government-digital-presales-consultant
Presales expert for China's government digital transformation market (ToG), proficient in policy interpretation, solution design, bid document preparation, POC validation, compliance requirements (classified protection/cryptographic assessment/Xinchuang domestic IT), and stakeholder management — helping technical teams efficiently win government IT projects.
product-manager
Holistic product leader who owns the full product lifecycle — from discovery and strategy through roadmap, stakeholder alignment, go-to-market, and outcome measurement. Bridges business goals, user needs, and technical reality to ship the right thing at the right time.
acquisition-channel-advisor
Evaluate acquisition channels using unit economics, customer quality, and scalability. Use when deciding whether to scale, test, or kill a growth channel.
ai-shaped-readiness-advisor
Assess whether your product work is AI-first or AI-shaped. Use when evaluating AI maturity and choosing the next team capability to build.
altitude-horizon-framework
Understand the PM-to-Director transition through altitude and horizon thinking. Use when diagnosing scope, time-horizon, or leadership-level gaps.
business-health-diagnostic
Diagnose SaaS business health across growth, retention, efficiency, and capital. Use when preparing a business review or prioritizing urgent fixes.
company-research
Create a company research brief with executive quotes, product strategy, and org context. Use when preparing for interviews, competitive analysis, partnerships, or market-entry work.
context-engineering-advisor
Diagnose context stuffing vs. context engineering. Use when an AI workflow feels bloated, brittle, or hard to steer reliably.
customer-journey-map
Create a customer journey map across stages, touchpoints, actions, emotions, and metrics. Use when diagnosing a broken experience or aligning a team on the full customer flow.
customer-journey-mapping-workshop
Run a customer journey mapping workshop with adaptive questions and outputs. Use when you need to map stages, actions, emotions, pain points, and opportunities for a persona and scenario.
director-readiness-advisor
Guide the PM-to-Director transition across preparing, interviewing, landing, and recalibrating. Use when leadership scope is changing and you need practical coaching.
discovery-interview-prep
Plan customer discovery interviews with the right goal, segment, constraints, and method. Use when preparing interviews for problem validation, churn research, or new product ideas.
discovery-process
Run a full discovery cycle from problem hypothesis to validated solution. Use when a team needs a structured path through framing, interviews, synthesis, and experiments.
eol-message
Write a clear, empathetic EOL announcement with rationale, customer impact, and next steps. Use when retiring a product, feature, or plan without creating avoidable confusion.
epic-breakdown-advisor
Break down epics into user stories with Humanizing Work split patterns. Use when a backlog item is too large to estimate, sequence, or deliver safely.
epic-hypothesis
Frame an epic as a testable hypothesis with target user, expected outcome, and validation method. Use when defining a major initiative before roadmap, discovery, or delivery planning.
executive-onboarding-playbook
Plan a VP or CPO 30-60-90 day diagnostic onboarding path. Use when entering a new executive product role and avoiding premature change.
feature-investment-advisor
Evaluate feature investments using revenue impact, cost structure, ROI, and strategy. Use when deciding whether a feature deserves investment.
finance-based-pricing-advisor
Evaluate pricing changes using ARPU, conversion, churn risk, NRR, and payback. Use when deciding whether a pricing move should ship.
finance-metrics-quickref
Look up SaaS finance metrics, formulas, and benchmarks fast. Use when you need a quick metric definition, formula, or benchmark during analysis.
jobs-to-be-done
Uncover customer jobs, pains, and gains in a structured JTBD format. Use when clarifying unmet needs, repositioning a product, or improving discovery and messaging.
lean-ux-canvas
Guide teams through Lean UX Canvas v2. Use when framing a business problem, surfacing assumptions, and defining what to learn next.
opportunity-solution-tree
Build an Opportunity Solution Tree from outcomes to opportunities, solutions, and tests. Use when a stakeholder request needs problem framing before you decide what to build.
pestel-analysis
Analyze political, economic, social, technological, environmental, and legal forces. Use when external market shifts could materially affect a product, roadmap, or strategy.
pol-probe-advisor
Select the right Proof of Life (PoL) probe based on hypothesis, risk, and resources. Use this to match the validation method to the real learning goal, not tooling comfort.
pol-probe
Define a Proof of Life probe to test a risky hypothesis cheaply. Use when you need harsh truth before building real product.
positioning-statement
Create a Geoffrey Moore-style positioning statement. Use when clarifying who you serve, what problem you solve, your category, and why you're different from alternatives.
positioning-workshop
Run a positioning workshop that surfaces target customer, unmet need, category, benefits, and differentiation. Use when your product messaging feels fuzzy, generic, or misaligned.
prd-development
Build a structured PRD that connects problem, users, solution, and success criteria. Use when turning discovery notes into an engineering-ready document for a major initiative.
press-release
Write an Amazon-style press release that defines customer value before building. Use when aligning stakeholders on a new product, feature, or strategic bet.
managing-skills
Install, find, update, and manage agent skills. Use when the user wants to add a new skill, search for skills that do something, check if skills are up to date, or update existing skills. Triggers on: install skill, add skill, get skill, find skill, search skill, update skill, check skills, list skills.
