blueprint-ui
Build landing pages and web UIs using a dark blueprint/wireframe aesthetic with sharp edges, connected sections, dashed outlines, measurement annotations, and technical typography. Use when creating marketing sites, landing pages, or product pages.
webperf-core-web-vitals
Intelligent Core Web Vitals analysis with automated workflows and decision trees. Measures LCP, CLS, INP with guided debugging that automatically determines follow-up analysis based on results. Includes workflows for LCP deep dive (5 phases), CLS investigation (loading vs interaction), INP debugging (latency breakdown + attribution), and cross-skill integration with loading, interaction, and media skills. Use when the user asks about Core Web Vitals, LCP optimization, layout shifts, or interaction responsiveness. Compatible with Chrome DevTools MCP.
transform
Use this to author and change a dbt project: bootstrap a new dbt project in a repo that has none (`transform init`), write or refactor dbt model SQL from staging to marts, add tests and docs in schema.yml, manage dependencies, and define or update the semantic layer (dbt semantic models / MetricFlow: entities, dimensions, measures, metrics). Trigger it for requests like "set up a dbt project in this repo", "build a staging model for this table", "refactor this model", "add tests to this model", "create a mart for X", "define a revenue metric", or "add a dimension to this entity". Every change is a reviewable diff to the dbt project; any warehouse build is dev-target only, gated, and cost-surfaced first. Do not use it to explore or profile a warehouse (use explore) or to detect drift and reconcile a project that has fallen out of sync (use maintain).
skill-forge-benchmark
Benchmark Claude Code skill performance with variance analysis, tracking pass rate, execution time, and token usage across iterations. Runs multiple trials per eval for statistical reliability, aggregates results into benchmark.json, and generates comparison reports between skill versions. Use when user says "benchmark skill", "measure skill performance", "skill metrics", "compare skill versions", "skill performance", "track skill improvement", "skill regression test", or "skill A/B test".
Agentic Orchestration (Experimental Working-Model Protocol)
> **Status â experimental, instrumented, validation in progress.** This > skill is shipped to begin collecting evidence about whether a structured > verifiability-router protocol changes Claude's behavior in ways that > measurably help users. `memesh patterns` exposes a local counter so you > can
Ad Account Auditor · ä»è´¹å¹¿åè´¦æ·å®¡è®¡
Use when auditing a paid ad account for ROAS quality, wasted spend, or measurement integrity before scaling; runs RQS scoring with veto checks and a SHIP/FIX/BLOCK gate on your own exported account data. Not for building campaign structure â use campaign-architect; not for creative units â use ad-creative-builder. ä»è´¹å¹¿åè´¦æ·å®¡è®¡/ROASè¯å
Mcp
Interact with a global network measurement platform.Run network commands from any point in the world
duroxide-code-coverage
Measure and improve code coverage in the Duroxide durable execution runtime. Use when asked about coverage, testing coverage, running llvm-cov, or improving test coverage percentages.
bsl-model-builder
Build BSL semantic models with dimensions, measures, joins, and YAML config. Use for creating/modifying data models.
adaptyv
Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experimental validation including binding assays, expression testing, thermostability measurements, enzyme activity assays, or protein sequence optimization. Also use for submitting experiments via API, tracking experiment status, downloading results, optimizing protein sequences for better expression using computational tools (NetSolP, SoluProt, SolubleMPNN, ESM), or managing protein design workflows with wet-lab validation.
Io.Github.MeasureSpace/Measure Space Mcp Server
MCP server for weather, climate, air quality, agriculture, pollen and geocoding from measurespace.io
ai-evals
Help users create and run AI evaluations. Use when someone is building evals for LLM products, measuring model quality, creating test cases, designing rubrics, or trying to systematically measure AI output quality.
golang-benchmark
Golang benchmarking, profiling, and performance measurement. Use when writing, running, or comparing Go benchmarks, profiling hot paths with pprof, interpreting CPU/memory/trace profiles, analyzing results with benchstat, setting up CI benchmark regression detection, or investigating production performance with Prometheus runtime metrics. Also use when the developer needs deep analysis on a specific performance indicator - this skill provides the measurement methodology, while golang-performance provides the optimization patterns.
Measure.events Analytics
Privacy-first web analytics. Query pageviews, referrers, trends, and AI insights.
ix
This skill should be used when answering structural questions about a codebase: understanding what a symbol is, tracing flows, measuring change impact, finding callers/callees/imports, or detecting code smells. It drives the Ix CLI (ix map/explain/trace/impact/search/rank/smells) against a persistent code graph stored in a local backend, instead of grepping or guessing. Run scripts/bootstrap.sh once to install the CLI and start the backend, then ix map on the repo root.
Phase 256, question 1 â the skill, taken apart
Notes for `docs/research/118-phase-256-the-architecture-that-explains-itself.md`. Everything below was read at `/Users/gdc/as-built-architecture` (read only, never written, `git log` head `aa0428d`) and measured by RUNNING the helpers over scratch copies. Line numbers are of the files as they stand
build-pack
Author, measure and publish a YantrikDB knowledge pack. Use when asked to create a pack, turn documentation or a domain into a pack, package knowledge or skills for a local model, or publish to packs.yantrikdb.com. Covers the three tiers (constitution / corpus / coverage), the measurement that decides whether a pack is worth shipping, and the authoring rules derived from how the engine actually behaves.
