent A/B/C option set and execute it without re-asking — for "按你推荐的来" / "go with your pick", when the user glanced at the options and wants the recommended branch executed immediately.
- ▌ Loop 2 · shenxingy bundleClade goal-driven autonomous improvement loop (Blueprint architecture — deterministic pre/post phases + LLM supervisor/worker nodes, converges on goal met or max-iter). NOT the Claude Code built-in /loop (interval polling like `/loop 5m /foo`) — route those to the built-in.
- ▌ Ship 2 · shenxingy bundleFull release pipeline — tests → coverage → review gate → version bump → CHANGELOG → commit → PR
- ▌ Sync 2 · shenxingy bundleEnd-of-session documentation sync — updates TODO.md and PROGRESS.md only (run /commit after to commit everything)
- ▌ Brief 2 · shenxingy bundleGenerates a morning briefing — what ran overnight, what it cost, what to do next
- ▌ Equip 2 · shenxingy bundleEquipment manager for Claude Code projects — inventory local skills/agents/scripts, audit external upstream repos (red-flag + prompt-injection screening), sync selectively after user approval. Absorbs container-layout skill repos AND single-skill-at-root repos. Project-agnostic.
- ▌ Learn 2 · shenxingy bundleRecord, search, and prune per-project learnings in .claude/learnings.jsonl — typed, confidence-scored, searchable across sessions
- ▌ Radar 2 · shenxingyAutonomous discovery of concepts, methods, and vocabulary we have NOT heard of yet — sweeps broadly, diffs against a known-concepts ledger, and reports only what is genuinely new plus whether it names a gap in this stack. A fixed topic list can only refresh what you already named; radar surfaces what you did not know to look for.
- ▌ Banana 2 · shenxingy bundleAI image generation Creative Director powered by Google Gemini Nano Banana — text-to-image, image editing, multi-turn creative sessions, batch workflows, brand presets. For ANY image creation/editing or creative-direction request. Triggers: generate an image, create a photo, edit this picture, design a logo, make a banner, visual asset, all /banana commands.
- ▌ Review 2 · shenxingy bundleClade coverage-driven project review — walks every VERIFY.md checkpoint, fixes failures in-session, converges when all pass. NOT the Claude Code built-in /review (single PR diff) — route PR reviews to /review-pr or the CC built-in.
- ▌ SEO Sxo 2 · shenxingy bundleSearch Experience Optimization: reads Google SERPs backwards to detect page-type mismatches, derives user stories from search intent signals, and scores pages from multiple persona perspectives. Identifies why well-optimized pages fail to rank by analyzing what Google rewards for each keyword. Use when user says "SXO", "search experience", "page type mismatch", "SERP analysis", "user story", "persona scoring", "why isn't my page ranking", "intent mismatch", or "wireframe".
- ▌ Delivery 2 · shenxingy bundleAdaptive, resumable Git delivery across repositories and agent runtimes — probe policy, checkpoint coherent work, publish, review, integrate, and verify cleanup
- ▌ Outbound 2 · shenxingyVerify an artifact about to leave the building — partnership brief, pitch page, press release, customer email, RFP response, or any document sent outside the org. Six checks before send — premise, confidentiality forward-test, evidence class, cold read by recipient personas, AI read, tone metrics — returning what to change with replacement copy.
- ▌ Worktree 2 · shenxingy bundleCreate or inspect runtime-adaptive isolated Git workspaces with explicit ownership and delivery routing
- ▌ Go 3 · shenxingyAccept the recommendation from the most recent A/B/C option set and execute it without re-asking — for "按你推荐的来" / "go with your pick", when the user glanced at the options and wants the recommended branch executed immediately.
- ▌ SEO Drift 2 · shenxingy bundleSEO drift monitoring: capture baselines of SEO-critical elements, detect changes, and track regressions over time. Git for SEO — baseline, diff, and track changes to your on-page SEO. Use when user says "SEO drift", "baseline", "track changes", "did anything break", "SEO regression", "compare SEO", "before and after", "monitor SEO changes", or "deployment check".