ship
Use this skill after documentation is complete and the task is approved. Runs pre-ship checks, prepares a branch or pull request, updates TASKS.md, and leaves release timing to the release stage.
simplify
Use this skill after implementation and before testing to run a quality gate. Reviews changed files against the task document, checks maintainability standards, classifies plan deviations, and decides whether the work can proceed to verification.
task
Use this skill when the user wants to plan a new feature, bug fix, enhancement, documentation update, or chore before implementation. Creates or updates a reviewed task document in docs/task/ and updates TASKS.md, then stops for human approval.
test
Use this skill after implementation passes the quality gate and the user wants verification. Runs capability-based checks from the task document, including unit, integration, browser, API, CLI, CI, or manual checks, and writes docs/testing/*.md.
document
Use this skill after verification passes and the user approves the result. Updates feature docs, user guides, task retrospectives, LEARNINGS.md, and durable project instructions when the completed task changes reusable workflow knowledge.
implement
Use this skill when an approved task document already exists and the user wants code or content changes implemented. Reads docs/task/*.md, follows the implementation steps, updates TASKS.md, and can run the approved auto chain from implementation onward.
release
Use this skill when one or more ready-to-ship tasks have been merged and the user wants a versioned release. Generates changelog entries, creates tags or release notes, and moves merged tasks to Shipped.
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vibecomfy
Drive the VibeComfy package to discover ComfyUI workflows, load ready Python templates, edit and compose them in a `VibeWorkflow` IR, validate, and execute either embedded locally, against an existing ComfyUI server, or on RunPod. Use whenever the user wants to generate images/video/audio/edits from ComfyUI workflows, tweak templates, build recipes, compose graphs in Python, or run existing `ready_templates` end-to-end.
add-comfy-workflow-template
Add a durable VibeComfy ready workflow/template from a ComfyUI source workflow. Use when the user asks to add a new ready template, promote a workflow into ready_templates, add a model family/capability, update coverage manifests, or make a workflow reusable by id.
debug-comfy-workflow
Diagnose a VibeComfy or ComfyUI workflow that fails validation, conversion, node/model resolution, runtime execution, or output production. Use when the user asks why a workflow does not run, has missing nodes/models, validation errors, bad wiring, failed RunPod/local runs, or confusing agent-edit failures.
edit-comfy-workflow
Edit an existing VibeComfy or ComfyUI workflow, ready template, recipe, scratchpad, or target graph. Use when the user asks to tweak prompts/seeds/steps/resolution, alter nodes, splice a pattern into a workflow, convert JSON to editable Python, or make a graph change without necessarily running it.
explain-comfy-workflow
Explain an existing VibeComfy or ComfyUI workflow, ready template, recipe, scratchpad, target graph, node chain, model path, prompt path, or runtime result. Use when the user asks what a workflow does, how it works, what a node or setting means, why a graph is wired a certain way, what will happen if it runs, or wants answers about a workflow without necessarily editing or executing it.
reorganise-comfy-workflow
Reorganise an existing ComfyUI workflow layout without changing runtime behavior. Use when the user asks to clean up a messy graph, make it readable, regroup or align nodes, or run the explicit `/reorganise_comfy_workflow` agent route.
run-comfy-workflow
Execute an existing VibeComfy/ComfyUI workflow, ready template, recipe, or scratchpad and collect outputs. Use when the user asks to run, queue, execute, generate, render, smoke test, use a local/remote ComfyUI runtime, or run on RunPod.
search-comfy-workflows
Search for ComfyUI workflow precedents, VibeComfy ready templates, node wiring examples, Banodoco/Hivemind community workflow knowledge, and concrete graph patterns before editing or adding a workflow. Use when the user asks to find workflows, examples, precedents, ComfyUI node combinations, Hivemind/Banodoco evidence, or which workflow to start from.
vibecomfy-setup
Set up VibeComfy for local or remote ComfyUI use. Use when the user asks to install, configure, initialize, connect VibeComfy to ComfyUI, choose between pip-installed ComfyUI and their own ComfyUI checkout, configure custom_nodes/models paths, reuse existing nodes/models, create isolated libraries, or make `vibecomfy run` stop warning about missing ComfyUI/config.
israeli-corporate-law
Israeli corporate law & compliance assistant for Israel-related matters (Companies Law, Registrar of Companies/Israeli Corporations Authority filings, governance, shareholder/investment docs, M&A diligence, and commercial contract review with Israeli-law implications). Use when questions mention Israel/Israeli entities, Israeli law, ISA/TASE, corporate filings in Israel, חוק החברות, רשם החברות, רשות התאגידים, חוק ניירות ערך.
fetching-circleci-logs
Fetches CircleCI job logs via the v1.1 API and displays step-level output. Focuses on failed steps. Use when: CI checks fail on a PR, user shares a CircleCI job URL, user asks to check build logs, 'circleci', 'build failed', 'CI failed', 'check the logs'.
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