Analytics

skill-visualizer

by mhylle

Generate interactive HTML visualizations of the skills collection, codebase structure, or dependency graphs. Uses D3.js for interactive visualization with collapsible nodes, color-coded categories, and hover details. Triggers on "visualize skills", "generate skill map", "codebase visualization", or "show skill dependencies".

plsfix

by diegosouzapw

Use when improving spec documents, instruction sets, prompts, requirements docs, briefs, or any written instructions meant to drive action from humans or AI - rewrites vague, disorganized, or ineffective instructions into clear, actionable ones

jbct-review

by siy

Thorough parallel JBCT code review. Launches 10 focused reviewers plus aggregator for comprehensive compliance checking.

conflict-analyzer

by ArabelaTso

Identifies and analyzes conflicts in software requirements including logical contradictions, technical incompatibilities, resource constraints, timeline issues, data conflicts, and stakeholder priority mismatches. Use when reviewing requirement sets, specifications, user stories, or project plans to detect conflicts that could block implementation or cause rework. Provides detailed conflict analysis with resolution strategies and impact assessment.

executing-plans

by julianromli

Use when you have a written implementation plan to execute in a separate session with review checkpoints

code-completion-semantic-constraints

by ArabelaTso

Automatically complete partial code snippets while satisfying semantic constraints including variable types, invariants, pre/post-conditions, interface contracts, and expected input/output behavior. Use when users provide incomplete code with specific requirements like "complete this function that takes a list and returns sorted unique elements" or "fill in this method body that must maintain the invariant that x stays positive" or "implement this interface method with these type constraints." Produces compilable, executable code with tests and a constraint satisfaction report.

abstract-domain-explorer

by ArabelaTso

Applies abstract interpretation using different abstract domains (intervals, octagons, polyhedra, sign, congruence) to statically analyze program variables and infer invariants, value ranges, and relationships. Use when analyzing program properties, inferring loop invariants, detecting potential errors, or understanding variable relationships through static analysis.

dep-graph

by ssiumha

Analyzes file-level import dependencies and generates interactive vis-network HTML report. Use when visualizing dependency graphs, analyzing import structure, checking circular dependencies, or understanding module relationships.

clearshot

by udayanwalvekar

"Structured screenshot analysis for UI implementation and critique. Analyzes every UI screenshot with a 5×5 spatial grid, full element inventory, and design system extraction — facts and taste together, every time. Escalates to full implementation blueprint when building. Trigger on any digital interface image file (png, jpg, gif, webp — websites, apps, dashboards, mockups, wireframes) or commands like 'analyse this screenshot,' 'rebuild this,' 'match this design,' 'clone this.' Skip for non-UI images (photos, memes, charts) unless the user explicitly wants to build a UI from them. Does NOT trigger on HTML source code, CSS, SVGs, or any code pasted as text."

coding-guidelines-verify

by jMerta

"Verify changes follow nearest-scoped AGENTS.md rules: group changed files by nested scope, auto-fix formatting, run lint/tests, and report violations. Use when the user wants scoped compliance checks for changed files."

posthog-analytics

by SylphAI-Inc

Automate PostHog dashboard creation, sync, update, and export via API

iran-israel-alerts

by magen-yehuda-intel

Monitor Iran-Israel-US military escalation and attack alerts using 85+ OSINT sources, satellite fire detection, seismic monitoring, cyber warfare tracking, military flight tracking, and real-time alert APIs. Includes interactive Leaflet strikes dashboard with 49K+ geolocated events, live feed pipeline, US/Iran military base overlays, PWA mobile support, and event type filtering. Use when checking for breaking military news, missile alerts, airstrikes, or geopolitical escalation between Iran, Israel, and the US. Triggers on questions about Iran attacks, Israel strikes, Middle East military alerts, OSINT updates, or escalation monitoring.

react-useeffect

by nweii

"React useEffect best practices. Use when writing Effects, derived values, or data fetching. Teaches when NOT to use Effects and better alternatives like useMemo or key props."

Analytics Architecture

by omer-metin

nextdns-api

by tuanductran

NextDNS API integration best practices for authentication, profile management, analytics, logs,

spike

by srstomp

Time-boxed technical investigation with structured output. Use for feasibility studies, architecture exploration, integration assessment, performance analysis, or risk evaluation. Creates spike tasks in ohno, enforces time-boxing, generates spike reports, and creates actionable follow-up tasks.

business-analytics-reporter

by ailabs-393

This skill should be used when analyzing business sales and revenue data from CSV files to identify weak areas, generate statistical insights, and provide strategic improvement recommendations. Use when the user requests a business performance report, asks to analyze sales data, wants to identify areas of weakness, or needs recommendations on business improvement strategies.

debug-to-fix

by ElliotJLT

When debugging frustration appears ("why isn't this working?", "it should work", "I don't understand"), orchestrate the full debug cycle: clarify → investigate → fix → verify. Prevents the common failure of jumping to fixes before understanding the problem. An elixir that chains rubber-duck and prove-it with investigation.

Sync Multi-Repo State

by Sounder25

Detects drift between multiple git repositories (e.g. forks, mirrors, or multi-module projects). Generates a drift report and optionally applies sync actions.

Dependency Tree Mapping

by Sounder25

Generate comprehensive dependency graphs to identify "single-points-of-failure" and impact analysis chains.

Detect Duplicate Files

by Sounder25

Identify duplicate files across the workspace using SHA256 hashing to reduce redundancy and confusion.

Dashboard Router

by Bbeierle12

Full-featured: All sub-skills

observable-gepa-migration

by raveeshbhalla

Migrate DSPy GEPA usage in DSPy from the original to gepa-observable. This makes it possible for teams to clearly review each iteration and the lineage to understand how their prompt is evolving. The repository offers a web dashboard for monitoring, but requires a custom GEPA fork that provides custom observers and LM call logging. Use when developers want to add observability to GEPA optimization.

review-code

by sebnow

"Performs structured, multi-perspective code review. Selects review perspectives based on the changeset, then produces a severity-ranked report with actionable findings. Use when reviewing code changes, verifying code safety/correctness, pre-merge reviews, or auditing existing code. Triggers: 'review code', 'code review', 'review changes', 'review this PR', 'review these commits'. Do NOT use for style-only feedback or cosmetic nitpicks."