Product & Planning

tianzecn Skill

⚡ PRIMARY TOOL for: 'what's tested', 'find test coverage', 'audit test quality', 'missing tests', 'edge cases', 'test patterns'. Uses claudemem v0.3.0 AST with callers analysis for test discovery. GREP/FIND/GLOB ARE FORBIDDEN.

tianzecn Skill

Run multiple AI models in parallel for 3-5x speedup with ENFORCED performance statistics tracking. Use when validating with Grok, Gemini, GPT-5, DeepSeek, or Claudish proxy for code review, consensus analysis, or multi-expert validation. NEW in v3.1.0 - SubagentStop hook enforces statistics collection, MANDATORY checklist prevents incomplete reviews, timing instrumentation examples. Includes dynamic model discovery via `claudish --top-models` and `claudish --free`, session-based workspaces, and Pattern 7-8 for tracking model performance. Trigger keywords - "grok", "gemini", "gpt-5", "deepseek", "claudish", "multiple models", "parallel review", "external AI", "consensus", "multi-model", "model performance", "statistics", "free models".

talont-org Skill

Assess whether analytic decisions were pre-specified or post-hoc and whether exploratory/confirmatory norms are aligned. Boundary lens answering "Is this discovery or test, and are norms aligned?"

avav25 Bundle

Use this skill when the user has a PRD or feature brief and needs an executable plan before code is written — to plan feature implementation across services and roles by parsing the PRD/feature brief, reading project architecture (ARCHITECTURE.md, CLAUDE.md), decomposing into work packages per service/role with complexity estimates, and running a multi-reviewer feedback loop (product-manager + solution-architect + system-architect).

avav25 Skill

Feature design workflow — transform raw feature inputs (ideas, research, stakeholder requests, competitive analysis) into a structured PRD or feature brief. Applies product-manager role. Produces PRD, user stories, acceptance criteria, success metrics, and updates FEATURES.md. First step in the planning chain, precedes architecture skill and plan skill. Includes mandatory multi-reviewer feedback loop with product-manager, marketing-strategist, content-writer, and seo-engineer.

avav25 Skill

Use this skill when explicit single-agent inline execution is requested or `/develop` is impractical for the situation — to run a single-agent fallback for feature implementation that detects tech stack and applies one engineering role inline (no Developer/Reviewer/QA spawning). The canonical Anthropic `Agent` tool is always available in modern Claude Code, so `/develop` (multi-agent pipeline) should be the default and this fallback should be selected only on a documented technical block.

avav25 Bundle

Use this skill when the user wants "architecture" work but the scope is ambiguous and you want auto-classification — as the architecture entry-point router that classifies the request as feature design, existing-system analysis, or migration/evolution and then dispatches to `/architecture-design`, `/architecture-analyze`, or `/architecture-evolve`. For a known scope, invoke the specialized command directly instead.

avav25 Bundle

Use this skill when extending, repairing, or improving plugin assets, when ingesting a `/feedback` report as a fix-cycle backlog, or when you do not remember which lower-level command is right for the job — the umbrella workflow for ai-skills plugin-asset authoring and maintenance: creating, auditing, fixing, improving, refactoring, and migrating skills, agents, rules, hooks, prompts, schemas, and rubrics inside the plugin. Auto-classifies the request, loads the right knowledge skills (`@prompt-engineering`, `@context-engineering`, `@team-protocols`), and spawns the right subagents (`prompt-engineer`, `system-architect`, `python-engineer`, `software-engineer`, `qa-engineer`, `eval-judge`) via the `Agent` tool.

kortix-ai Skill

Drive Kortix itself from the terminal with the `kortix` CLI — preinstalled and pre-authenticated in every session sandbox. Use whenever a task means acting on THIS project's Kortix control plane rather than just editing files: manage secrets, list/spawn/watch/talk-to sessions, open or inspect change requests to land work on main, fire or manage triggers, call connectors, connect Slack, or read project info. This is a discovery stub — the full, always-current reference is served live via `kortix skills get kortix-system` and its reference files.

avav25 Bundle

Use this skill when starting a new feature from concept — to convert a 1–3 sentence feature idea into a complete design pack (PRD, ARCHITECTURE, UX-FLOW, DATA-MODEL, RISKS, IMPLEMENTATION-PLAN, REVIEW-LOG) via a multi-agent three-wave pipeline orchestrated by feature-design-lead. Not for refactors (use /refactor), bugfixes (use /bugfix), or refining existing PRDs (use /develop directly).

