Skills.
Give your AI a better way to work.
A skill is a set of written instructions that teaches an AI how to do one job the way it should be done: review a pull request, plan a migration, write the release notes.
Install one here and it travels with your account into Claude, Claude Code, Cursor and every other client you sign in with.
Category: Media
5,297 results · page 63 of 177
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software-design-reviewSkillMedia
Analyzes code based on John Ousterhout's "A Philosophy of Software Design". Identifies unnecessary complexity, shallow modules, information leaks, and design problems. Use when reviewing architecture, PRs, refactoring, or asking about code quality.
Ready to connect★ 381
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architecture-leadSkillMedia
Architecture consultation for Conductor orchestrator. Makes decisions about system design, patterns, component boundaries, and technical architecture. Can approve architectural choices within established patterns. Escalates novel patterns or breaking changes to Board of Directors.
Ready to connect★ 377
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eval-ui-uxSkillMedia
Specialized UI/UX evaluator for the Evaluate-Loop. Use this for evaluating UI shell tracks, design system tracks, screen implementation tracks, or any track where the primary deliverable is visual/interactive UI. Checks design system adherence, visual consistency, layout structure, responsive behavi
Ready to connect★ 377
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loop-execution-evaluatorSkillMedia
Evaluate-Loop Step 4: EVALUATE EXECUTION. This is the dispatcher agent — it determines the track type and invokes the correct specialized evaluator. Does NOT run a generic checklist. Instead dispatches to: eval-ui-ux (screens/design), eval-code-quality (features/infrastructure), eval-integration (AP
Ready to connect★ 377
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tastemakerSkillMedia
Generate genuinely beautiful, on-brand UI instead of generic "AI slop" — use whenever the user asks to build, design, style, or improve a UI, landing page, dashboard, app screen, or component, whenever a PRD/spec needs a design pass before implementation, whenever the user pastes reference images/Pi
Ready to connect★ 375
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asking-with-evidenceSkillMedia
The user asks a question about a video that was already watched or indexed — "what did they say about X", "what error code appears", "what happens at 2:30", "does the video show Y". Use this to answer from the persistent index with timestamped evidence and a confidence score instead of re-watching o
Ready to connect★ 370
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extracting-structureSkillMedia
The user wants structure pulled out of a watched video — "make chapters for this video", "where does the bug appear in this recording", "turn this screen recording into a bug report", "how strong is my intro/hook". Use this for deterministic extraction from the index — chapters with timestamps, a fi
Ready to connect★ 370
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learning-from-mistakesSkillMedia
The user corrected an answer about a video — "no, it actually says X", "that's the wrong timestamp", "you misread the error code" — or asks why a video answer was wrong. Use this to record the correction as a lesson so future answers on similar questions improve, and to show what the system has lear
Ready to connect★ 370
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recovering-from-errorsSkillMedia
A Watch Skill command failed, video download broke, ffmpeg or yt-dlp is missing, a provider returned an error, local vision stopped, or the user asks "why can't it watch this" or "repair my setup". Use this to diagnose and apply the engine's structured fix before retrying the original operation.
Ready to connect★ 370
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sharing-resultsSkillMedia
The user wants to share or hand off what was found in a video — "send this analysis to my team", "make a page I can share", "export the findings", "give me something I can attach to the ticket". Use this to render a self-contained offline HTML viewer page with the frames, transcript, and every cache
Ready to connect★ 370
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the-loopSkillMedia
The user built or changed something visual — a UI, an animation, a game, a generated video — and wants it verified, or asks "why does my UI look wrong", "check that the fix actually worked", "does the animation glitch". Use this to record the running thing, critique the recording against plain-langu
Ready to connect★ 370
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watchSkillMedia
Watch any video (URL, stream, or local path) via Watch Skill. Downloads, extracts scene-aware deduped frames, OCRs them, transcribes (captions first, then local Whisper — offline by default), indexes everything, and hands the result to the agent. Follow-up questions are answered from the persistent
Ready to connect★ 370
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sttSkillMedia
Speech-to-text — transcribe voice to text using device microphone. Use for voice commands, dictation, or hands-free input.
Ready to connect★ 372
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ttsSkillMedia
Text-to-speech — make the device speak text aloud. Use for voice announcements, reading content aloud, or accessibility.
Ready to connect★ 372
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principle-exhaust-the-design-spaceSkillMedia
Apply when facing a novel UI interaction or architectural decision with no precedent in the codebase. Build 2-3 competing prototypes and compare side by side before committing.
Ready to connect★ 341
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principle-redesign-from-first-principlesSkillMedia
Apply when integrating a new requirement into an existing design. Redesign as if the requirement had been a foundational assumption from day one, instead of bolting it on.
