Product & Planning
Product & planning agent skills structure the thinking side of building: specs, PRDs, user stories, roadmaps, and prioritization frameworks. Install one and your AI agent produces planning documents with the same rigor and format every time.
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danielmiessler Bundle IsaOwns the Ideal State Artifact — the primitive holding a project or task's articulated ideal state; scaffolds, interviews, grills a half-formed idea into shape via checkpointed discovery, scores completeness, reconciles feature excerpts to master, seeds from a repo, and appends decisions/changelog/verification across a locked seventeen-section order. USE WHEN ISA, ISC, ideal state, ideal state criteria, project specification, hill-climb, articulating done, fog, not yet specified, grill me, discovery interview. NOT FOR creating new skills (use CreateSkill).
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danielmiessler Bundle TeachInteractive voice-narrated tutorial on whatever the current conversation is about — teaches the topic beat by beat with ASCII diagrams in the terminal while speaking the actual lesson content aloud, asking one question per beat and quizzing until the ideas land. USE WHEN teach me, /teach-me, tutorial, teach me this, walk me through this interactively, explain this like a lesson, learn mode, quiz me, help me actually understand what we just did. NOT FOR plain written explanations with no dialogue (just answer directly), authored/published content, or discovery interviews that shape a half-formed idea (use grill-me).
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danielmiessler Bundle NoveltyEvolutionary explanation-discovery engine for hard-to-vary causal theories of unknown phenomena. USE WHEN develop a new theory, explain a mystery, solve an explanatory gap, discover a mechanism, consciousness, origin, or scientific breakthrough. Also use for multi-cycle creative exploration. NOT FOR a single-pass divergent brainstorm (use BeCreative) or delivery validation alone (use Evals).
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jezweb Skill RoadmapPlan and execute entire application builds. Generates phased delivery roadmaps, then executes them autonomously — phase by phase, committing at milestones, deploying, testing, and continuing until done or stuck. Modes: plan (generate roadmap), start (begin executing), resume (continue from where you left off), status (show progress). Triggers: 'roadmap', 'start building', 'resume the build', 'keep going', 'build the whole thing', 'execute the roadmap', 'what phase are we on'.
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jezweb Skill Deep ResearchDeep research and discovery before building something new. Explores local projects for reusable code, researches competitors, reads forums and reviews, analyses plugin ecosystems, investigates technical options, and produces a comprehensive research brief. Three depths: focused (30 min), wide (1-2 hours), deep (3-6 hours). Triggers: 'research this', 'discovery', 'explore the space', 'what should I build', 'competitive analysis', 'before I start building', 'research before coding'. Not for cited fact-checking research reports (a separate harness does those); this is pre-build product discovery.
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tiangong-ai Bundle Gdelt Doc SearchSearch GDELT DOC 2.0 through the Tiangong CLI for bounded article metadata, timeline aggregates, or tone-distribution bins using linted GDELT query syntax and optional split domain filters. Use for news-source discovery and trend reconnaissance; do not use for article bodies, raw GDELT event/GKG/mention rows, representative media measurement, fact verification, sentiment ground truth, or causal inference.
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tiangong-ai Bundle Usgs Water Iv FetchRetrieve USGS WaterServices instantaneous station observations through the Tiangong CLI for one bounded numeric area or an explicit site list and one bounded time selector. Use for streamflow, gage-height, or other USGS time-series measurements with qualifiers; do not use for station discovery, daily values, flood-stage classification, forecasts, hazard advice, or workflows that require guaranteed service after the legacy API retires.
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tiangong-ai Bundle Youtube Video SearchDiscover bounded public YouTube video metadata through the Tiangong CLI and enrich selected candidates with public details and statistics. Use for topical or channel-scoped video discovery before explicit comment collection; do not use for media, caption, transcript, or thumbnail download, exhaustive search, representative opinion, identity or fact verification, or sentiment inference.
