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…
Creates a comprehensive Product Requirements Document that aligns stakeholders on what to build, why, and how success will be measured.
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).
Produces a veiled-decision comparison that decides a values trade-off as if the decider had an equal chance of being any affected party, under an explicit decision rule, then…
Turns 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…
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.
Pre-sprint diagnostic that determines whether a team should run a Design Sprint now, postpone it, or do prerequisite work first.
Designs an A/B test or experiment with clear hypothesis, variants, success metrics, sample size, and duration.
Cross-meeting archaeology skill. Consumes multiple meeting recaps (or raw notes) over a period and surfaces patterns invisible in any single meeting.
Creates and improves Claude slash commands (commands/<name>.md) that map to a skill, to the Advanced Skill Library Standard.
Synthesizes user research interviews into actionable insights, patterns, and recommendations. Use after conducting user interviews, customer calls, or usability sessions to…
Estimate market opportunity (TAM, SAM, SOM) using multiple sizing frameworks (top-down, bottom-up, comparable company, analogous market).
Selects and fills a researched product-document template from a 26-bundle library covering the full product lifecycle, then grades the result against that document type's own…
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 a criteria-weighted option matrix by comparing a set of options against weighted criteria, scoring each, surfacing the explicit tradeoffs, and recommending one while…
Produces a known-unknowns ledger by enumerating the relevant evidence not in hand, the variables that bear on a judgment but are unknown or unobservable, rating each unknown by…
Converts a strategy, option, or contested claim into the specific conditions that would have to be true for it to be the best choice, rates each condition's confidence, and…
Specifies event tracking and analytics instrumentation requirements for a feature. Use when defining what data to collect, ensuring consistent tracking implementation, or…
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 structured after-action review by comparing what was expected against what actually happened, diagnosing why the gaps occurred, and converting them into specific owned…
Produces an annotated reasoning trace that reconstructs how a conclusion was reached, from the observable data, to the data actually selected, to the meaning and assumptions…
Evaluates rival causal explanations of a single case by typing each piece of within-case evidence by its diagnosticity (hoop, smoking-gun, straw-in-the-wind, doubly-decisive…
Produces a prioritized, evidence-graded Thinking Plan that diagnoses which thinking frameworks a situation actually needs - the dominant cognitive job, a short sequence of the…
Produces async communication to stakeholders, primarily non-attendees and secondarily some attendees who want a reference.
Documents the results of a completed experiment or A/B test with statistical analysis, learnings, and recommendations.
Produce a customer journey map covering stages, touchpoints, emotional curve, pain points, moments of truth, and opportunity annotations.
Produces an ethical matrix, a grid that cross-references affected parties (rows, deliberately including voiceless ones such as future generations and the environment) against…
Generates professional presentations from a JSON deck specification using 18 slide types with dark/light variants, content-to-layout decision logic, and calibrated character…
Creates and improves agentskills.io skills to the Advanced Skill Library Standard. Use when you need to author a new SKILL.md, scaffold a skill directory, or raise an existing…
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…
Creates and improves MCP server definitions (a portable .mcp.json) for a plugin to the Advanced Skill Library Standard.
Assesses an existing skills repository against the Advanced Skill Library Standard, produces a staged bring-to-conformance plan, and writes the minimal canonical manifest so the…
Documents stakeholder needs, concerns, and influence for a project or initiative. Use when starting projects, managing complex stakeholder relationships, or ensuring alignment…
Checks whether the pinned agentskills.io upstream specification has changed, reports which Universal conformance checks each delta lands on, and drafts a proposal ADR without…
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…
Produces a topic-segmented post-meeting summary for attendees with decisions highlighted and actions captured inline per topic (plus a consolidated action view at the end).
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…
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 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 a plugin's settings and permissions per target and recommends least-privilege allowlists.
Grades and reviews a product document that already exists against the researched rubric for its own document type, returning an itemized report card that quotes the document's own…
Documents edge cases, error states, boundary conditions, and recovery paths for a feature. Use during specification to ensure comprehensive coverage, or during QA planning to…
Produces a four-layer matrix (litany, system, worldview, myth) of the current 'used future' beside a reconstructed preferred future per layer, anchored by a deliberately changed…
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…
Reviews a published privacy notice against a seven-point disclosure checklist and the US state privacy statutes, and returns a redline with a per-item verdict.
Builds a concept map - a non-hierarchical network of concept nodes joined by directed, labeled linking phrases so each node-link-node reads as an explicit proposition, with…
Day 1 afternoon move of a Foundation Sprint. Converts the morning's Basics frame into a defensible strategic position by scoring differentiator candidates against…
Generates an evidence-calibrated product or marketing persona using the canonical v2.5 output contract.
Day 2 end capstone move of a Foundation Sprint. Compresses the sprint's full strategic frame into a single canonical sentence (the Founding Hypothesis) plus an assumption…
Validates internet access, compares the locally installed pm-skills version against the latest public release, and updates local files with conflict-aware overwrite-or-skip…
Produces a WOOP commitment card by working through Wish, Outcome, Obstacle, and Plan - contrasting the desired outcome against the main internal obstacle and binding an if-then…
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…
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…
Produces a decision journal entry that records a consequential decision at the moment it is made - the decision, the rationale, the predicted outcome, an explicit confidence…
Creates user-facing release notes that communicate new features, improvements, and fixes in clear, benefit-focused language.
Generates user stories with clear acceptance criteria from product requirements or feature descriptions.
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 regret (opportunity-loss) matrix with the minimax pick and the binding worst-case state, choosing among options over un-probabilized states of nature.
Evaluates one short defeasible argument by classifying it as a stereotyped reasoning scheme (appeal to expert opinion, analogy, sign, cause to effect, consequences, popular…
Facilitates and documents a team retrospective capturing what went well, what to improve, and action items.