- ▌ Skill New 2 · shenxingy bundleScaffold a new Clade skill end-to-end — interview for use cases and trigger phrases, generate SKILL.md + prompt.md with spec-validated frontmatter (bilingual triggers, NOT-for disambiguation), wire golden-set routing tests, and run the lint gate before committing
- ▌ Cso 2 · shenxingy bundleSecurity audit skill — systematic OWASP + STRIDE review of a project. Covers attack surface, secrets archaeology, dependency supply chain, OWASP Top 10, threat modeling, and false-positive filtering. Outputs a prioritized findings report.
- ▌ Kimi Usage · shenxingy bundleShow Kimi Code plan-quota usage and pace (5h / weekly / monthly windows), or wire the Kimi footer to Clade's quota pace indicator
- ▌ Next 2 · shenxingy\"What should I work on next?\" — two modes. Fast mode (default): one-shot recommendation from docs + git state, ≤15 lines, no interview. Deep mode (`/next deep` or when user asks to explore priorities): multi-round interview to surface the best move.
- ▌ Sync 3 · shenxingyEnd-of-session documentation sync — updates TODO.md and PROGRESS.md only (run /commit after to commit everything)
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- ▌ Email Audit 2 · shenxingyAudits email domain deliverability setup (SPF, DKIM, DMARC, MX records, blacklists, TLS) and generates health score (0-100) with prioritized fix list. Checks bulk sender compliance against Google/Yahoo/Microsoft 2024-2026 requirements. Provides DNS records to add/update. Use when user asks to audit, check, or analyze email deliverability, domain health, or inbox placement.
- ▌ Email Write 2 · shenxingyCompose high-converting emails using proven copy frameworks (PAS, AIDA, BAB, FAB, 4Ps). Generates subject line variants with scores, responsive HTML templates with dark mode support, plain-text fallback, and preheader recommendations. Optimized for cold outreach, newsletters, product launches, promotions, and transactional emails. Adapts to user context from email-profile.md.
- ▌ SEO Cluster 2 · shenxingy bundleSERP-based semantic topic clustering for content architecture planning. Groups keywords by actual Google SERP overlap (not text similarity), designs hub-and-spoke content clusters with internal link matrices, and generates interactive visualizations. Optionally executes content creation if claude-blog is installed. Use when user says "topic cluster", "content cluster", "semantic clustering", "pillar page", "hub and spoke", "content architecture", "keyword grouping", or "cluster plan".
- ▌ Green · shenxingy bundleRun the repository's real CI gates locally and drive them to green — read the failing step, fix the cause, re-run only that job, repeat. Use before pushing, after a red hosted run, or whenever "make CI pass" is the ask. Never weakens a gate to make it pass.
- ▌ Email Review 2 · shenxingyPre-send email quality review and scoring across 5 dimensions (subject line, copy quality, technical/HTML, deliverability, compliance). Analyzes subject lines, body copy, HTML structure, spam triggers, and CAN-SPAM compliance. Scores 0-100 with detailed recommendations for improvement. Use when user wants to review an email before sending, check email quality, or validate marketing email best practices.
- ▌ Commit 2 · shenxingyCreate repository-adaptive checkpoint commits for coherent work, including requests to split changes into commits and push; publication remains separately authorized
- ▌ Review 3 · shenxingy bundleClade coverage-driven project review — walks every VERIFY.md checkpoint, fixes failures in-session, converges when all pass. NOT the Codex built-in /review (single PR diff) — route PR reviews to /review-pr or the CC built-in.
- ▌ Status 2 · shenxingy bundleShow a provider-neutral, freshness-aware snapshot of active Agent work, Git delivery, execution identity, and usage limits. Use for “what's going on right now”, what is running, progress updates, active runtime/provider/model, or stuck-work checks.
- ▌ Verify 2 · shenxingyVerify project behavior anchors — compilation, tests, and interaction checks after autonomous runs. NOT the Codex built-in /verify (which runs the app to observe a single change working) — this one walks the AGENTS.md "Features (Behavior Anchors)" list.
- ▌ Converge Loop · shenxingy bundleMulti-round gap-analysis convergence loop — sweep a product across dimensions (UIUX, login, services, payments, system), fix what is fixable each round, re-audit, and stop when consecutive rounds find nothing new. Produces a categorized Chinese report. NOT a one-shot audit or the corrections-rules meta-audit (/audit).