avav25 Skill

Use this skill when a new feature with a PRD needs architectural definition before `/plan` can decompose it for implementation — including when the user describes a feature to be built but does not say "architecture" or "design" — to produce a feature-level design pack — ARD/ADR, C4 diagrams, API contracts, data models, NFR spec, and security review from the PRD. Routes to solution-architect (default — feature-level system design), cloud-architect (`--cloud` for cloud infra design, landing zones, networking, multi-cloud), or devops-architect (`--cicd` for pipeline design, deployment strategy, platform engineering).

avav25 Skill

Use this skill when a service, module, or system needs documentation, audit, or tech-debt assessment — onboarding a new team to an undocumented service, establishing a pre-redesign "what do we actually have?" baseline, or a tech-debt audit before roadmap planning, including when the user does not say "architecture" — to analyze the existing architecture and produce ARCHITECTURE.md, current-state C4 diagrams, a component inventory, gap analysis (current vs target), and a technical-debt register. Routes to system-architect (default — system/module/service analysis), cloud-architect (`--cloud` for cloud-resource inventory + cost + compliance review), or devops-architect (`--cicd` for CI/CD platform audit + DORA baseline + governance review).

dirnbauer Skill

Turn the current conversation context into a PRD and publish it to the project issue tracker. Use when user wants to create a PRD from the current context.

kortix-ai Skill

Hourly error-backlog grooming sweep for {{sentry_project}}. Groups new and spiking errors, dedupes against existing GitHub issues in {{triage_repo}} by Sentry issue ID, drafts a GitHub issue with the stack trace and impact for the top {{max_issues_per_run}}, and posts a sweep summary to {{alert_channel}}. Never resolves, ignores, mutes, or assigns an error.

dirnbauer Skill

Break a plan, spec, or PRD into independently-grabbable issues on the project issue tracker using tracer-bullet vertical slices. Use when user wants to convert a plan into issues, create implementation tickets, or break down work into issues.

ncreighton Bundle

Use this skill to get the most frequent words in a text: tokenizes, lowercases, drops common stopwords (optional), and returns the top-N words with counts plus total/unique word counts. Deterministic, offline. For content analysis, keyword discovery, and tag suggestions.

ncreighton Bundle

Use this skill to extract the most important key phrases / topics from a text as a short list. Uses an LLM. For tagging and SEO keyword discovery.

softspark Bundle

Breaks features/goals into phased plans with task lists, agent assignments, dependencies. Triggers: plan feature, implementation roadmap, break down task, project phases.

softspark Skill

Converts PRD into phased plan via tracer-bullet vertical slices. Triggers: PRD to plan, break down PRD, implementation plan, tracer bullets, phased plan.

softspark Bundle

Creates PRD via interactive interview + codebase exploration + module design. Triggers: write PRD, product requirements, plan new feature, PRD interview.

dirnbauer Bundle

When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content strategy," "what should I write about," "content ideas," "blog strategy," "topic clusters," "content planning," "editorial calendar," "content marketing," "content roadmap," "what content should I create," "blog topics," "content pillars," or "I don't know what to write." Use this whenever someone needs help deciding what content to produce, not just writing it. For writing individual pieces, see copywriting. For SEO-specific audits, see seo-audit. For social media content specifically, see social.

dirnbauer Bundle

When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," "how long should I run this test," "growth experiments," "experiment velocity," "experiment backlog," "ICE score," "experimentation program," or "experiment playbook." Use this whenever someone is comparing two approaches and wants to measure which performs better, or when they want to build a systematic experimentation practice. For tracking implementation, see analytics. For page-level conversion optimization, see cro.

softspark Skill

Splits a PRD into vertical-slice GitHub issues with HITL/AFK tagging and dependencies. Triggers: PRD to issues, create tickets, break down PRD, work items.

ncreighton Skill

Design role-specific B2B sales discovery call scripts mapped to buyer journey stage and industry. Generate objection handling frameworks and question flows that uncover budget/timeline/authority. Use when the user needs call scripts, discovery frameworks, objection handlers, or sales playbooks.

ncreighton Skill

Extract sentiment from customer reviews across Amazon, Etsy, Shopify, Google and map complaints/praise to product features. Use when the user needs feature prioritization, competitive analysis, or data-driven product roadmap creation from real customer feedback.

ncreighton Skill

Extract deal blockers, champion sentiment, budget signals, and competitor mentions from sales call transcripts. Generates 1-page deal brief with stakeholder mapping. Use when the user needs call analysis, deal qualification, or sales intelligence from Gong, Chorus, or Otter recordings.

