Assesses a new agent capability against the capability matrix, the Standard, and every skill, subagent and command this plugin ships, then proposes a matrix update, a backlog…
Pre-sprint brief that locks challenge, sprint questions, team and role assignments, customer recruiting plan, prototype medium, interview format, logistics, and success criteria…
Creates and improves a plugin's chain contract (agents/_chain-permitted.yaml) to the Advanced Skill Library Standard.
Triages an incoming data-subject access request by verifying the requester's identity, classifying the request as access, deletion, correction, or opt-out, and reporting the…
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…
Creates and validates a skill's sample sets and eval sets (golden examples, anti-examples, and triggering cases) and detects drift against current behavior.
Generates a new problem frame from theme analysis of the broader context, an abductive standpoint stated as approach it as if it were Y that redefines what the problem is and…
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…
Audits an exported marketing consent log for expired retention windows, withdrawn consents still marked active, and rows missing a lawful basis, and returns the rows that need…
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…
Produces async communication to stakeholders, primarily non-attendees and secondarily some attendees who want a reference.
Documents the reasoning behind design decisions including alternatives considered, trade-offs evaluated, and principles applied.
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 a comprehensive Product Requirements Document that aligns stakeholders on what to build, why, and how success will be measured.
Generates an evidence-calibrated product or marketing persona using the canonical v2.5 output contract.
Day 1 afternoon move of a Foundation Sprint. Converts the morning's Basics frame into a defensible strategic position by scoring differentiator candidates against…
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…
Pre-sprint diagnostic that determines whether a team should run a Design Sprint now, postpone it, or do prerequisite work first.
Builds and validates a plugin's release by computing the version, promoting the changelog, curating the release notes, and running the readiness gate, to the Advanced Skill…
Run an ordered sequence of pm-skills against one input, pausing for go/no-go and stopping on a failed or empty step.
Produces a dialectical estimate that improves a single committed number by polling the inner crowd, make a first estimate, assume it is wrong and list why, read whether that…
Creates user-facing release notes that communicate new features, improvements, and fixes in clear, benefit-focused language.
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…
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 structured after-action review by comparing what was expected against what actually happened, diagnosing why the gaps occurred, and converting them into specific owned…
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.
Produces a persona-tagged divergent idea list, ideas generated while inhabiting a chosen non-self identity to lower self-censorship and shift associations.
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…
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 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…
Specifies event tracking and analytics instrumentation requirements for a feature. Use when defining what data to collect, ensuring consistent tracking implementation, or…
Creates an Architecture Decision Record following the Nygard format to document significant technical decisions, their context, and consequences.
Produces an argument map by laying out a claim's supporting reasons, the co-premises each silently depends on, and the objections against it as an explicit structure, then flags…
Creates and improves MCP server definitions (a portable .mcp.json) for a plugin to the Advanced Skill Library Standard.
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.
Creates and improves a plugin's settings and permissions per target and recommends least-privilege allowlists.
Creates and improves event-driven hooks (Advanced tier) for a plugin to the Advanced Skill Library Standard.
Defines a testable hypothesis with clear success metrics and validation approach. Use when forming assumptions to test, designing experiments, or aligning team on what success…
Produces an evidence/inference ledger by sorting the claims in a prompt, document, or proposed conclusion into evidence, inference, and assumption, attaching a confidence level to…
Produces an anti-goals register by assuming a design succeeds at scale, narrating the near-future in which that success harms third parties (including non-users) and is exploited…
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…
Creates and maintains a plugin's global templates directory so the scaffolders produce consistent components.
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).
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…
Generates a rapid burst of questions about a problem (questions only, no answers), then ranks them for which would most change the approach and selects the single most catalytic…
Creates and improves Claude slash commands (commands/<name>.md) that map to a skill, to the Advanced Skill Library Standard.
Guides contributors from a PM skill idea to a complete Skill Implementation Packet aligned with pm-skills conventions.
Validates and records a component's deprecation (status, replacement, and removal target) and keeps deprecated components validating until removal.
Produces a one-page lean canvas across nine interlocking blocks (problem, customer, UVP, solution, channels, revenue, cost, metrics, unfair advantage) with optional inline HTML…
Drafts, reviews, rewrites, and coaches outcome-based OKR sets across team, department, product, or company scopes.
Builds a signed causal loop diagram by closing the feedback loops in a situation, labeling each loop reinforcing (R) or balancing (B) with its link polarities, and reading likely…
Run applicable prioritization frameworks (RICE, ICE, MoSCoW, Weighted Scoring, Kano) against a list of features or initiatives.
Pre-sprint diagnostic that determines whether a team should run a Foundation Sprint now, postpone it, or do prerequisite work first.
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 edge cases, error states, boundary conditions, and recovery paths for a feature. Use during specification to ensure comprehensive coverage, or during QA planning to…
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…
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.
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…
Generates non-obvious ideas by surfacing the foundational assumptions a problem or solution rests on, negating each, and reframing from the reversed assumptions, 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…