- ▌ SEO Ecommerce 2 · shenxingy bundleE-commerce SEO analysis: Google Shopping visibility, Amazon marketplace intelligence, product schema validation, competitor pricing analysis, and marketplace keyword gaps. Combines on-page product SEO with marketplace data from DataForSEO Merchant API. Use when user says "ecommerce SEO", "product SEO", "Google Shopping", "marketplace SEO", "product schema", "Amazon SEO", "product listings", "shopping ads", or "merchant SEO".
- ▌ Handoff 2 · shenxingyEnd-of-session context handoff. Saves session state so the next session or a parallel agent can pick up exactly where the left off. Run this when context is getting full (~80%) or before stopping work.
- ▌ Email Sequence 2 · shenxingyDesigns complete email automation sequences with timing, subject lines, copy, and conditional logic. Supports welcome series, nurture campaigns, re-engagement, abandoned cart, post-purchase, review requests, and custom sequences. Adapts sequence type, cadence, frameworks, and conditional branching to business context. Use when user wants to create an automated email series triggered by subscriber actions or time intervals.
- ▌ Model Research 2 · shenxingy bundleResearch latest Claude models and update selection guide — run when new models drop or periodically to stay current
- ▌ SEO Dataforseo · shenxingy bundleLive SEO data via DataForSEO MCP server. SERP analysis (Google, Bing, Yahoo, YouTube, Google Images), keyword research (volume, difficulty, intent, trends), backlink profiles, on-page analysis (Lighthouse, content parsing), competitor analysis, content analysis, business listings, AI visibility (ChatGPT scraper, LLM mention tracking), and domain analytics. Requires DataForSEO extension installed. Use when user says "dataforseo", "live SERP", "keyword volume", "backlink data", "competitor data", "AI visibility check", "LLM mentions", "image SERP", "google images", "image rankings", or "real search data".
- ▌ Delivery 3 · shenxingy bundleAdaptive, resumable Git delivery across repositories and agent runtimes — probe policy, checkpoint coherent work, publish, review, integrate, and verify cleanup
- ▌ Incident 2 · shenxingyIncident response mode — diagnose a production issue, write a postmortem, add follow-up tasks to TODO.md. Use when user says "/incident [description]".
- ▌ Merge Pr 2 · shenxingyIntegrate an exact reviewed PR under repository policy, choose truthful history semantics, and verify cleanup
- ▌ Provider 2 · shenxingy bundleInspect or select a Clade execution connection while keeping agent runtime, inference provider, wire protocol, and model distinct. Use for Claude/Codex runtime selection, Anthropic/OpenAI/MiniMax/Kimi/custom gateways, model routing, or connection troubleshooting.
- ▌ Worktree 3 · shenxingyCreate or inspect runtime-adaptive isolated Git workspaces with explicit ownership and delivery routing
- ▌ Frontend Design 2 · shenxingy bundleCreate, prototype, redesign, audit, or optimize production-grade interfaces across websites, responsive/mobile web, iOS/iPadOS/macOS, Android, Windows, Electron/Tauri, Flutter/React Native, and other local/native apps — UI/UX, visual polish, named or tunable themes and design variants, components, interaction and motion, design systems, and decks, including requests such as 设计页面、优化网页/界面/UI、设计主题/视觉风格/界面版本. Runs a platform-aware benchmark, design-direction profiles, an optional preview checkpoint, implementation, accessibility checks, and rendered/live verification.
- ▌ Internal Deploy · shenxingy bundleDeploy to the company intranet and prove the served state — publish a single HTML report to the Artifact Hub (slug directory + manifest under the hub root), or rebuild and reload an app behind its process manager and reverse proxy, then smoke-verify the internal URL and report exactly what changed. NOT public/cloud deployment or CI pipeline configuration.
- ▌ Obs Review Loop · shenxingy bundleReal-user observability review — pull recent Sentry errors, PostHog behavior data, and application logs, exclude internal traffic, triage what real users actually hit, fix obvious bugs, and assess whether the "how do we know this succeeded" monitoring is complete. NOT marketing analytics or a one-off error dump.
