Skill Claude CodeCodex
Design explainability interfaces that help users understand AI decisions, build calibrated trust, and verify AI outputs. Use when: AI explainability, XAI UX, confidence indicators, citation design, source attribution, trust signals, AI transparency, why did AI do this.
Skill Claude CodeCodex
Evaluate the UX quality of an AI product with a scored, repeatable rubric - eval set design, criteria that raters agree on, score bands tied to ship decisions, rater calibration, and instrumented signals. Use when: AI UX evaluation, UX eval rubric, score my AI UX, UI quality audit, measure AI experience quality, UX…
varunk130/ai-workflow-playbooks
Command Claude Code
Run the ARCHITECT stage of the AI Workflow Playbooks pipeline.
varunk130/ai-workflow-playbooks
Command Claude Code
Run the CONSTRUCT stage of the AI Workflow Playbooks pipeline.
varunk130/ai-workflow-playbooks
Command Claude Code
Run the DISCOVER stage of the AI Workflow Playbooks pipeline.
varunk130/ai-workflow-playbooks
Command Claude Code
Run the HARDEN stage of the AI Workflow Playbooks pipeline.
varunk130/ai-workflow-playbooks
Command Claude Code
Run the OPERATE stage of the AI Workflow Playbooks pipeline.
varunk130/ai-workflow-playbooks
Command Claude Code
Run the RELEASE stage of the AI Workflow Playbooks pipeline.
varunk130/ai-workflow-playbooks
Command Claude Code
Run the VALIDATE stage of the AI Workflow Playbooks pipeline.
varunk130/ai-workflow-playbooks
Skill Claude CodeCodex
Efficiently explore, map, and understand unfamiliar codebases before making changes.
varunk130/ai-workflow-playbooks
Skill Claude CodeCodex
Manage what information is loaded into the agent's context to maximize relevance and minimize noise.
varunk130/ai-workflow-playbooks
Skill Claude CodeCodex
Evaluate whether to add, update, or remove a dependency based on maintenance, security, size, and licensing criteria.
varunk130/ai-workflow-playbooks
Skill Claude CodeCodex
Read error messages, stack traces, and logs systematically rather than guessing at fixes.
varunk130/ai-workflow-playbooks
Skill Claude CodeCodex
Recognize when to stop autonomous work and escalate decisions, ambiguity, or risk to a human.
varunk130/ai-workflow-playbooks
Skill Claude CodeCodex
Continuously verify work at every step rather than waiting until the end to test.
varunk130/ai-workflow-playbooks
Skill Claude CodeCodex
Coordinate effectively when multiple AI agents work on the same codebase or feature.
varunk130/ai-workflow-playbooks
Skill Claude CodeCodex
Think about production consequences at every stage of development, not just at deployment time.
varunk130/ai-workflow-playbooks
Skill Claude CodeCodex
Transform vague user inputs into structured, actionable requirements with explicit assumptions.
varunk130/ai-workflow-playbooks
Skill Claude CodeCodex
Restructure code without changing behavior, verified by tests at every step.
varunk130/ai-customer-discovery-skills
Skill Claude Code
Surfaces the assumptions a product or strategy depends on, classifies them by criticality and evidence quality, and produces a prioritized test plan. Use when: assumption mapping, identify assumptions, what could go wrong, leap-of-faith assumptions, riskiest assumption test, RAT, assumption inventory, validate before…
varunk130/ai-customer-discovery-skills
Skill Claude Code
Structured competitive teardown for product discovery - surface the 4-6 dimensions buyers actually weigh, score every competitor on each, and identify exploitable gaps. Use when: competitive analysis, competitor teardown, market positioning, where do we win, where do we lose, competitive gap analysis, competitor audit.
varunk130/ai-customer-discovery-skills
Skill Claude Code
Triages a backlog of raw customer feedback into a ranked list of opportunities scored on reach, severity, strategic fit, and confidence. Outputs a prioritized list with explicit "do not act" callouts for vocal-minority signals. Use when: triage feedback, prioritize feature requests, customer feedback backlog, what…
varunk130/ai-customer-discovery-skills
Skill Claude Code
Turn raw research into Jobs-to-be-Done statements showing what users are really trying to accomplish. Use when: extract jobs, jtbd analysis, jobs to be done, what job is the user hiring, underlying user needs.
varunk130/ai-customer-discovery-skills
Skill Claude Code
Identifies a candidate North Star Metric (NSM) for a product - the single metric that captures the value the product delivers to its customers and predicts long-term business growth. Tests candidates against five criteria and surfaces input metrics that move it. Use when: north star metric, NSM, single metric that…
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: