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.
-
thecraighewitt Skill Cold CallWhen the user wants to write cold call scripts, handle phone objections, plan dial blocks, or craft voicemails. Also use when the user says 'cold call script,' 'phone script,' 'phone prospecting,' 'voicemail script,' 'call opener,' 'gatekeeper script,' 'dial block,' 'cold calling,' 'SDR script,' 'outbound calling.' For multi-channel sequence design, see outbound-sequence. For post-call analysis, see call-debrief. For discovery call planning, see discovery-call.
-
thecraighewitt Skill Call DebriefWhen the user wants to debrief a sales call, analyze a call transcript, extract action items, or review what happened on a prospect call. Trigger phrases: 'debrief this call,' 'analyze my call notes,' 'what happened on that call,' 'review this transcript,' 'I just got off a call,' 'how did my call go,' 'call recap,' 'post-call review,' 'grade this call.' For pre-call planning, see discovery-call. For tracking deal health over time, see pipeline-review. For analyzing patterns across closed deals, see win-loss-analysis.
-
jaykim88 Bundle Career CompassAI-powered career path analysis with 8-agent pipeline. Use when user says "analyze my career", "career path recommendation", "career compass", "transition to [role]", "career guidance", or wants personalized career roadmap.
-
shiiman Skill Marketplace Toggleマーケットプレイスのソースを dev(directory)/ prd(git)に切り替える。「マーケットプレイス切替」「marketplace toggle」「dev モード」「prd モード」「ローカル開発モード」「開発モード切替」「マーケットプレイス dev」などで起動。
-
thecraighewitt Skill Discovery CallWhen the user wants to plan a discovery call, build discovery questions, qualify a lead, or prep for a first call with a prospect. Also use when the user says 'prep for a discovery call,' 'write discovery questions,' 'help me qualify this deal,' 'qualify a lead,' 'first call with a prospect,' 'initial meeting.' For deep buyer research before the call, see buyer-persona. For post-call analysis, see call-debrief.
-
thecraighewitt Skill Prospect ResearchWhen the user needs to research a prospect before a sales call, wants a pre-call intelligence brief, needs to understand a potential customer or partner, or says things like 'research this company,' 'I have a call with [company],' 'what should I know about,' 'prep me on this prospect,' 'look into [company] before my call.' For discovery call planning, see meeting-prep.
-
jaykim88 Skill Planning InterviewConducts adaptive product planning interviews to generate comprehensive service documentation in a unified flow. Covers PRD (Lean Canvas / Product Brief / Full PRD), User Journey Map, Technical Specification, and Wireframe Specification. Mode determines interview depth; user selects which documents to generate. Use when user says "planning interview", "PRD", "기획해줘", "전체 기획", "서비스 기획", "기획부터 스펙까지".
-
fr-e-d Bundle Eval RunEvaluate any output file against a structured evals.yaml assertions file and produce a score report with per-assertion pass/fail results. Activate when the Discovery Agent runs the Skill Optimize protocol to measure output quality or detect regressions after skill instruction changes.
-
fr-e-d Skill Memory IngestTransform validated knowledge into structured long-term memory. Activate after Bootstrap scan, after Discovery produces validated artefacts, or after architecture insights are available.
-
fr-e-d Skill Memory RefreshPeriodic memory maintenance — archive session files, convert recurring knowledge into summaries, update the memory index. Activate at end of a major phase (Discovery complete, sprint done) or when memory spans many sessions. For emergency context-window pressure mid-task, use memory-compact instead.
-
fr-e-d Skill Create PrdProduce a lightweight strategic PRD that defines product vision, user problem, value hypothesis, success metrics, and scope boundaries. Activate only when starting a new product, launching a major initiative, or facing strategic uncertainty.
-
brixtonpham Skill BrainstormTransform vague ideas into clear requirements through collaborative discovery. Use when user requests "brainstorm", "explore", "discuss", "figure out", or expresses uncertainty like "maybe", "thinking about", "could we".
-
fr-e-d Bundle Pattern TransferDiscover structurally similar patterns across domains, assess transfer viability via structural invariant checking, and propose domain adaptations with risk gates. Activate when Discovery identifies a problem that may have been solved in another domain.
-
fr-e-d Skill Refine ScopeIteratively refine Discovery artefacts (plans, epics, stories) when feedback, ambiguity, or uncertainty is detected. Activate when artefacts are incomplete, acceptance criteria are missing, or human feedback highlights gaps.
-
fr-e-d Skill Review InputAdversarial review of any input (human idea, agent analysis, research report, feedback, observation) BEFORE it mutates persistent project state. Universal interceptor with domain auto-detection, 2-phase classification + evaluation, and triple-verdict output (veracity / fit / actionability). Anti-girouette guardrail that distinguishes drift from pivot — preserves human decisional authority. Manual invocation only (no hooks, no enforcement). Activate when an input may affect strategic-frame.md, a DEC, an OT, an architecture/pattern doc, an agent definition, a backlog story scope/AC/wedge field, or user-facing copy.
-
fr-e-d Skill Generate EpicsTranslate product intent or a PRD into a small set of outcome-driven Epics (3–7 max). Activate when starting a new product, adding a significant feature domain, or breaking down a PRD into actionable user outcomes.
-
fr-e-d Skill Decision ExtractionIdentify and formalize durable product and technical decisions from agent outputs into long-term memory. Activate after Discovery produces artefacts, Delivery resolves trade-offs, or product direction materially changes.