- ▌ Create Pr 2 · shenxingyPublish or update one repository-adaptive, exact-SHA pull request without duplicating or broadening authority
- ▌ Review Pr 2 · shenxingyReview an exact PR head in isolation using trusted-base instructions and execution evidence
- ▌ Codex Orchestrate 2 · shenxingy bundleOrchestrate a fleet of parallel `codex exec` workers with you as supervisor — one per isolated git worktree, dispatched headless, each verified INDEPENDENTLY, then PR/merge. The manual "codex-ultracode" fan-out pattern with the hard gotchas baked in (stdin blocking, background tracking, don't-trust-self-reports, writer isolation). Triggers: orchestrate codex, codex workers/fleet, spawn codex, delegate to codex in parallel, manual ultracode, 开 codex 小弟, 派 codex worker — NOT for a single cross-vendor opinion (second-opinion-codex agent) or web-UI worker decomposition (/orchestrate).
- ▌ Codex Usage 2 · shenxingy bundleShow Codex rate-limit usage and pace, or configure the native Codex status line
- ▌ Orchestrate 2 · shenxingyProject orchestrator mode — ask clarifying questions, decompose goals into tasks, write proposed-tasks.md for workers to execute. Use inside the Orchestrator Web UI.
- ▌ Frontend Design 3 · shenxingy bundleCreate, prototype, redesign, audit, or optimize production-grade interfaces across websites, responsive/mobile web, iOS/iPadOS/macOS, Android, Windows, Electron/Tauri, Flutter/React Native, and other local/native apps — UI/UX, visual polish, named or tunable themes and design variants, components, interaction and motion, design systems, and decks, including requests such as 设计页面、优化网页/界面/UI、设计主题/视觉风格/界面版本. Runs a platform-aware benchmark, design-direction profiles, an optional preview checkpoint, implementation, accessibility checks, and rendered/live verification.
- ▌ Document Release 2 · shenxingyPost-ship documentation sync — updates README, CHANGELOG, AGENTS.md, and TODOS after a release. Ensures docs never drift from code. Run after /commit or /ship before closing a PR.
- ▌ Vignelli Canon Design System 2 · shenxingy bundleMassimo Vignelli's design discipline distilled from The Vignelli Canon — the Intangibles (semantics, discipline, appropriateness, timelessness, equity) and the Tangibles (grid, six typefaces, two-size scale, rulers, primary-color-as-identifier, white space) as an applyable method, plus railway-signage module logic, a deterministic token generator, and production notes. For disciplined, timeless, Swiss-modernist artifacts: identity systems, style guides, editorial/poster layouts, transit signage and route diagrams. Triggers: Vignelli, design/identity system, brand guidelines, wayfinding, subway map, route diagram, poster layout, timeless typography, 品牌规范, 导视系统.
- ▌ Muller Brockmann Grid Systems 2 · shenxingy bundleBuild editorial/magazine/report webpages on a GENUINE Müller-Brockmann modular grid (International Typographic Style), not a decorative one — columns + modules + baseline, grotesque type, flush-left ragged-right, restrained black/white/red — with the engineering that makes the grid load-bearing: CSS-variable source of truth, in-box grid-toggle overlay, subgrid bands, 8px baseline lock, optical alignment, a scaffold generator, and a Puppeteer harness proving 0px adherence. Triggers: magazine spread, grid system, Swiss design, editorial layout, grid overlay, baseline/modular grid, 12-column layout, 瑞士网格, 版面网格.
- ▌ Codex Orchestrate · shenxingy bundleOrchestrate a fleet of parallel `codex exec` workers with you (Claude Code) as the supervisor — spawn one per isolated git worktree, dispatch headless, verify each INDEPENDENTLY, PR/merge. The manual "codex-ultracode" pattern for fanning out real implementation, research, or review work onto Codex. Bakes in the hard gotchas (stdin blocking, background tracking, don't-trust-self-reports, writer isolation). Triggers on — orchestrate codex, codex workers, codex fleet, spawn codex, delegate to codex in parallel, manual ultracode, 开 codex 小弟, 派 codex worker — NOT for a single cross-vendor opinion (use the `second-opinion-codex` agent), NOT for web-UI worker decomposition (use `/orchestrate`).
- ▌ SEO Content Brief · shenxingy bundleGenerate competitive SEO content briefs with per-section word counts, competitor scoring, keyword density guidance, and page-type templates. Supports both new page briefs and improve-existing-page briefs. Use when user says "content brief", "write a brief", "content outline", "blog brief", "service page brief", "brief for", "writing brief", "content plan", or "outline for".
- ▌ Investigate · shenxingyRoot cause analysis skill — diagnose bugs systematically before fixing. Iron Law: no fix without a confirmed hypothesis. Uses scope lock, 3-strike escalation, and structured debug reports.
