cs-product-loop
Run the continuous-discovery loop — score the weekly cadence (Torres), act on the named gap, lint the Opportunity Solution Tree as the machine gate, and keep…
A command is the one you type. It runs exactly when you ask it to, and never before.
206 commands across 665 plugins.
Run the continuous-discovery loop — score the weekly cadence (Torres), act on the named gap, lint the Opportunity Solution Tree as the machine gate, and keep…
Product / user research methodology. Select the right method for the goal (generative vs evaluative vs validation), compute method-based saturation / sample…
/cs:pulse <topic> — Multi-source recency research. Grill-me intake (topic / angle / window / scope), then parallel Reddit + HN + Web (1 q/sec per platform),…
/cs:reflect — Mid-conversation reflection: halts current thread, re-reads full conversation from original goal forward, runs 5-dimension analysis (Macro / Gap…
/cs:research <question> — Default research entry point. Hybrid router: classifies question deterministically and either delegates to specialist (pulse / grants…
R&D program finance. Build a multi-period program budget with the F&A (indirect) split, track burn rate and runway against value-inflection milestones, and…
Top-level Research Operations router. Classifies an enterprise research inquiry (clinical study design / R&D finance / market research / product research) and…
Structured RFP/RFI/RFQ response with win-theme injection and proof-point matrix. NOT free-form proposal authoring (that's…
/cs:roast — Convene a 5-angle adversarial panel (Critic, Champion, Analyst, Investigator, Customer) on an idea, then a Judge delivers one GO / RESHAPE / KILL…
Phase 4 — make the agent run without you. Turn a graded agent into a recurring POSIX-cron scheduled deployment (optionally self-grading each firing), an…
Route, extract, and validate a scraping job (URL or local file) via the universal-scraping-architect skill — refuses to deliver unvalidated data.
Grade the agent setup from real local session history — rubric-scored, evidence-gated, rendered as one local shareable report.
/cs:spinning-up-deep-rl [topic | framework | chNN] — query the knowledge base compiled from Spinning Up in Deep RL by Joshua Achiam (OpenAI). Use when applying…
Phase 2 — turn a build sheet into exact API payloads and a resumable BYOK curl launch script, then launch (environment → agent → session → kickoff) with the…
/cs:syllabus <syllabus-file-or-paste> — Generate curated supplementary reading list from any course syllabus. 3-Q grill-me (input format + audience + year…
/cs:time-block — Build today's time-block plan from a task list, fast: deep blocks of at least 90 minutes in the earliest hours under a hard 4-hour ceiling,…
Score vendors on a multi-dimensional scorecard (reliability / support / security / commercial / strategic-fit), track SLA compliance, classify third-party…
/cs:webinar — Webinar & virtual-event marketing workflow. Plan a webinar from scratch (sized backward from the business goal), rescue one whose numbers…
/cs:weekly-review — Run a GTD weekly review: GET CLEAR (collect, inboxes to zero, empty your head), GET CURRENT (next actions, both calendars, waiting-for,…
/cs:workflow-build <task-description> — Design and write a deterministic Claude Code workflow (.js). Opens with intake questions, infers-and-proposes a…
Close out a launched Claude Managed Agent — recap every primitive owned, regenerate the single-file overview page, and suggest the next 1–2 upgrades, via the…
/cs:write-a-skill <name-or-description> — Author a new agent skill with Matt Pocock's 3-phase workflow (Gather → Draft → Review). Runs 6 review-checklist items…
Run financial ratio analysis, DCF valuation, budget variance analysis, and rolling forecasts. Usage: /financial-health <ratios|dcf|budget|forecast> <data.json>
Run the quarterly feature-flag cleanup workflow on the current repo
Deep-dive feature repair — systematically fix an entire feature/module across all its files and dependencies. Usage: /focused-fix <feature-path>
Google Workspace CLI operations: setup diagnostics, security audit, recipe discovery, and output analysis. Usage: /google-workspace…
Smart Hivemind router - analyzes a task and auto-routes to single worker, swarm, or template
Run Karpathy's 4-principle review on staged changes or the last commit. Checks complexity, diff noise, hidden assumptions, and goal verification. Usage…
Migration coordinator - parallel per-file/chunk workers with sequenced merge and validation
Generate OKR cascades from company strategy to team objectives. Usage: /okr generate <strategy>
Run the full Kubernetes Operator audit (CRD + reconcile + capability) on the current repo
Generate data-driven user personas for UX research and product design. Usage: /persona generate [options]
Detect stack and generate CI/CD pipeline configs. Usage: /pipeline <detect|generate> [options]
Comprehensive audit pipeline for skills, plugins, agents, and commands. Validates structure, quality, security, marketplace compliance, cross-platform…
Gated PRD generation — interrogates problem, user, and metric before drafting; refuses to draft on unknowns. Usage: /prd <feature-or-problem>
Portfolio health dashboard and risk matrix analysis. Usage: /project-health <dashboard|risk> [options]
Parallel research sweep - N scouts investigate different angles of one question simultaneously
Analyze sprint retrospectives for patterns and action item tracking. Usage: /retro analyze <retro_data.json>
Multi-lens code review panel - N parallel reviewers on the same diff, consensus-filtered
RICE feature prioritization with scoring and capacity planning. Usage: /rice prioritize <features.csv> [options]
Calculate SaaS health metrics (ARR, MRR, churn, CAC, LTV, NRR) and benchmark against industry standards. Usage: /saas-health <metrics|quick-ratio|simulate>…
Scan and optimize documentation files for SEO. Audits README.md files and docs/ pages for meta tags, headings, keywords, readability, duplicate content, and…
Run or manage the SkillOpt-Sleep self-evolution cycle (review past sessions, replay tasks offline, consolidate validated memory + skills; can also schedule…
Interactive wizard to design an SLO with SLI, target, error budget, and burn-rate alerts
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