-
duncan-buildroom Bundle Claude OrientationTells you exactly what to build first with Claude Code, and gives you tonight's one next move instead of a pile of ideas. Figures out where you are on the 9-stage beginner arc, picks ONE build, and saves a 30-day roadmap you can reopen every night. Use when the user says "I just installed Claude Code", "now what", "what should I build first", "where do I start", "I don't know what to do with this", "I have too many ideas", "what's my first project", "help me get started", "/claude-orientation", or when someone is clearly bouncing between projects and finishing none.
-
fr-e-d Skill Memory Delta TriageApply three deterministic heuristics to a single memory-delta file to produce a structured verdict block; invoke memory-ingest on ACCEPTED candidates only in validate mode. Activate when Discovery processes a raw memory-delta from contexts/artefacts/memory-deltas/.
-
fr-e-d Skill Generate StoriesTranslate a single Epic into clear, actionable User Stories with explicit acceptance criteria. Activate when an Epic is defined and work needs to be prepared for Delivery execution.
-
fr-e-d Skill Gaai Oss StatusSummarize current GAAI OSS project state, including backlog, memory, rules, skills, and framework health.
-
fr-e-d Skill Friction RetrospectiveScan delivery artefacts for friction log entries, detect recurring patterns, and produce retrospective reports. Invoked by Discovery Agent (never by Delivery) to identify systemic improvement opportunities from friction captured during delivery.
-
fr-e-d Skill Memory Alignment CheckAfter QA PASS, compare the Story's implementation footprint against relevant memory entries. Reports confirmed entries, contradictions, and new knowledge candidates. Never writes to memory — produces a delta report for Discovery to action.
-
fr-e-d Bundle Validate ArtefactsValidate that all Discovery artefacts (Epics, Stories) are clear, governed, complete, and safe to pass into Delivery. Activate after generating Epics or Stories and before any Delivery planning. This is the mandatory Discovery → Delivery gate.
-
fr-e-d Skill Gaai Oss DeliverImplement validated GAAI OSS backlog Stories by activating the Delivery Agent and applying backlog-first delivery rules.
-
fr-e-d Skill Gaai Oss DiscoverActivate the GAAI OSS Discovery Agent to clarify intent and produce governed artefacts such as PRDs, Epics, Stories, and decisions.
-
fr-e-d Skill Memory Archive SupersededMigrate a superseded DEC's index rows from active `index.md` to `archive/superseded-decisions.archive.md`. Idempotent. Discovery-only — never invoked by daemon delivery. Updates DEC frontmatter as canonical source of truth.
-
fr-e-d Skill Review Story AlignmentAdversarial review of generated stories against the Discovery Session Brief, referenced DECs, and Epic DoR. Detects contradictions, omissions, and intent drift BEFORE stories reach Delivery. Produces a structured verdict (PASS/FAIL) with specific findings per story. Triggers after generate-stories, before backlog registration as refined.
-
fr-e-d Skill Discovery High Level PlanTransform vague or high-level human intent into a governed Discovery action plan. Activate when intent is unclear, broad, or when multiple discovery steps are required before any artefact is created.
-
89jobrien Skill Ralph Tui PrdGenerate a Product Requirements Document (PRD) for ralph-tui task orchestration. Creates PRDs with user stories that can be converted to beads issues or prd.json for automated execution. Triggers on: create a prd, write prd for, plan this feature, requirements for, spec out.
-
89jobrien Skill Ralph Tui Create JSONConvert PRDs to prd.json format for ralph-tui execution. Creates JSON task files with user stories, acceptance criteria, and dependencies. Triggers on: create prd.json, convert to json, ralph json, create json tasks.
-
89jobrien Skill Ralph Tui Create BeadsConvert PRDs to beads for ralph-tui execution. Creates an epic with child beads for each user story. Use when you have a PRD and want to use ralph-tui with beads as the task source. Triggers on: create beads, convert prd to beads, beads for ralph, ralph beads.
-
treasure-data Bundle ActivationConfigures CDP activations for exporting segment/journey audiences to external destinations. Covers connection discovery, activation YAML structure, schedule options (daily/weekly/monthly/cron), column selection with masking, multi-table behavior data export (join up to 4 behavior tables via `behaviors:`), and notifications. Use when setting up destination exports for segments, configuring journey activation steps, or setting up schedules and column mappings. Always run `tdx connection list` and `tdx connection schema` first.
-
meaningfy-ws Bundle Decision PackageProduce the Decision Package — the paid keystone deliverable of a semantic/data consulting engagement's P1 Decision Phase. Use to write the recommendation, the in/out scope, the sequenced (pilot → scale) roadmap, the buy/build/defer decisions, and the ready-to-contract execution brief that hands off to the build/architecture tier. The unit of value is decision-readiness; the artefact sits ABOVE architecture (it justifies and scopes the build before a repo exists). Triggers — "produce a decision package", "write the recommendation / scope / roadmap / buy-build-defer", "decision-readiness deliverable", "execution brief for the build", "scope this engagement", "Semantic Readiness & Direction / Decision Foundation deliverable". This skill PRODUCES the artefact; it does NOT coach the engagement design or hold the free→paid line (that is semantic-consulting-coach — "produce" vs "coach"). Not for free P0 orientation, not for delivery artefacts (an ontology, a mapping), not for code architecture.
-
89jobrien Skill Requirements ElicitationSystematic workflow for extracting complete, unambiguous specifications from incomplete or ambiguous inputs. Orchestrates question-driven elicitation, multi-stakeholder analysis, and systematic completeness verification. Use when gathering requirements, reviewing specs, or when facing unclear stakeholder intent.
-
forgivesam168 Skill PrdGenerate high-quality Product Requirements Documents (PRDs) for software systems and AI-powered features. Includes executive summaries, user stories, technical specifications, and risk analysis.
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 ralph-tui-prd, ralph-tui-create-json, ralph-tui-create-beads. 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.