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- ▌ Document Release · shenxingyPost-ship documentation sync — updates README, CHANGELOG, AGENTS.md, ARCHITECTURE, and TODOS after a release. Ensures docs never drift from code. Run after /commit or /ship before closing a PR.
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- ▌ Ads Server Side Tracking · shenxingyServer-side tracking pipeline audit covering server-side Google Tag Manager (sGTM), Meta CAPI Gateway, Conversions API health, event deduplication via event_id, server-side hit ratio targets, pixel debugging, and PII hashing discipline. Use when user says server-side tracking, sGTM, server-side GTM, server-side tagging, CAPI, Conversions API, CAPI Gateway, Meta Conversions API, event deduplication, event_id, pixel debug, pixel health, Pixel/CAPI audit, first-party tracking, iOS 14.5 recovery, or server-side hit ratio.
- ▌ Vignelli Canon Design System · shenxingy bundleMassimo Vignelli's complete design discipline, distilled from The Vignelli Canon. Encodes the Intangibles (semantics, discipline, appropriateness, timelessness, equity) and the Tangibles (the grid, the six basic typefaces, a two-size type scale, rulers, primary-color-as-identifier, white space) into an applyable method, plus the railway-signage module logic from his Grandi Stazioni and NYC Subway work, a deterministic token generator, and production notes for taking the system from code into images and the real world. Use when: designing or critiquing any visual artifact that should read as disciplined, timeless, or Swiss-modernist — brand and identity systems, design systems and style guides, editorial, book, and poster layouts, and especially transit/wayfinding signage and route diagrams. Triggers: Vignelli, design system, identity system, brand guidelines, wayfinding, transit signage, subway map, route diagram, poster layout, timeless typography, 品牌规范, 导视系统.
- ▌ Muller Brockmann Grid Systems · shenxingy bundleBuild editorial/magazine/report webpages on a GENUINE Müller-Brockmann modular grid (International Typographic Style), not a decorative one. Encodes the discipline — columns + modules + baseline, grotesque type, flush-left ragged-right, restrained black/white/red — AND the front-end engineering that makes the grid load-bearing: one CSS-variable source of truth, a grid-toggle overlay that lives in the SAME content box as the content, subgrid 'bands' so every element snaps to a column line, an 8px baseline lock, and runtime optical alignment that puts display type's ink (not its box) on the line. Ships a scaffold generator and a Puppeteer harness that proves 0px adherence. Use when: building any editorial, magazine, report, or longform page that must read as rigorously grid-aligned, Swiss, International Typographic Style, or 'Müller-Brockmann'. Triggers: magazine spread, grid system, Swiss design, editorial layout, show the grid, grid overlay toggle, baseline grid, modular grid, 12-column layout, 瑞士网格, 版面网格.
- ▌ Go · shenxingy bundleAccept the recommendation from the most recent A/B/C option set and execute it without re-asking. Use when the user says "按你推荐的来" / "go with your pick" — they glanced at the options, the recommendation looked right, they don't want to re-read all of them.
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- ▌ Loop · shenxingy bundleClade goal-driven autonomous improvement loop (Blueprint architecture — deterministic pre/post phases + LLM supervisor/worker nodes, converges when goal met or max-iter hit). NOT the Claude Code built-in /loop (which polls a prompt on an interval like `/loop 5m /foo`) — if the user wants interval polling, route to the built-in.
- ▌ Poke · shenxingy bundleQuick 1-line status check after the user hit esc during a long generation. Report whether work is still progressing or stuck, then continue if fine. NOT a plan or replan — just a heartbeat.
- ▌ Ship · shenxingy bundleFull release pipeline — tests → coverage → review gate → version bump → CHANGELOG → commit → PR
- ▌ Sync · shenxingy bundleEnd-of-session documentation sync — updates TODO.md and PROGRESS.md only (run /commit after to commit everything)
- ▌ Brief · shenxingy bundleGenerates a morning briefing — what ran overnight, what it cost, what to do next
- ▌ Equip · shenxingy bundleEquipment manager for Claude Code projects — inventory local skills/agents/scripts, audit external upstream repos (red-flag + prompt-injection screening), and sync selectively after user approval. Absorbs container-layout skill repos AND single-skill-at-root repos (e.g. a company design-system repo). Project-agnostic.
