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product-on-purpose
GitHub creator profile

product-on-purpose

Repository-level view of 205 collected skills across 6 GitHub repositories.

skills collected
205
repositories
6
updated
Aug 29, 2026
repository explorer

Repositories and representative skills

measure-instrumentation-spec
unclassified

Specifies what analytics events to track, when they fire, and what properties to include, as a contract between product and engineering that prevents undertracked features. Use before engineering builds a feature or when auditing existing tracking for gaps.…

Aug 29, 2026
define-prioritization-framework
unclassified

Run applicable prioritization frameworks (RICE, ICE, MoSCoW, Weighted Scoring, Kano) against a list of features or initiatives. Produces a comparison table showing where rankings agree and diverge across frameworks, and an executive summary with…

Aug 27, 2026
deliver-prd
unclassified

Creates a comprehensive Product Requirements Document that aligns stakeholders on what to build, why, and how success will be measured. Use when specifying features, epics, or product initiatives for engineering handoff.

Aug 27, 2026
foundation-build-risk-review
unclassified

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 (build small, validate first, pivot first, or don't build yet) with a no-code…

Aug 26, 2026
develop-adr
unclassified

Creates an Architecture Decision Record following the Nygard format to document significant technical decisions, their context, and consequences. Use when making technical choices that affect system architecture, technology selection, or development patterns.

Aug 26, 2026
foundation-persona
unclassified

Generates an evidence-calibrated product or marketing persona using the canonical v2.5 output contract. Use when shaping artifact perspective, stress-testing decisions, or framing product and GTM strategy.

Aug 26, 2026
discover-journey-map
unclassified

Maps a customer journey across stages, touchpoints, emotional curve, pain points, and moments of truth into a markdown artifact with an optional mermaid timeline or flowchart. Use when synthesizing existing research into the shape of a customer's experience,…

Aug 26, 2026
measure-survey-analysis
unclassified

Analyze survey results into actionable PM insights. Produces persona segmentation, hypothesis validation status, thematic clustering of open-text responses, statistical confidence labels, prioritized recommendations, and what-NOT-to-conclude warnings. Refuses…

Aug 26, 2026
Showing 8 of 71 collected skills.
think-framework-advisor
project-management-specialists

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 fewest fitting frameworks to apply (each with its evidence tier, expected artifact,…

Aug 16, 2026
think-abstraction-laddering
management-analysts-131111

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 the working level. Use when a problem is stated as a bare solution with an…

Aug 15, 2026
think-affinity-mapping
market-research-analysts-and-marketing-specialists-131161

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). Use when a scattered pile of dozens to hundreds of existing items needs to become a few…

Aug 15, 2026
think-after-action-review
project-management-specialists

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 sustain-and-change actions. Use when a project, launch, sprint, or incident has…

Aug 15, 2026
think-analysis-of-competing-hypotheses
software-developers

Handles a by-name request for ACH (Analysis of Competing Hypotheses), the evidence-by-hypothesis disconfirmation matrix, honestly. Controlled trials found ACH raises confidence with no accuracy gain and does not reduce confirmation bias, so this skill does…

Aug 15, 2026
think-argument-mapping
management-analysts-131111

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 the weakest links and unsupported premises. Use when an argument or…

Aug 15, 2026
think-assumption-reversal
management-analysts-131111

Generates non-obvious ideas by surfacing the foundational assumptions a problem or solution rests on, negating each, and reframing from the reversed assumptions, then shortlisting, producing an assumptions-and-reversals sheet. Use when an option space feels…

Aug 15, 2026
think-authentic-dissent
management-analysts-131111

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 dissent, flagging clearly where a view is constructed rather than authentically…

Aug 15, 2026
Showing 8 of 68 collected skills.
askit-build-docs
unclassified

Creates and improves a plugin's documentation across modes (readme, quickstart, tutorial, how-to, reference, glossary, faq, troubleshooting, architecture, folder-readme, and an Astro Starlight docs site) to the Advanced Skill Library Standard. Use when…

Aug 28, 2026
askit-capability-whats-new
unclassified

Surveys what the agent platforms shipped since this repository last looked, diffing each vendor's release feed forward from a recorded version pin, and writes a dated survey record without deciding anything. Use when asking what is new in Claude Code, Claude…

Aug 23, 2026
askit-capability-gap-analysis
unclassified

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 entry or an ADR draft without implementing any of them. Use when deciding whether a…

Aug 22, 2026
askit-capability-advisor
unclassified

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 Library Standard's component types. Use when choosing agent-targets, checking…

Aug 22, 2026
askit-standards-watch
unclassified

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 editing a check or the Standard. Use when asking if the upstream spec has moved,…

Aug 22, 2026
probe-duplicate
computer-occupations-all-other

PROBE FIXTURE side A. Two plugins ship a skill with this exact directory name and this exact skill name. Invoke it and read which side answers - that is the whole experiment.

Aug 20, 2026
probe-duplicate
computer-occupations-all-other

PROBE FIXTURE side B. Two plugins ship a skill with this exact directory name and this exact skill name. Invoke it and read which side answers - that is the whole experiment.

Aug 20, 2026
replace-with-kebab-case-name-matching-this-directory
software-developers

REPLACE - state what the skill does AND when to use it, with concrete trigger keywords. One to two sentences. Third person. Avoid "helps with".

Aug 19, 2026
Showing 8 of 54 collected skills.
critique-accessibility
web-and-digital-interface-designers

Reviews HTML pages and fragments (markdown where mappable) against WCAG 2.2 AA: contrast, alt text, heading hierarchy for screen readers, link text, and keyboard and screen-reader access. Judges conformance against WCAG, not an interface's general usability,…

Aug 16, 2026
critique-argument
technical-writers

Reviews argumentative prose - essays, proposals, position papers, recommendation memos, strategy docs, and op-eds - against the Toulmin model of argument: whether the claim, grounds, warrant, backing, qualifier, and rebuttal are present, explicit, and…

Aug 16, 2026
critique-clarity
technical-writers

Reviews markdown or plain-text prose for clarity against the Federal Plain Language Guidelines and Williams' Style: readability, passive voice, sentence length, and nominalization density. Judges sentence- and passage-level readability, not whether an…

Aug 16, 2026
critique-docs
software-developers

Reviews technical documentation pages and page trees written in markdown against the Diataxis framework: tutorial, how-to, reference, and explanation mode fit, plus heading structure, orphaned pages, cross-mode linking, and navigation-list length. Use when…

Aug 16, 2026
critique-microcopy
web-and-digital-interface-designers

Reviews error messages, empty states, and other short microcopy strings, including screens annotated with placement, container, timing, and behavior context, against NN/g's error-message guidelines: plain language, specificity, constructive next steps,…

Aug 16, 2026
critique-usability
web-and-digital-interface-designers

Reviews HTML or markdown UI specs, wireframe write-ups, and page mockups against Nielsen's 10 usability heuristics: system status, user control and exits, consistency, error prevention and recovery, recognition over recall, and minimalist design. Judges the…

Aug 16, 2026
critique-toy
software-quality-assurance-analysts-and-testers

Reviews short markdown field-operations notices, memos, and similar prose documents against the toy TOY-* grammar, covering a passive-voice recast that deletes the actor, a hedging phrase stacked ahead of an otherwise direct statement, and a subheading left…

Aug 16, 2026
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