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tiangong-ai Bundle Tiangong Kb Sci SearchPerform one isolated owner-requested SCI search outside Tiangong Auto Research, or provide SCI method guidance when Auto Research discovery invokes the locked broker capability. Searches only `sci`. If an ancestor contains `.tiangong-research` and the request is open-ended, multi-source, analytical, builds on prior outputs, or produces a conclusion/artifact, route to `tiangong-auto-research` and do not execute this standalone wrapper. Inside a managed workspace, standalone use requires the user's explicit isolated-query request and `execution_mode=standalone`.
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tiangong-ai Bundle Youtube Comments FetchFetch bounded visible public YouTube top-level comments and optional complete-within-limits replies for explicit video IDs through the Tiangong CLI. Use after selecting videos when a task needs public discussion text; do not use for video discovery, private or moderation data, unbounded harvesting, representative opinion, identity or fact verification, demographic inference, or sentiment ground truth.
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tiangong-ai Bundle Gdelt Web Ngrams SearchFind news article links containing literal words or short phrases in an explicit GDELT Web NGrams/TOC minute pair through the Tiangong CLI. Use for file-based topic discovery, including an explicitly selected alternative when DOC search is unavailable. Do not use for DOC query operators, sentiment timelines, full article text, relevance ranking, or complete time-range coverage from a single minute.
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tiangong-ai Bundle Regulationsgov Comment Detail FetchRetrieve curated public Regulations.gov comment details for explicit IDs through the Tiangong CLI. Use after comment discovery when a task needs comment text, docket/document linkage, dates, withdrawal or restriction state, organizational context, duplicate count, or optional attachment metadata; do not use to expose named personal-profile fields, download attachment bytes, submit comments, infer public sentiment, or make legal judgments.
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octagonai Bundle Kalshi Trading Bot CLIOperate the Kalshi Trading Bot CLI for prediction-market research, edge discovery, basket construction, backtesting, portfolio monitoring, and guarded trade execution. Use when the user mentions kalshi-trading-bot-cli, Kalshi CLI, prediction market trading workflows, market edge scans, basket sizing, or CLI-based Kalshi trading.
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alinaqi Skill Web ContentSEO and AI discovery (GEO) - schema, ChatGPT/Perplexity optimization
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product-on-purpose Bundle Deliver PrdCreates a comprehensive Product Requirements Document that aligns stakeholders on what to build, why, and how success will be measured. Use when specifying features, epics, or product initiatives for engineering handoff.
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product-on-purpose Bundle Utility Pm CriticRun adversarial review on a PM artifact via the pm-critic sub-agent. Returns findings graded P0/P1/P2/P3 with a concrete fix suggestion per finding and a machine-readable status block. Use after producing a PRD, meeting recap, OKR set, persona, or any PM artifact you want stress-tested before it ships.
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product-on-purpose Bundle Measure Okr GraderScores completed OKR sets at cycle close with KR-level scoring per the canonical OKR type enum (committed | aspirational | learning | operational_health | compliance_or_safety), committed-vs-aspirational interpretation, evidence quality assessment, learning synthesis, and next-cycle recommendations. Refuses to retroactively change targets or shrink committed scope, average away guardrail KRs, treat 0.7 as success for committed or compliance_or_safety KRs, equate effort with impact, or use scores for individual performance. Hands off to iterate-lessons-log, iterate-retrospective, define-hypothesis, measure-dashboard-requirements, measure-instrumentation-spec, and foundation-okr-writer.
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product-on-purpose Bundle Foundation Okr WriterDrafts, reviews, rewrites, and coaches outcome-based OKR sets across team, department, product, or company scopes. Supports five entry modes (Guided default, One-Shot via --oneshot, Sustained Coach, Audit Only, Rewrite). Diagnoses empowered-team context and adjusts framing; refuses to fabricate baselines or targets; refuses to use OKR scores for compensation; reframes feature-delivery KRs into outcome KRs. Use when planning quarterly OKRs, translating strategy into team outcomes, reviewing draft OKRs for quality, or converting roadmap-as-OKR drafts into proper OKR sets.
