Product & Planning

planifest Bundle

Design executable acceptance criteria for approved requirements by converting goals/specs into binary pass/fail checks with observable outcomes. Use when implementation handoff, QA validation, or release decisions need testable criteria for stable `REQ-*`/`NFR-*` baselines; do not use for requirement discovery, prioritization, or sprint slicing.

planifest Bundle

Requirement prioritization workflow for dependency-aware ranking and release cut-line decisions. Use when finalized requirement baselines need ordering under value, risk, and capacity constraints; do not use for requirement discovery.

planifest Bundle

Security incident workflow for triage, containment, eradication, and recovery evidence handling. Use when suspected or confirmed security incidents require coordinated response actions; do not use for proactive threat modeling or routine vulnerability backlog grooming.

richfrem Bundle

Tool Inventory Manager and Discovery agent (The Librarian). Auto-invoked when tasks involve registering tools, searching for scripts, auditing coverage, or maintaining the tool registry. Combines ChromaDB semantic search with the Search → Bind → Execute discovery protocol. V2 includes L4/L5 Constraints to prevent hallucination.

samarv Skill

A framework for balancing the discovery of new growth levers (Explore) with the systematic scaling of known successes (Exploit). Use this when your growth metrics have plateaued, when you have uncovered a surprising user insight, or when planning quarterly roadmaps to ensure you aren't just locally maximizing existing features.

samarv Skill

A framework for proactively managing your relationship with leadership by providing high-signal updates, eliminating surprises, and forcing alignment on trade-offs. Use this when you need to increase trust with your manager, align on changing priorities, or handle high-stakes stakeholder requests.

samarv Skill

Move from a tactical Product Owner (PO) role to a strategic Product Manager (PM) role. Use this skill when you are stuck in the "Build Trap," when your role is limited to backlog grooming, or when applying for PM roles at product-led tech companies.

samarv Skill

A high-velocity framework for identifying growth bottlenecks and validating product-market fit through direct observation. Use this during weekly team sprints, when momentum stalls, or when planning customer interviews.

samarv Skill

Systematize customer discovery by automating the sourcing and scheduling of research calls. Use this when you are starting a new discovery phase, feel disconnected from "raw" customer material, or need a steady stream of interviews without manual sourcing.

samarv Skill

Master the high-stakes social rules for founders and product leaders to build trust, project abundance, and maintain a "low heart rate" in professional environments. Use this when networking with VCs, attending industry events, or managing senior stakeholder communications.

samarv Skill

A framework for breaking through velocity plateaus by shifting from linear feature development to exponential platform speed. Use this when shipping speed has slowed as the team scaled, when competitors are out-pacing you, or when your roadmap feels like "death by a thousand cuts."

samarv Skill

A method for transitioning product management from "packaged intuition" to a scientific discipline. Use this when facing conflicting stakeholder opinions (HIPPO), when product strategy feels stalled by guesswork, or when you need to democratize decision-making across a team.

samarv Skill

A two-part workflow to diagnose product friction through collective empathy and resolve it via dedicated "Love Sprints." Use this when the team has lost empathy for new users, when "UX paper cuts" are accumulating, or when the roadmap is too focused on 1% metric shifts at the expense of delight.

samarv Skill

A set of rituals and mental models to prevent teams from getting bogged down in incremental work. Use this when your roadmap feels purely reactive, when you need to unlock 10x-100x growth opportunities, or when planning the next fiscal year/quarter.

samarv Skill

A customer-centric framework for product discovery and validation. Use this when pitching a new product or feature, seeking executive buy-in for a major initiative, or when you suspect a team is building a solution in search of a problem.

samarv Skill

Evaluate if a team is operating in "Product Management Theater" and apply the Product Operating Model to shift from output (features) to outcomes (solving business problems). Use this when starting a new PM role, assessing team performance, or transitioning from a feature-team roadmap to an empowered discovery process.

samarv Skill

A framework for PMs to establish credibility and influence with senior or skeptical stakeholders. Use this when you are the youngest person in the room, entering a new functional domain, or needing to win over seasoned experts who doubt your experience.

iamwaqargulzar Bundle

Use when the user asks to "score this influencer", "rank these creators for our campaign", or "tell me which influencer is the best fit"; produces the typed STAR Suitability (S) read plus a separately labeled campaign-fit ranking without mixing campaign-specific commercial fit into the Suitability read. Not for finding new influencers — use influencer-discovery; not for sending outreach — use outreach-manager. 达人适配度评分/创作者筛选排名

iamwaqargulzar Bundle

Use when the user asks to "track rankings" or "查排名"; measures keyword and SERP-position deltas over time from provided exports or connected tools, including AI-response checks. Not for multi-metric stakeholder reports or setting alerts — use performance-monitor (report or alert mode). 排名追踪/SERP监控

iamwaqargulzar Skill

Crawl, map, or scrape websites with Firecrawl when an authorized connector is available. Use for JavaScript-rendered pages, site inventories, broken-link discovery, and bounded multi-page SEO collection.