Ready to connect★ 341
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harnessSkillMedia
Configures the harness. A meta-skill that defines specialized agents and creates the skills those agents will use. Use when (1) asked to 'configure the harness' or 'build the harness', (2) asked for 'harness design' or 'harness engineering', (3) building a harness-based automation framework for a ne
Ready to connect★ 364
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measured-ui-calloutsSkillMedia
Turns real screen captures into content images or GIFs. Blurs out personal information, and places highlight boxes based on the element's actual rendered coordinates rather than eyeballing it.
Ready to connect★ 364
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multi-method-image-generationSkillMedia
When an image is needed, it simultaneously tries all available routes (image generation APIs, HTML/CSS rendering, owned photos, existing web assets), compares the results, and makes a recommendation.
Ready to connect★ 364
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hardware-solutionSkillMedia
Use when the user needs embedded hardware architecture, MCU/SoC selection, power tree design, interface planning, sensor/actuator selection, RF/connectivity, BOM risk assessment, PCB/layout constraints, schematic-ready proposals, validation plans, or hardware design review.
Ready to connect★ 364
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cellpose-cell-segmentationSkillMedia
DL cell/nucleus segmentation for fluorescence and brightfield microscopy. Pre-trained models (cyto3, nuclei, tissuenet) and a generalist flow-based algorithm segment cells without retraining. Outputs label masks for morphology and tracking. Use scikit-image watershed for rule-based; Cellpose when DL
Ready to connect★ 363
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cobrapy-metabolic-modelingSkillMedia
Constraint-based (COBRA) analysis of genome-scale metabolic models: FBA, FVA, knockouts, flux sampling, production envelopes, gapfilling, media optimization. Use for strain design, essential gene ID, flux analysis. For kinetic modeling use tellurium; for visualization use Escher.
Ready to connect★ 363
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esm-protein-language-modelSkillMedia
Protein language models (ESM3, ESM C) for sequence generation, structure prediction, inverse folding, and embeddings. Design novel proteins, extract ML features, or fold sequences. Local GPU or EvolutionaryScale Forge API. Use AlphaFold for traditional folding; RDKit for small molecules.
Ready to connect★ 363
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etetoolkitSkillMedia
ETE Toolkit (ETE3): Python phylogenetic tree analysis and visualization. Parse Newick/NHX/PhyloXML, traverse/annotate nodes, render figures with TreeStyle/NodeStyle, integrate NCBI taxonomy, run PhyloTree comparative genomics. Use for species trees, gene family evolution, annotated tree figures.
Ready to connect★ 363
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molecular-visualization-3dmolSkillMedia
3Dmol.js WebGL molecular visualization emitted as self-contained HTML. Render structures (PDB/SDF/XYZ/MOL2/cube) with stick, sphere, cartoon, line, and surface styles; animate trajectories with a frame-delay (interval, ms) control; and animate vibrational normal modes via vibrate() from per-atom dx/
Ready to connect★ 363
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nature-figure-guideSkillMedia
Nature figure preparation: resolution (300+ DPI), formats (AI/EPS/TIFF), RGB color, Helvetica/Arial fonts, lowercase panel labels, image integrity requirements.
Ready to connect★ 363
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nejm-figure-guideSkillMedia
NEJM figure preparation: resolution (300-1200 DPI), editable vector formats (AI/EPS/SVG), in-house medical illustration policy, and strict image integrity requirements.
Ready to connect★ 363
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nnunet-segmentationSkillMedia
Medical image segmentation with nnU-Net's self-configuring framework — auto-selects architecture, preprocessing, training for any modality. CT, MRI, microscopy, ultrasound in 2D, 3D full-res, 3D low-res, cascade. Pipeline: convert → plan/preprocess → train (5-fold CV) → best config → predict → ensem
Ready to connect★ 363
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opencv-bioimage-analysisSkillMedia
Computer vision for bio-image preprocessing, feature detection, real-time microscopy. Color conversion, morphology, contour/blob detection, template matching, optical flow on fluorescence/brightfield. 10-100× faster than pure Python via C++. Use scikit-image for scientific morphometry/regionprops; O
Ready to connect★ 363
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scientific-schematicsSkillMedia
Lets your agent create publication-quality scientific diagrams like neural network schematics and flowcharts.
Ready to connect★ 363
What is a skill?
A skill is plain text, usually a SKILL.md file and the scripts it refers to, written for an AI rather than for a person. It carries the steps, the house rules and the examples a good answer needs, so you stop pasting the same briefing into every new chat.
54,764 of the 55,196 skills listed here can be served through ahel today, and they come from public repositories. Each one has its own page with the instructions themselves on it, so you can read what a skill will tell your AI to do before you install it.
Install one and every AI you use gets it
Installing a skill adds it to your gateway and turns it on in the same step. Claude Code surfaces it as a slash command; any client can read the full instructions with the skill_read tool.
Nothing is copied into a project folder. The instructions are served from your account, so the same skill is there in every AI you connect, and turning it off removes it from all of them at once.