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product-on-purpose Bundle Discover Market SizingEstimate market opportunity (TAM, SAM, SOM) using multiple sizing frameworks (top-down, bottom-up, comparable company, analogous market). Triangulates across frameworks, highlights where they converge and diverge as signal, and produces a calibrated range with source-graded confidence labels. Refuses unbounded fabrications; always offers a labeled lower-confidence path when data is thin. Used for investment cases, go/no-go decisions, and stakeholder pitches.
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product-on-purpose Bundle Define Opportunity TreeCreates an opportunity solution tree connecting a desired outcome to customer opportunities and candidate solutions, preventing solution-first jumps in continuous discovery. Use when structuring scattered feature ideas or communicating how the roadmap traces to outcomes. For ranking an existing flat list of candidates, use define-prioritization-framework instead; this skill discovers the list, it does not score one.
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product-on-purpose Bundle Foundation Meeting BriefProduces a private strategic preparation document for the user before a meeting that matters. Captures stakes, stakeholder positions and reads, ranked desired outcomes, key messages, anticipated questions with prepared responses, risks and tensions, specific asks, and success signals. Distinct from meeting-agenda because this artifact is not shared with attendees; it is the user's personal tactical prep for meetings where positioning matters.
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product-on-purpose Bundle Iterate Refinement NotesDocuments backlog refinement session outcomes including stories refined, estimates, questions raised, and decisions made. Use during or after refinement to capture the results and share with absent team members.
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product-on-purpose Bundle Foundation Meeting AgendaProduces an attendee-facing agenda that sets what will be discussed, who owns each topic, and how time will be spent. Supports ten meeting type variants (standup, planning, review, decision-making, brainstorm, 1-on-1, stakeholder-review, project-kickoff, working-session, exec-briefing). Emits a shareable summary suitable for Slack or email plus a full agenda with time-boxed topics, type tags, owners, attendee prep, and logistics.
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product-on-purpose Bundle Discover Stakeholder SummaryMaps the people and groups with a stake in a project, documenting their needs, concerns, influence, and engagement approach. Use at project kickoff, when taking over from another PM, or when resistance signals misalignment. For the update you send to those stakeholders, use foundation-stakeholder-update instead; this skill maps them, that one talks to them.
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product-on-purpose Bundle Foundation Build Risk ReviewRuns a fast pre-build risk review on a product idea, feature request, or scope change, naming the single assumption most likely to make it fail and returning a clear verdict (build small, validate first, pivot first, or don't build yet) with a no-code validation step. Use before committing build effort, when triaging whether to honor a feature request, or when deciding whether to expand scope, ahead of writing a PRD. For a launched product's pivot-or-persevere decision, use iterate-pivot-decision instead.
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product-on-purpose Bundle Foundation Meeting SynthesizeCross-meeting archaeology skill. Consumes multiple meeting recaps (or raw notes) over a period and surfaces patterns invisible in any single meeting. Shows how decisions evolved, who has been saying what, where threads are stalling, and where contradictions have emerged. Produces a plain-text timeline, themes with confidence markers, stakeholder position tracking, consolidated decision list, contradiction flags, open items, narrative summary, and prioritized follow-ups.
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product-on-purpose Bundle Foundation Stakeholder UpdateProduces async communication to stakeholders, primarily non-attendees and secondarily some attendees who want a reference. Translates meeting outcomes into what-it-means language for readers, with channel variants (slack, teams, email, notion, exec-memo) and audience variants (engineering, design, leadership, customer-facing, mixed). Surfaces a primary CTA up front, flags technical-to-business translations for user verification, and detects thread continuation from prior updates.
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product-on-purpose Bundle Foundation Stakeholder BriefingsTurns any source artifact (spec, discovery, research, GTM plan, experiment results, retro, or raw notes) into one canonical master document plus a set of audience-tailored briefings, each re-pitched to a stakeholder lens (executive, board, engineering, UX, PMM, sales, CS, legal, data, or a custom audience). Every briefing is a traceable projection of the master, so the versions never disagree. Use when one piece of work must reach several audiences who each need a different framing, decision, and level of detail.