agentpmt Bundle

Plaud: Work with the user's connected Plaud account to act on their voice recordings. Use when an agent needs plaud, turn meeting recordings into crm notes and follow up tasks, draft follow up emails from a call transcript, summarize interviews and save notes to a shared doc, extract action items from voice memos into a task manager, get current user, get file, file id through AgentPMT-hosted remote tool calls. Discovery terms: plaud, turn meeting recordings into crm notes and follow up tasks.

agentpmt Bundle

Zoho Books: manage chart of accounts, journal entries, contacts, invoices, bills, expenses, payments, projects, time entries. Permission-gated. Use when an agent needs zoho books, list organizations, list chart of accounts, create journal entries, import bank statements, bank get matching transactions, organization id, record id through AgentPMT-hosted remote tool calls. Discovery terms: zoho books, list organizations, list chart of accounts, create journal entries, import bank statements.

agentpmt Bundle

Google Chat: Read/search Google Chat spaces and messages, send messages and replies with File Manager attachments, download Chat attachments, and manage reactions as the connected user. Use when an agent needs google chat, search accessible spaces, find direct message spaces, read and search messages, send messages and replies, add reaction, message name, emoji unicode through AgentPMT-hosted remote tool calls. Discovery terms: google chat, search accessible spaces, find direct message spaces.

agentpmt Bundle

Google Meet: Create and manage Google Meet meeting spaces. View conference history including participants and join/leave times. Use when an agent needs google meet, google meet connector, create meeting spaces on demand, get meeting details and active conference status, update meeting access settings, end active conferences, create space, config through AgentPMT-hosted remote tool calls. Discovery terms: google meet, google meet connector, create meeting spaces on demand.

agentpmt Bundle

Google Drive file management: search, upload, download, organize folders, move/copy files, share with permissions, and export Google Docs formats. Use when an agent needs google drive, search drive files by name or content, download files to agentpmt storage for processing, upload files to drive from agentpmt storage, create folder structures and organize files, copy file, file id, new name through AgentPMT-hosted remote tool calls. Discovery terms: google drive.

agentpmt Bundle

Google Tasks: create, read, update, delete tasks and lists. Due dates, notes, subtasks, completion tracking. Batch operations and filtering. Use when an agent needs google tasks, task management automation, todo list synchronization, project task tracking, deadline monitoring, batch create tasks, tasks, tasklist id through AgentPMT-hosted remote tool calls. Discovery terms: google tasks, task management automation, todo list synchronization, project task tracking, deadline monitoring.

dirnbauer Bundle

Install and wire registry blocks and components into HyperFrames compositions. Use when running hyperframes add, installing a block or component, wiring an installed item into index.html, or working with hyperframes.json. Covers the add command, install locations, block sub-composition wiring, component snippet merging, and registry discovery.

dirnbauer Bundle

When the user wants to submit their product to startup, SaaS, AI, agent, MCP, no-code, or review directories for backlinks, domain rating, and discovery. Also use when the user mentions "directory submissions," "submit to directories," "backlinks from directories," "list my product," "submit to Product Hunt," "BetaList," "TAAFT," "Futurepedia," "G2 listing," "Capterra listing," "AlternativeTo," "SaaSHub," "AI directories," "MCP registry," "agent directory," "dofollow backlinks," "launch directories," or "directory tracker." Use this whenever someone is planning the directory layer of a product launch or an ongoing backlink campaign. For the broader launch moment, see launch. For programmatic SEO pages that should live behind these backlinks, see programmatic-seo. For AI citation optimization, see ai-seo.

agentpmt Bundle

Google Slides: Create, edit, and manage Google Slides presentations. Add slides, text boxes, images, tables, and shapes. Use when an agent needs google slides, create presentations from scratch, add slides with predefined layouts, insert text boxes with styled content, embed images into slides, add image, presentation id, page object id through AgentPMT-hosted remote tool calls. Discovery terms: google slides, create presentations from scratch, add slides with predefined layouts.

agentpmt Bundle

Network Tools: Network utilities: IP conversion/validation, subnet calculator, CIDR ranges, MAC formatting, port lookup, DNS resolution, private IP detection. Use when an agent needs network tools, ipv4 to binary conversion, ip address binary representation, binary to ipv4 conversion, ip to integer conversion, network binary to ipv4, input, network cidr to range through AgentPMT-hosted remote tool calls. Discovery terms: network tools, ipv4 to binary conversion, ip address binary representation.