Skill Directory

AI Skill Directory

Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.

personjakexiaoAPI key: unconfirmed

prefer-make

Use when building, testing, linting, or running Go code in projects that have a Makefile. Prefer make targets over calling go commands directly.

download19deployed_code—star0
personjakexiaoAPI key: unconfirmed

cognitive-fallacies-guard

Use when detecting and preventing visual misleads, cognitive biases, and design failures in data visualizations, dashboards, reports, or presentations. Invoke when user mentions chartjunk, misleading …

download19deployed_code—star38
personjakexiaoAPI key: unconfirmed

evaluation-rubrics

Use when need explicit quality criteria and scoring scales to evaluate work consistently, compare alternatives objectively, set acceptance thresholds, reduce subjective bias, or when user mentions rub…

download19deployed_code—star38
personjakexiaoAPI key: unconfirmed

negative-contrastive-framing

Use when clarifying fuzzy boundaries, defining quality criteria, teaching by counterexample, preventing common mistakes, setting design guardrails, disambiguating similar concepts, refining requiremen…

download19deployed_code—star38
personjakexiaoAPI key: unconfirmed

writing-structure-planner

Use when planning, organizing, or diagramming the structure of a piece of writing. Invoke when user mentions outlining, organizing ideas, structure planning, article architecture, narrative flow, or n…

download19deployed_code—star38
personjakexiaoAPI key: unconfirmed

cx-plan

CX workflow - Task planning and contract sinking. Triggered when the user mentions 'planning tasks', 'making a plan', 'plan', or 'splitting tasks'. Reads the Design Doc (or PRD for S scale) to generat…

download19deployed_code—star0
personjakexiaoAPI key: unconfirmed

zig-project

Modern Zig project architecture guide. Use when creating Zig projects (systems programming, CLI tools, game dev, high-performance services). Covers explicit allocators, comptime, error handling, and b…

download19deployed_code—star11
personjakexiaoAPI key: unconfirmed

notion-knowledge-capture

Transforms conversations and discussions into structured documentation pages in Notion. Captures insights, decisions, and knowledge from chat context, formats appropriately, and saves to wikis or data…

download19deployed_code—star127
personjakexiaoAPI key: unconfirmed

career-document-architect

Use when writing or reviewing career documents including research statements, teaching statements, diversity statements, CVs, or biosketches. Invoke when user mentions research statement, teaching phi…

download19deployed_code—star38
personjakexiaoAPI key: unconfirmed

decision-matrix

Use when comparing multiple named alternatives across several criteria, need transparent trade-off analysis, making group decisions requiring alignment, choosing between vendors/tools/strategies, stak…

download19deployed_code—star38
personjakexiaoAPI key: unconfirmed

forecast-premortem

Use to stress-test predictions by assuming they failed and working backward to identify why. Invoke when confidence is high (>80% or <20%), need to identify tail risks and unknown unknowns, or want to…

download19deployed_code—star38
personjakexiaoAPI key: unconfirmed

metrics-tree

Use when setting product North Star metrics, decomposing high-level business metrics into actionable sub-metrics and leading indicators, mapping strategy to measurable outcomes, identifying which metr…

download19deployed_code—star38
personjakexiaoAPI key: unconfirmed

writing-stickiness

Use when making messages more memorable or persuasive using the SUCCESs framework. Invoke when user mentions stickiness, making ideas stick, memorable messaging, persuasion, the Heath brothers, or wan…

download19deployed_code—star38
personjakexiaoAPI key: unconfirmed

obsidian-exporter

Responsible for exporting topic data to the Obsidian knowledge base. The input is a topic JSON, and the output is a formatted Markdown file.

download19deployed_code—star11
personjakexiaoAPI key: unconfirmed

agent-hierarchy-diagram

Generate visual hierarchy diagrams of agent system showing levels and delegation. Use for documentation or onboarding.

download19deployed_code—star127
personjakexiaoAPI key: unconfirmed

lead-research-assistant

Identifies high-quality leads for your product or service by analyzing your business, searching for target companies, and providing actionable contact strategies. Perfect for sales, business developme…

download19deployed_code—star127
personjakexiaoAPI key: unconfirmed

causal-inference-root-cause

Use when investigating why something happened and need to distinguish correlation from causation, identify root causes vs symptoms, test competing hypotheses, control for confounding variables, or des…

download19deployed_code—star38
personjakexiaoAPI key: unconfirmed

decomposition-reconstruction

Use when dealing with complex systems that need simplification, identifying bottlenecks or critical failure points, redesigning architecture or processes for better performance, breaking down problems…

download19deployed_code—star38
personjakexiaoAPI key: unconfirmed

heuristics-and-checklists

Use when making decisions under time pressure or uncertainty, preventing errors in complex procedures, designing decision rules or checklists, simplifying complex choices, or when user mentions heuris…

download19deployed_code—star38
personjakexiaoAPI key: unconfirmed

roadmap-backcast

Use when planning with fixed deadline or target outcome, working backward from future goal to present, defining milestones and dependencies, mapping critical path, identifying what must happen when, p…

download19deployed_code—star38
personjakexiaoAPI key: unconfirmed

cx-prd

CX Workflow - Requirements Gathering and Scale Assessment. Triggered when the user mentions 'new feature', 'requirement', 'PRD', 'I want to make a', 'help me plan', 'gather requirements', or 'function…

download19deployed_code—star0
personjakexiaoAPI key: unconfirmed

book-translation-guide

Workflow for translating entire books using AI agents. Split markdown books into chapters, batch translate 5 at a time, and verify completeness. Works with any language pair.

download19deployed_code—star2
personjakexiaoAPI key: unconfirmed

agent-ops-testing

Test strategy, execution, and coverage analysis. Use when designing tests, running test suites, or analyzing test results beyond baseline checks.

download19deployed_code—star127
personjakexiaoAPI key: unconfirmed

functional-enrichment

Perform GO and KEGG functional enrichment using HOMER from genomic regions (BED/narrowPeak/broadPeak) or gene lists, and produce R-based barplot/dotplot visualizations. Use this skill when you want to…

download19deployed_code—star127