Business & Operations

Use when the user asks to capture, clarify, document, audit, generate, compare, prioritize, validate, or realize product ideas. Guides one-question-at-a-time discovery, evidence-based scoring, explicit readiness decisions, and scoped delivery without assuming a specific product, repository layout, or planning plugin.

This skill should be used for project-level decisions about LLM-powered systems: whether an LLM is the right primitive for the task at hand, the shape of a multi-stage batch or agent pipeline, token and cost estimation, choosing between single-agent and multi-agent at the project level, structured output design for downstream parsing, and structuring agent-assisted iteration. Use this when the unit of work is a whole project or a multi-stage pipeline. Route individual tool design to tool-desi...

This skill should be used when modeling agent mental states with BDI concepts: beliefs, desires, intentions, RDF-to-belief transformations, rational agency traces, cognitive agents, BDI ontologies, and neuro-symbolic AI integration.

This skill should be used for personal operating-system workflows: content creation, voice consistency, relationship lookup, meeting preparation, weekly review, goal tracking, personal brand management, and network management.

Create beautiful, animated web presentations from a topic, rough notes, or an outline, and edit decks afterward — adding, removing, or revising slides. Generates a custom theme and a short two-slide preview, then builds the full deck only once the user confirms the direction; edits to an existing deck skip that flow and apply in place. Use when the user wants to make slides, a presentation, a talk deck, a pitch deck, or to add/remove/change a slide in one that already exists.

Defines a one-sentence 'hunting zone' — megatrend × owned or acquirable assets × attractive customer segment — before sketching any BMC, so bottom-up business model experimentation stays bounded and comparable instead of producing scattered, unrelated one-off canvases.

A founder wants to know whether their business could run without them — and if not, what it would take to get there. This 5–10 minute conversation surfaces where the founder is the single point of failure, names the pattern, and points to the next step. Use this skill whenever a founder asks about stepping back, making themselves replaceable, building a business that doesn't depend on them, exit readiness, delegation, indispensability, or what would happen if they disappeared for 60 days. Tri...

Pre-bootstrap diagnostic for founders and senior leaders. Surfaces AI anxiety, maps opportunity to their specific business, and funnels toward the BoS OS. Triggers: run AI readiness check, AI readiness, AI check.

设计限界上下文及其通用语言：边界、职责、词汇表、团队所有权与边界 ADR。

Assist with core product management activities including writing PRDs, analyzing features, synthesizing user research, planning roadmaps, and communicating product decisions. Use when you need help with PM documentation, analysis, or planning workflows that integrate with your codebase.

Process video files with audio extraction, format conversion (mp4, webm), and Whisper transcription. Use when user mentions video conversion, audio extraction, transcription, mp4, webm, ffmpeg, or whisper transcription.

Implement Kubernetes Pod Security Admission (PSA) with controlled policy rollout (`audit`, `warn`, `enforce`) to raise workload security posture without destabilizing operations.

Manage Infrastructure as Code changes through deterministic plan/apply validation, policy gates, and drift-aware operations.

When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions 'pricing,' 'pricing tiers,' 'freemium,' 'free trial,' 'packaging,' 'price increase,' 'value metric,' 'Van Westendorp,' 'willingness to pay,' 'monetization,' 'how much should I charge,' 'my pricing is wrong,' 'pricing page,' 'annual vs monthly,' 'per seat pricing,' or 'should I offer a free plan.' Use this whenever someone is figuring out what to charge or how to structure thei...

When the user needs a comprehensive marketing plan for a client, a company they advise, or their own product. Also use when the user mentions "marketing plan," "growth plan," "GTM plan," "go-to-market plan," "AARRR plan," "90-day marketing plan," "12-month marketing roadmap," "fractional CMO plan," or "fCMO plan." Generates an exhaustive 13-section plan structured by AARRR (Acquisition, Activation, Retention, Referral, Revenue), customized to the client's current budget, team, and stage, mapp...

When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions "engineering as marketing," "free tool," "marketing tool," "calculator," "generator," "interactive tool," "lead gen tool," "build a tool for leads," "free resource," "ROI calculator," "grader tool," "audit tool," "should I build a free tool," or "tools for lead gen." Use this whenever someone wants to build something useful and gi...

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 produc...

Build and leverage online communities to drive product growth and brand loyalty. Use when the user wants to create a community strategy, grow a Discord or Slack community, manage a forum or subreddit, build brand advocates, increase word-of-mouth, drive community-led growth, engage users post-signup, or turn customers into evangelists. Trigger phrases: \"build a community,\" \"community strategy,\" \"Discord community,\" \"Slack community,\" \"community-led growth,\" \"brand advocates,\" \"us...

When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies. Also use when the user mentions 'churn,' 'cancel flow,' 'offboarding,' 'save offer,' 'dunning,' 'failed payment recovery,' 'win-back,' 'retention,' 'exit survey,' 'pause subscription,' 'involuntary churn,' 'people keep canceling,' 'churn rate is too high,' 'how do I keep users,' or 'customers are leaving.' Use this whenever someone is losing subscriber...

Reusable skill defining the eight-hop traceability chain (Requirement → Jira → ADR → Technical Specification → Implementation → Tests → PR → Release), the link fields each artifact must carry, and the validation checks that detect breaks. Owned by ba:trace; read by quality:observe.

Complete guide to OpenTelemetry for observability in distributed systems. Covers tracing, metrics, logs, instrumentation, Spring Boot integration, Jaeger/Prometheus exporters, context propagation, and production patterns.

Reusable skill module for SQL Server T-SQL development. Covers version detection, stored procedure templates, NOLOCK explained clearly, query optimisation, indexing, security, and mandatory test script generation.

Comprehensive error handling patterns across Java, Python, and JavaScript/React. Covers custom exceptions, try-catch patterns, logging, error recovery, and resilience.

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