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scientiacapital Bundle Sdr Dial ListsDaily SDR dial-list builder for Edgar Marroquin + Vasil Ivanov (Tim's SDRs). Builds each SDR their own ranked callable queue every weekday morning — HubSpot-owned contacts first, callback-owed prospects from Nooks, vertical-matched cold ATL/BTL — each row carrying spec-accurate talking points + calibrated discovery questions sourced from the epiphan-call-playbook skill. The dial-list sibling to Tim's morning-brief; same engine, run for the SDRs. Read-only except per-SDR Slack DM + an optional HTML/XLSX artifact. Use when the user says "build SDR dial lists", "Edgar's call list", "Vasil's dial queue", "feed the SDRs", "SDR morning queue".
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scientiacapital Bundle Sdr Call CoachingWeekly SDR call-coaching loop for Tim (Sr. BDR coaching Edgar Marroquin + Vasil Ivanov). Pulls each SDR's real connected Nooks dials (recordingUrl) + external Clari calls from the report week, scores every coachable call against a 4-dimension rubric (Orlob discovery, opener + take-control, Epiphan spec accuracy, MEDDIC capture), and outputs a per-SDR coaching card (score, 2 wins, 2 fixes, verbatim quotes, recording links) + a team trend. Read-only everywhere except the final Slack DM to Tim and an optional coaching-notes Gmail draft. Built to run Friday ~11 AM CST so Tim reviews before the 5:30 PM KPI report.
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scientiacapital Bundle Sales RevenueEpiphan Video B2B sales - video capture/streaming lead qualification, pipeline metrics, MEDDIC discovery, and demo execution for Pearl devices, EC20 PTZ, and Epiphan Connect. Use for lead scoring, cold outreach to Higher Ed/Government/Corporate AV, and pipeline reviews.
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scientiacapital Bundle Ae Handoff BriefAuto-generate structured AE handoff briefs when Tim books a demo for Phil Sandler or Lex Evans. Packages MEDDIC scorecard, competitive intel, discovery notes, call transcripts, and next-best-action into a single document the AE can scan in 60 seconds. Increases demo-to-close rate by ensuring AEs walk in fully prepared. Use when: 'handoff to Phil', 'handoff to Lex', 'book demo for AE', 'ae brief', 'hand off [company]', 'prep handoff', 'pass to AE', 'transition [company] to Phil', 'transition [company] to Lex', 'demo booked for [company]'.
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scientiacapital Bundle Planning PromptsComprehensive skill for project planning and prompt engineering. Covers hierarchical plans (briefs, roadmaps, phases), Claude-to-Claude meta-prompts, and multi-stage workflows. Use when: planning, prompt creation, agentic pipeline work, project roadmap, meta-prompts, research to implement workflow.
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scientiacapital Bundle Cost Discovery CoachTurns the cost-of-inaction calculator's inputs into tight, killer discovery questions per vertical — JTBD job, Never-Split calibrated question, Challenger insight. Use when: discovery questions, how to ask, calculator discovery, cost of inaction questions, SDR call prep, what do I ask, qualify the room count, broadcast/live-events/corporate discovery.
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scientiacapital Bundle Post Demo AutomationAutomates post-demo follow-up sequence for Epiphan AEs: demo recap emails, internal debrief notes, meeting scheduling, stakeholder expansion, and 5-touch momentum plans.
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scientiacapital Bundle Meddic Call Prep AutoAuto-generate MEDDIC-structured call prep scripts from prospect context. Pulls HubSpot deal + contact data, Apollo enrichment, CRM activity history, and calendar context to build a complete demo/discovery brief in 60 seconds. Use when: 'call prep', 'prep me for', 'demo prep', 'discovery prep', 'meddic brief', 'prep [company]', 'get me ready for [company]'.
Frequently asked questions
What are Product & Planning agent skills?
Product & planning agent skills structure the thinking side of building: specs, PRDs, user stories, roadmaps, and prioritization frameworks. Install one and your AI agent produces planning documents with the same rigor and format every time.
Which Product & Planning skills are most installed?
Popular Product & Planning skills on SkillMD right now include ISA, Teach, Novelty. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do Product & Planning skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.