Creates and improves a plugin's chain contract (agents/_chain-permitted.yaml) to the Advanced Skill Library Standard.
Creates and validates a skill's sample sets and eval sets (golden examples, anti-examples, and triggering cases) and detects drift against current behavior.
Evaluates a skill or plugin against the Advanced Skill Library Standard across three modes, producing deterministic conformance findings and a tier, an opt-in behavioral pass, and…
Produce a comprehensive, evidence-grounded prioritized action plan from any PM input (notes, transcripts, drafts, executive asks, Slack threads, or a raw situation).
Day 5 (Friday) sprint-closing move of a Design Sprint that produces the bundled Friday artifact covering per-customer interview observations, best quotes, scorecard grid (sprint…
Documents backlog refinement session outcomes including stories refined, estimates, questions raised, and decisions made.
Day 2 morning move of a Foundation Sprint. Forces generation of 3 to 7 candidate approaches as one-page summaries before the team converges on a top bet.
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…
Creates and improves a plugin's documentation across modes (readme, quickstart, tutorial, how-to, reference, glossary, faq, troubleshooting, architecture, folder-readme, and an…
Generates novel solution candidates by stating a problem's deep relational structure, mapping it to distant source domains (nature, other industries, games), and transferring the…
Produces a reference-class estimate by defining a class of similar past cases, taking their base-rate distribution of outcomes, and anchoring the forecast on that outside view…
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.
Produces a persona-tagged divergent idea list, ideas generated while inhabiting a chosen non-self identity to lower self-censorship and shift associations.
Structured group-decision mechanic that captures silent ideation, voting summaries, and Decider sign-off in a single bundled artifact.
Creates a structured lessons learned entry for organizational memory. Use after projects, incidents, or significant learnings to capture knowledge for future teams and initiatives.
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…
Creates and improves event-driven hooks (Advanced tier) for a plugin to the Advanced Skill Library Standard.
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…
Creates an opportunity solution tree mapping desired outcomes to opportunities and potential solutions.
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…
Audits whether a stated confidence interval means what it claims by running an equivalent-bet indifference test on its width and scoring nominal confidence against the actual hit…
Creates and improves Claude Code output styles (Claude-only response-mode definitions) to the Advanced Skill Library Standard.
Specifies requirements for an analytics dashboard including metrics, visualizations, filters, and data sources.
Creates a structured competitive analysis comparing features, positioning, and strategy across competitors.
Produces a scenario set, 2-4 contrasting and internally consistent short narratives of alternative external futures named by two critical-uncertainty axes, plus a robustness read…
Walk the guided release runbook (6 gates G0/G1/G2/G2.5/G3/G4) via the pm-release-conductor sub-agent.
Produces a one-page lean canvas across nine interlocking blocks (problem, customer, UVP, solution, channels, revenue, cost, metrics, unfair advantage) with optional inline HTML…
Builds a simple mechanical scoring model - a few weighted predictive cues combined by a fixed formula and applied consistently - for a repeated predictive judgment, because…
Produces a Fermi decomposition worksheet that estimates an unknown numeric quantity by factoring it into a chain of order-of-magnitude sub-estimates, guessing each to within a…
Produces an issue tree that decomposes one big, ambiguous question top-down into a mutually-exclusive, collectively-exhaustive (MECE) set of smaller sub-questions, branch by…
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…
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.
Day 1 morning move of a Foundation Sprint. Forces explicit team choices on target customer, important problem, team advantage, and competitors and alternatives.
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 attendee-facing agenda that sets what will be discussed, who owns each topic, and how time will be spent.
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…
Day 1 (Monday) move of a Design Sprint that produces the bundled Monday artifact containing long-term goal, sprint questions (3-7 testable risks), customer or system map (5-15…
Creates and improves a plugin's AGENTS.md (the agent navigation and instructions entrypoint) to the Advanced Skill Library Standard.
Validates and records a component's deprecation (status, replacement, and removal target) and keeps deprecated components validating until removal.
Runs 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…
Creates an Architecture Decision Record following the Nygard format to document significant technical decisions, their context, and consequences.
Creates a starting plugin that satisfies the Bronze anatomy and onboards the maintainer, in three modes (interview, questionnaire, hybrid).
Creates and maintains a plugin's global templates directory so the scaffolders produce consistent components.
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.
Creates and improves Claude subagents (agents/<name>.md) to the Advanced Skill Library Standard. Use when you need to author a new subagent, scaffold an agents/ delegate, declare…
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…
Evaluates a decision or idea through several deliberately separated lenses in turn (facts, upside, risks, intuition, alternatives, process) so that no single mode dominates, then…
Produces a consequence map by tracing the first, second, and third order effects of a change or decision radiating outward from the center, surfacing ripples beyond the obvious…
Run an ordered sequence of pm-skills against one input, pausing for go/no-go and stopping on a failed or empty step.
Analyze survey results into actionable PM insights. Produces persona segmentation, hypothesis validation status, thematic clustering of open-text responses, statistical confidence…
Creates and improves workflows (an ordered multi-skill arc) for a plugin to the Advanced Skill Library Standard.
Reports which component types a target agent can run and recommends a conformance tier before a plugin is built, mapping Claude Code and Codex capabilities to the Advanced Skill…
Creates, triages, and prunes a plugin's two backlogs (new-component proposals and enhancements) to the Advanced Skill Library Standard.
Drafts, reviews, rewrites, and coaches outcome-based OKR sets across team, department, product, or company scopes.
Builds an abstraction ladder that moves a problem up ("why / to what end?") and down ("how / what specifically?") to locate the right altitude to work at, then marks one rung as…
Creates a concise one-page solution overview that communicates the proposed approach, key decisions, and trade-offs.
Creates a comprehensive pre-launch checklist covering engineering, design, marketing, support, legal, and operations readiness.
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…
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 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…