iamwaqargulzar Bundle

Use when the user asks to "analyze the SERP" or "SERP分析"; maps SERP features, layout, ranking factors, search intent, AI Overviews, and snippet opportunities for a query. Not for keyword demand discovery — use keyword-research. SERP分析/搜索结果

iamwaqargulzar Bundle

Use when the user asks to "find trending topics", "what trends should my brand jump on", or "time a campaign around a cultural moment"; produces a ranked trend report with brand-fit scores, format calls (rising/peak/declining), a cultural calendar, and go/skip recommendations. Not for finding the creators to run those trends — use influencer-discovery; not for building the brand posting calendar from a go verdict — use social-calendar-builder. 热点趋势洞察/借势营销

iamwaqargulzar Bundle

Use when the user asks to "calculate influencer ROI", "prove campaign value", or "what was our ROAS"; produces direct ROI/ROAS, earned media value, attribution-modeled revenue, LTV-based ROI, and a stakeholder-ready summary. Not for building the full slide/written report — use report-generator. 达人营销ROI计算/投资回报测算

iamwaqargulzar Bundle

Use when the user asks to "analyze my target audience", "build an audience profile for influencer targeting", "research a niche community", or "deep-dive a subculture before partnering with creators"; in audience mode produces demographic/psychographic profiles, a platform-priority matrix, named personas, and an influencer-selection criteria set, and in niche mode produces a community map, culture decode (language/norms/taboos), key-voice tiers, a Brand Fit Score, and a phased entry strategy. Not for finding specific creators to contract — use influencer-discovery; not for scoring a shortlist on Suitability — use fit-scorer. 目标受众画像/人群分析 · 细分社群/亚文化调研

iamwaqargulzar 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.

iamwaqargulzar Bundle

Use when the user asks to "optimize our landing page for influencer traffic", "fix our promo-code landing page", or "improve conversion from a creator campaign"; produces a message-match audit, page-structure and social-proof recommendations, a promo-code/CTA conversion plan, and an A/B test roadmap. Not for measuring campaign results after launch — use performance-analyzer. 落地页优化/达人流量转化提升

deciqai Skill

Activate when: a founder is about to talk to customers/users to validate an idea; 'I asked people and they loved it', 'how do I run customer interviews', 'is there demand for this?', pre-PMF discovery. Do NOT activate when: the question is quantitative A/B testing on an existing product (use analytics), or the decision needs no customer input. More: deciqai.com/s/the-mom-test

deciqai Bundle

Activate when: user asks 'what produces the most good,' 'who benefits and who gets hurt,' 'what's the net impact,' 'is this worth the trade-off,' 'what does the greatest good mean here'; user needs to evaluate a policy, product, or organizational decision that affects multiple parties differently; user is performing cost-benefit analysis or ethical trade-off evaluation. Do NOT activate when: the decision involves a single party with no stakeholder trade-offs (use expected-value-and-kelly instead); the question is purely about intrinsic rights or deontological constraints with no welfare aggregation needed. More: deciqai.com/s/utilitarianism

deciqai Bundle

Activate when: user says 'set OKRs', 'write objectives and key results', 'our goals aren't measurable', 'teams are hitting targets but the business isn't moving', 'we need stretch goals', 'align teams around quarterly goals', or mentions Doerr / Measure What Matters. Do NOT activate when: the team is under ~10 people with informal alignment that works fine; output is genuinely uncertain (deep R&D, research labs) making 'achieve X by Q3' structurally impossible. More: deciqai.com/s/okr-goal-setting

deciqai Bundle

Activate when: user says 'Pareto,' '80/20,' 'vital few,' 'long tail,' 'where is the leverage'; a team is treating many items as equally important; a backlog has no triage; growth efforts are spread thin across too many initiatives. Do NOT activate when: fewer than ~6 items total (no distribution to analyze); safety-critical or regulatory contexts where every item must be addressed regardless of frequency. More: deciqai.com/s/pareto-principle

deciqai Skill

Activate when: running sales discovery calls; deals stall because the buyer doesn't feel the pain; 'how do I run a sales call', 'my demos don't convert', qualifying a prospect. Do NOT activate when: the deal is transactional/self-serve with no call, or it's post-sale support. More: deciqai.com/s/discovery-call-spin

deciqai Bundle

Activate when: user says 'why aren't users doing X despite saying they would', or 'our survey scores are high but churn is high', or 'we shipped a feature that tested well but nobody uses it', or 'we have conflicting signals from research', or 'I can see the drop-off point but don't know why'. Do NOT activate when: the product has no real users yet (use lean-startup / jobs-to-be-done instead); or the purchase is a multi-stakeholder B2B enterprise deal (use principal-agent / signaling-games instead). More: deciqai.com/s/user-insight-engine

deciqai Skill

Activate when: a team ships features on opinion instead of evidence; 'we need a discovery habit', 'how often should we talk to users', building a product roadmap; connecting weekly customer contact to decisions. Do NOT activate when: pre-first-customer (use the-mom-test first) or the org has no product to iterate. More: deciqai.com/s/continuous-discovery

deciqai Bundle

Activate when: user says 'everyone is working hard but results are flat', 'where is our bottleneck', 'we keep adding capacity but throughput doesn't improve', 'backlog piling up at one stage', 'Goldratt / TOC / Five Focusing Steps', or is designing a process-improvement initiative and wants to know where to invest. Do NOT activate when: the system is single-step with no dependencies; the constraint is purely demand-side and supply-side analysis is irrelevant. More: deciqai.com/s/theory-of-constraints

joogy06 Skill

Use when the user asks about managing up, influence without authority, executive sponsorship, stakeholder management, team building, executive presence, situational leadership, leading change, or the technical-to-strategic transition for IT professionals in finance/banking. Part of the career-* skill family.

joogy06 Bundle

Use when checking what knowledge sources are available (wikis, docs, Confluence, Jira, vector stores, internet), determining grounding mode (internal-only vs full), routing queries to the best source, or flagging ungrounded answers. Covers source discovery, air-gap detection, grounding tiers (verified/grounded/inferred/training-only), and strict_airgap enforcement.