cypilot
Invoke when user asks to do something with Cypilot, or wants to analyze/validate artifacts, or create/generate/implement anything using Cypilot workflows, or plan phased execution. Core capabilities: workflow routing (plan/analyze/generate/auto-config); deterministic validation (structure, cross-refs, traceability, TOC); codeâartifact traceability with @cpt-* markers; spec coverage measurement; ID search/navigation; init/bootstrap; adapter + registry discovery; auto-configuration of brownfield projects (scan conventions, generate rules); kit management (install/update with file-level diff); TOC generation; agent integrations (Windsurf, Cursor, Claude, Copilot, OpenAI). Kit sdlc: Artifacts: ADR, CODEBASE, DECOMPOSITION, DESIGN, FEATURE, PR-CODE-REVIEW-TEMPLATE, PR-REVIEW, PR-STATUS-REPORT-TEMPLATE, PRD; Workflows: migrate-openspec, pr-review, pr-status.
audio-quality-check
Analyze audio recording quality - echo detection, loudness, speech intelligibility, SNR, spectral analysis. Use when the user wants to check a recording's quality, detect echo or duplication in audio files, measure speech clarity, compare original vs processed audio, diagnose why a recording sounds bad, or analyze audio tracks from Blackbox or any call recording app. Triggers on audio quality, recording analysis, echo detection, check recording, sound quality, analyze audio, speech quality, PESQ, STOI, loudness, SNR, audio diagnostics, recording sounds bad, echo in recording, audio duplication.
Ai Context Kit
Lint, measure, and sync AI context files across Cursor, Claude Code, Copilot.
Autoresearch: Autonomous Experiment Loop
An autonomous optimization loop where Claude edits code, runs a benchmark, measures a metric, and keeps improvements or reverts â repeating forever until stopped. Inspired by [Karpathy's autoresearch](https://github.com/karpathy/autoresearch) and [pi-autoresearch](https://github.com/davebcn87/pi-a
abm-ops
Account-based marketing for B2B SaaS. Use this skill to build a target account list, tier it 1:1 / 1:few / 1:many, size it against sales capacity, turn intent and engagement signals into plays, write the multi-channel orchestration contract each tier runs on, and measure the program in account coverage, penetration and pipeline instead of MQLs. Also triggers on: ABM, account-based marketing, target account list, TAL, named accounts, account tiering, 1:1 ABM, one-to-few, programmatic ABM, account selection, ideal customer profile fit, intent data, buying signals, 6sense, Bombora, Demandbase, account penetration, account coverage, sales and marketing alignment on accounts, enterprise account program.
Agentaeo Mcp Server
AEO audit tool — measure brand visibility across ChatGPT, Perplexity, Claude, and Google AI.
Complexity Audit
Runs a four-phase complexity audit (measure, identify patterns, benchmark, draft PR) on a specified target path. The skill owns orchestration: issue creation, branch/worktree setup, and final reporting. The `complexity-auditor` agent owns execution.
analytics-attribution
Performance measurement, attribution modeling, and marketing ROI analysis. Use when setting up tracking, analyzing campaign performance, building attribution models, or creating marketing reports.
Rigol DHO824 Oscilloscope
Control and query Rigol DHO824 oscilloscope for waveform capture and measurements
aarrr-metrics
Measure and optimize growth using the AARRR (Pirate Metrics) framework with stage-specific KPIs and funnel analysis
Agent Cost Report
Believable agent cost report for any period, default the last 7 full days PT, not counting today. Measured tokens from Claude Code transcripts priced at OpenRouter list prices (ESTIMATED), measured provider spend when a sanctioned source exists, note-taker cost separate, Timing-style HTML/PDF plus report.json, line-items.csv, evidence.json.
benchmarking-cairo
Use when profiling Cairo functions, measuring step counts, analyzing resource usage, generating call-graph PNGs, or launching pprof to visualize Cairo execution traces
ai-agent-bench
Use when the user wants to benchmark or compare AI agents (Claude Code, Codex, OpenCode) on a refactoring, perf, or code-change task in the current repo. Use when user says compare agents, benchmark Claude vs Codex, agent eval, measure agent, AI agent comparison, agent trial, /ai-agent-bench.
Analytics Tracking & Measurement Strategy
You are an expert in **analytics implementation and measurement design**. Your goal is to ensure tracking produces **trustworthy signals that directly support decisions** across marketing, product, and growth.
ab-testing
When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," "how long should I run this test," "growth experiments," "experiment velocity," "experiment backlog," "ICE score," "experimentation program," or "experiment playbook." Use this whenever someone is comparing two approaches and wants to measure which performs better, or when they want to build a systematic experimentation practice. For tracking implementation, see analytics. For page-level conversion optimization, see cro.
agenfk
Agile, measurable, and reliable workflow enforcement for AI-assisted engineering.
Session measurement â agent performance benchmark
> **For any AI agent reading this file.** The frontmatter uses Claude's skill format; the > body is plain markdown. It works the same for Claude, OpenAI, Gemini, Cursor, Cline, Aider, > or a local model â paste the body in as a prompt if your platform has no skill system. > Assume **nothing** abou
benchmark
Run scalex performance benchmarks, profiling, and timing analysis. Use this skill whenever the user asks to benchmark scalex, measure performance, profile index/query times, compare before/after performance of a change, investigate bottlenecks, or mentions "benchmark", "perf", "how fast", "timing", "hyperfine", "profile", "flame graph", "profiling", "--timings", "slow", "bottleneck", "regression", "memory", "heap", "GC", "allocation". Also use proactively after implementing performance improvements to verify gains. Covers 6 layers: built-in --timings, hyperfine benchmarks, async-profiler flame graphs, JFR recording, microbenchmarks, and memory profiling.
alloc-tracker
Use when you need to measure per-phase memory allocation statistics to investigate memory usage.