Produces a negotiation preparation map that separates both sides' positions from their underlying interests, anchors the accept-or-walk decision on a named, valued best…
Produces a pyramid that structures a recommendation answer-first - a single governing thought on top, a small set of MECE, deliberately ordered key arguments beneath it, and…
Routes an incoming consumer data request to the team that owns it, using the request type and the requester's state of residence, and reports the owner, the queue, and the…
Creates and improves Claude Code output styles (Claude-only response-mode definitions) to the Advanced Skill Library Standard.
Produces a criteria-weighted option matrix by comparing a set of options against weighted criteria, scoring each, surfacing the explicit tradeoffs, and recommending one while…
Scores completed OKR sets at cycle close with KR-level scoring per the canonical OKR type enum (committed | aspirational | learning | operational_health | compliance_or_safety),…
Run a repo-wide cross-cutting governance audit via the pm-skill-auditor sub-agent. Dispatches natively on Claude Code with the pm-skills plugin (invokes @agent-pm-skill-auditor);…
Produces a stock-flow map by separating a quantity that accumulates from the inflows and outflows that change it, then reasoning about the stock's trajectory from the net flow…
Recommend a voice, tone, style, and format combination from the catalog's stable entries for a described writing situation, then compose the prompt in the same step.
Produces a belief-update ledger that re-scores a standing inventory of open beliefs against newly arrived evidence on a cadence - each belief carrying a prior confidence, the…
Day 2 (Tuesday) move of a Design Sprint that structures lightning demos and the four-step independent solution sketch protocol (Notes, Ideas, Crazy 8s, Solution Sketch).
Audits the boundary judgments that silently define a problem frame. For each of four sources, who benefits, who decides, whose knowledge counts, who has standing, it contrasts the…
Produces a morphological field (a Zwicky box of independent parameters by their possible values) plus a cross-consistency-pruned set of internally consistent configurations.
Generates several genuinely different framings of an ambiguous problem by varying altitude, stakeholder, and goal-versus-implementation, then selects the most useful one to solve…
Produces an adversarial critique by constructing the strongest case against a proposal or thesis (the best objections an intelligent adversary would raise), then judging which…
Produces a backcast path by fixing a vivid desired future state and reasoning backward through the milestones and preconditions required to reach it, ending at the next concrete…
Produce a customer journey map covering stages, touchpoints, emotional curve, pain points, moments of truth, and opportunity annotations.
Generates ideas the way silent parallel brainwriting does, producing several independent idea streams that build on each other without anchoring on the first voice, then…
Creates, triages, and prunes a plugin's two backlogs (new-component proposals and enhancements) to the Advanced Skill Library Standard.
Creates a concise one-page solution overview that communicates the proposed approach, key decisions, and trade-offs.
Produces an iceberg that moves a problem down four levels of causation - from the visible event, to the pattern over time, to the underlying structures, to the mental models that…
Produces a reversibility classification that triages a decision before any analysis - labeling it a reversible two-way door or a hard-to-reverse one-way door - and matches the…
Produces a constraint-intervention plan that names the single binding constraint capping a system's throughput and attaches its exploit, subordinate, and elevate decisions, after…
Creates a clear problem framing document with user impact, business context, and success criteria. Use when starting a new initiative, realigning a drifted project, or…
Creates and improves workflows (an ordered multi-skill arc) for a plugin to the Advanced Skill Library Standard.
Generates a structured set of variations on an existing idea, product, or process by running it through seven transformation prompts (substitute, combine, adapt, modify, put to…
Creates an opportunity solution tree mapping desired outcomes to opportunities and potential solutions.
Structured group-decision mechanic that captures silent ideation, voting summaries, and Decider sign-off in a single bundled artifact.
Cross-meeting archaeology skill. Consumes multiple meeting recaps (or raw notes) over a period and surfaces patterns invisible in any single meeting.
Produces a three-curve transition map (a declining present H1, a contested middle H2 read in two directions, an emerging future H3) with the actor located in it.