- ▌ Iloop · shenxingyIn-session iterative loop — keeps Claude running in the current session until a task is done. Unlike /loop (which spawns background workers), /iloop stays in the current session and re-prompts each iteration via Stop hook. Use for: 'keep fixing until tests pass', 'iterate until this feature works', autonomous debugging. Triggers on: '/iloop', 'in-session loop', 'keep iterating', 'loop until done'.
- ▌ Learn · shenxingy bundleRecord, search, and prune per-project learnings in .claude/learnings.jsonl — typed, confidence-scored, searchable across sessions
- ▌ Radar · shenxingyAutonomous discovery of concepts, methods, and vocabulary we have NOT heard of yet — sweeps broadly, diffs against a known-concepts ledger, and reports only what is genuinely new plus whether it names a gap in this stack. Built because 'graph engineering' had to arrive by word of mouth: a fixed topic list can only refresh what you already named, so it can never surface the thing you did not know to look for. Use for periodic/scheduled discovery, 'what's new in agent engineering', 'what are we missing', 'anything we haven't heard of'. Triggers: radar, discover, what's new, unknown unknowns, 新概念, 我们没听过的, 有什么没跟上的 — NOT for researching a topic you can already name (use /research), NOT for model releases (use /model-research), NOT for internal priorities (use /next).
- ▌ Start · shenxingy bundleAutonomous session launcher — morning briefing, unattended overnight runs, cross-project patrol, auto-research
- ▌ Banana · shenxingy bundleAI image generation Creative Director powered by Google Gemini Nano Banana models. Use this skill for ANY request involving image creation, editing, visual asset production, or creative direction. Triggers on: generate an image, create a photo, edit this picture, design a logo, make a banner, visual for my anything, and all /banana commands. Handles text-to-image, image editing, multi-turn creative sessions, batch workflows, and brand presets.
- ▌ Commit · shenxingy bundleCreate repository-adaptive checkpoint commits for coherent work, including requests to split changes into commits and push; publication remains separately authorized
- ▌ Review · shenxingy bundleClade coverage-driven project review — walks every VERIFY.md checkpoint, fixes failures in-session, converges when all checkpoints pass. NOT the Claude Code built-in /review (which reviews a single pull request diff) — if the user wants a PR review, route to /review-pr (Clade's PR reviewer) or the CC built-in.
- ▌ Status · shenxingy bundleShow a provider-neutral, freshness-aware snapshot of active Agent work, Git delivery, execution identity, and usage limits. Use for “what's going on right now”, what is running, progress updates, active runtime/provider/model, or stuck-work checks.
- ▌ Verify · shenxingy bundleVerify project behavior anchors — compilation, tests, and interaction checks after autonomous runs. NOT the Claude Code built-in /verify (which runs the app to observe a single change working) — this one walks the CLAUDE.md "Features (Behavior Anchors)" list.
- ▌ Handoff · shenxingy bundleEnd-of-session context handoff. Saves session state so the next session or a parallel agent can pick up exactly where the left off. Run this when context is getting full (~80%) or before stopping work.
- ▌ SEO Sxo · shenxingy bundleSearch Experience Optimization: reads Google SERPs backwards to detect page-type mismatches, derives user stories from search intent signals, and scores pages from multiple persona perspectives. Identifies why well-optimized pages fail to rank by analyzing what Google rewards for each keyword. Use when user says "SXO", "search experience", "page type mismatch", "SERP analysis", "user story", "persona scoring", "why isn't my page ranking", "intent mismatch", or "wireframe".
- ▌ Ads Math · shenxingyPPC financial calculator and modeling tool. CPA, ROAS, CPL calculations, break-even analysis, impression share opportunity sizing, budget forecasting, LTV:CAC ratio analysis, and MER (Marketing Efficiency Ratio) assessment. Requires zero API access. Works with pasted data from exports. Use when user says PPC math, ad calculator, break-even, budget forecast, ROAS calculator, CPA calculator, impression share, LTV CAC, or MER.
- ▌ Ads Test · shenxingyA/B test design and experiment planning for paid advertising. Structured hypothesis framework, statistical significance calculator, test duration estimator, sample size calculator, and platform-specific experiment setup guides (Meta Experiments, Google Experiments, LinkedIn A/B). Use when user says A/B test, split test, experiment design, test hypothesis, statistical significance, sample size, or test duration.