Creates and maintains a plugin's decision records (MADR ADRs) and RFCs in docs/internal, and the summary TL;DR companion for long decision docs.
Teaches PMs to create syntactically valid mermaid diagrams by selecting the right diagram type for their communication need, following syntax validity rules, and validating before…
Researches a thinking framework end to end and produces a schema-valid proposed registry entry plus a learning dossier, grading the evidence on the seven-tier model and assessing…
Evaluates one short defeasible argument by classifying it as a stereotyped reasoning scheme (appeal to expert opinion, analogy, sign, cause to effect, consequences, popular…
Designs an A/B test or experiment with clear hypothesis, variants, success metrics, sample size, and duration.
Checks whether a decision has genuine minority dissent or only smooth surface consensus, identifies who actually holds a contrary view, and plans how to elicit and protect real…
Evaluates competing actions under uncertainty by building a decision tree of choice and chance nodes, placing explicit probabilities on outcomes the decider does not control,…
Produces a clustered theme map that groups many raw notes, observations, quotes, or data points bottom-up into a small set of named, traceable themes (the KJ method).
Draft CHANGELOG entries from git log via the pm-changelog-curator sub-agent. Dispatches natively on Claude Code with the pm-skills plugin (invokes @agent-pm-changelog-curator); on…
Converts a conditional-probability or base-rate question into natural frequencies over a concrete population (for example 9 of 1000) to compute the correct posterior and expose…
Specifies requirements for an analytics dashboard including metrics, visualizations, filters, and data sources.
Creates a comprehensive pre-launch checklist covering engineering, design, marketing, support, legal, and operations readiness.
Creates a Jobs to be Done canvas capturing the functional, emotional, and social dimensions of a customer job.
Analyze survey results into actionable PM insights. Produces persona segmentation, hypothesis validation status, thematic clustering of open-text responses, statistical confidence…
Guides a contributor from a workflow idea to a complete Workflow Implementation Packet (draft workflow file, draft workflow command, cross-cutting update checklist) in a staging…
Converts a stuck trade-off into a contradiction to dissolve rather than a compromise to settle for. Names the two conflicting requirements, states an implementation-free Ideal…
Documents the results of a time-boxed technical or design exploration (spike). Use after completing a spike to capture learnings, findings, and recommendations for the team.
Produce a comprehensive, evidence-grounded prioritized action plan from any PM input (notes, transcripts, drafts, executive asks, Slack threads, or a raw situation).
Produces a worked three-framework analysis of a topic. Ranks the library's thinking frameworks for relevance, applies the top three so each emits its real artifact, and reconciles…
Documents backlog refinement session outcomes including stories refined, estimates, questions raised, and decisions made.
Day 3 (Wednesday) move of a Design Sprint that runs the art museum layout, heat map, speed critique, straw poll, Decider supervote, rumble-vs-all-in-one decision, and the…
Generates user stories with clear acceptance criteria from product requirements or feature descriptions.
Creates a structured competitive analysis comparing features, positioning, and strategy across competitors.
Produces a binary-vote comparison matrix (every pair judged A-beats-B), a derived ranking, and a consistency check, ordering options without any criteria axis or absolute scoring.
Generates professional presentations from a JSON deck specification using 18 slide types with dark/light variants, content-to-layout decision logic, and calibrated character…
Documents the results of a completed experiment or A/B test with statistical analysis, learnings, and recommendations.
Documents a strategic pivot or persevere decision with the evidence, analysis, and rationale. Use when evaluating whether to change direction on a product, feature, or strategy…
Run adversarial review on a PM artifact via the pm-critic sub-agent. Dispatches natively on Claude Code with the pm-skills plugin (invokes @agent-pm-critic); on non-Claude clients…
Generates structured Given/When/Then acceptance criteria for a user story or feature slice. Use when translating product requirements into testable scenarios that cover the happy…
Produces an ethical matrix, a grid that cross-references affected parties (rows, deliberately including voiceless ones such as future generations and the environment) against…