- ▌ Delivery · shenxingy bundleAdaptive, resumable Git delivery across repositories and agent runtimes — probe policy, checkpoint coherent work, publish, review, integrate, and verify cleanup
- ▌ Merge Pr · shenxingy bundleIntegrate an exact reviewed PR under repository policy, choose truthful history semantics, and verify cleanup
- ▌ Outbound · shenxingyVerify an artifact that is about to leave the building — a partnership brief, pitch page, press release, customer email, RFP response, or any document sent to someone outside the org. Runs six checks before send — premise, confidentiality forward-test, evidence class, cold read by recipient personas, AI read, and tone metrics — and returns what to change with replacement copy. Use before sending anything outward-facing that carries customer detail, factual claims about a counterparty, or an ask.
- ▌ Pipeline · shenxingy bundleCheck health of registered background pipelines across all projects. Shows HEALTHY/DEGRADED/DEAD status. Run /pipeline [project-name] to filter.
- ▌ Provider · shenxingy bundleInspect or select a Clade execution connection while keeping agent runtime, inference provider, wire protocol, and model distinct. Use for Claude/Codex runtime selection, Anthropic/OpenAI/MiniMax/Kimi/custom gateways, model routing, or connection troubleshooting.
- ▌ SEO Flow · shenxingy bundleFLOW framework integration — evidence-led SEO using the Find → Leverage → Optimize → Win loop. Surfaces stage-specific AI prompts from the FLOW knowledge base (41 prompts, CC BY 4.0). Use when user says "FLOW", "FLOW framework", "seo flow", "evidence-led SEO", "find leverage optimize win", or wants stage-specific SEO prompts.
- ▌ Worktree · shenxingy bundleCreate or inspect runtime-adaptive isolated Git workspaces with explicit ownership and delivery routing
- ▌ Blog Flow · shenxingy bundleFLOW framework integration for bloggers. Evidence-led content workflow using the Find, Optimize, Win loop with stage-specific AI prompts from the FLOW knowledge base (30 blog-applicable prompts, CC BY 4.0). Use when user says "FLOW", "FLOW framework", "blog flow", "evidence-led blogging", "find optimize win", or wants stage-specific blog prompts.
- ▌ Create Pr · shenxingy bundlePublish or update one repository-adaptive, exact-SHA pull request without duplicating or broadening authority
- ▌ Review Pr · shenxingy bundleReview an exact PR head in isolation using trusted-base instructions and execution evidence
- ▌ SEO Drift · shenxingy bundleSEO drift monitoring: capture baselines of SEO-critical elements, detect changes, and track regressions over time. Git for SEO — baseline, diff, and track changes to your on-page SEO. Use when user says "SEO drift", "baseline", "track changes", "did anything break", "SEO regression", "compare SEO", "before and after", "monitor SEO changes", or "deployment check".
- ▌ Skill New · shenxingy bundleScaffold a new Clade skill end-to-end — interviews for use cases and trigger phrases, generates SKILL.md + prompt.md with spec-validated frontmatter (bilingual triggers, NOT-for disambiguation), wires golden-set routing tests, and runs the lint gate before committing
- ▌ Cso · shenxingy bundleSecurity audit skill — systematic OWASP + STRIDE review of a project. Covers attack surface, secrets archaeology, dependency supply chain, OWASP Top 10, threat modeling, and false-positive filtering. Outputs a prioritized findings report.
- ▌ Map · shenxingyScan project structure and generate ARCHITECTURE.md with a Mermaid module relationship diagram. Use when user says "/map".
- ▌ Ads Amazon · shenxingyAmazon Ads deep analysis covering Sponsored Products, Sponsored Brands (incl. Sponsored Brands Video), Sponsored Display (audiences + contextual), and basic Amazon DSP. Evaluates campaign structure, ACOS/TACOS targets, search-term harvesting, negative keyword discipline, Brand Analytics signals, day-parting, bid management, auto vs manual campaign mix, ASIN targeting, and DSP retargeting. Use when user says Amazon Ads, Amazon advertising, Amazon PPC, Amazon search ads, Sponsored Products, Sponsored Brands, Sponsored Display, Amazon DSP, ACOS, TACOS, retail media audit, Amazon Marketing Services, AMS, or Amazon seller advertising.