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: Productivity
2,715 results · page 65 of 91
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etaSkillProductivity
When a user asks how long a task will take, requests a time estimate, or before starting any non-trivial coding task, immediately run scripts/estimate_task.py to analyze the codebase scope and provide a data-driven time estimate. Show the estimate breakdown, risk factors, and checkpoint recommendati
Ready to connect★ 62
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loose-endsSkillProductivity
Before declaring work complete, checks for loose ends: unused imports, TODO comments created, missing tests, stale references, incomplete error handling. Activates after implementing features or fixes. The cleanup that always gets skipped.
Ready to connect★ 62
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map-reduceSkillProductivity
Orchestration pattern for large-scale processing where work is distributed, processed independently, then combined. Map phase splits and processes, Reduce phase aggregates results. Use for codebase-wide analysis, bulk transformations, or any task where "do X to everything, then summarize."
Ready to connect★ 62
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pipeline-optionSkillProductivity
Add runtime UI options (select/checkbox/switch/input) to MaaFramework option surfaces such as `assets/interface.json` or `assets/resource/tasks/**/*.json`. Use when adding a user-facing toggle, selector, checkbox, or input; wiring options to `pipeline_override`; aligning option paths with Python `co
Ready to connect★ 62
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pipeline-testingSkillProductivity
Test and validate MaaFramework Pipeline JSON, recognition nodes, action nodes, CustomAction/CustomRecognition wiring, resource loading, and end-to-end task behavior. Use when running `run_pipeline`, checking OCR/TemplateMatch/ColorMatch ROI, validating `context.run_task()` results, auditing `action:
Ready to connect★ 62
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pre-mortemSkillProductivity
Before starting ANY significant task (feature build, refactor, integration, migration, or architectural change), first imagine the project has failed. Generate 3-5 specific failure scenarios, assess risk levels, identify mitigations, then adjust the implementation plan to address high-risk items FIR
Ready to connect★ 62
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prove-itSkillProductivity
Before declaring any task complete, actually verify the outcome. Run the code. Test the fix. Check the output. Claude's training optimizes for plausible-looking output, not verified-correct output. This skill forces the verification step that doesn't come naturally. No victory laps without proof.
Ready to connect★ 62
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skill-gateSkillProductivity
Before starting any significant task, force explicit evaluation of available skills. For each potentially relevant skill, state YES/NO with reasoning. Only proceed to implementation after skills have been consciously evaluated and activated. Prevents the ~50% "coin flip" activation rate that occurs
Ready to connect★ 62
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slow-is-fastSkillProductivity
Research → Plan → Code workflow. Enforces evidence-based reasoning, codebase research, and structured planning before code modifications. Applied automatically for moderate+ tasks.
Ready to connect★ 62
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benai-skill-creator-skillSkillProductivity
Turn a task you just finished into a small, reliable, single-purpose skill by reverse-engineering the process from the conversation you already had. Also improves or audits an existing skill. Use this AFTER you have done a piece of knowledge work in a chat (research, a draft, an analysis, a prep doc
Ready to connect★ 61
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building-automationsSkillProductivity
"Automate persistent Backoffice behavior from events or schedules. Use when the user explicitly asks to create or change an automation, event-triggered route, scheduled route, or saved workflow that should run later."
Ready to connect★ 61
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cv-anisotropic-spacing-trilinear-resampleSkillProductivity
Resample a 3D medical volume to a fixed network input shape using physical voxel spacing (dz, dy, dx), correcting the Z dimension by the dz/dy ratio so anisotropic CT scans (1mm in-plane, 5mm slice) end up anatomically isotropic before trilinear interpolation
Ready to connect★ 61
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cv-coverage-stratified-splitSkillProductivity
Stratify train/validation split by binned mask coverage percentage to ensure balanced foreground representation in segmentation tasks
Ready to connect★ 61
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cv-dicom-freq-histogram-normalizationSkillProductivity
Normalize DICOM pixel values using frequency-equalized histogram bins for globally consistent non-linear intensity mapping
Ready to connect★ 61
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cv-focal-lossSkillProductivity
Alpha-weighted focal loss that down-weights easy examples to focus training on hard, misclassified pixels in imbalanced segmentation tasks.
Ready to connect★ 61
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cv-siamese-pairwise-comparison-headSkillProductivity
Siamese network head that compares two embeddings via element-wise multiply, add, abs-diff, and squared-diff features for verification tasks
Ready to connect★ 61
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horizonSkillProductivity
Strategic owner of Horizon, the VNX future-state layer (roadmap -> tracks -> deliverables) and the plan-first gate. USE THIS when the user wants to plan the next VNX feature, decide what to build next, add something to the roadmap, prioritize or schedule (inplannen) work into now/next/later horizons
Ready to connect★ 61
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interacting-with-project-runtimeSkillProductivity
Interacting with a project's JVM runtime through the Kotlin REPL to execute focused probes against project classes and dependencies. Activate when behavior must be observed by running code; use using-gradle for build inspection or task execution.
Ready to connect★ 60
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marketing-os-routinesSkillProductivity
Create and manage the Marketing OS routines as scheduled tasks: ten of them in two groups: five operating routines (morning performance sweep, content pipeline sync, campaign sync, dashboard, monthly report) and five intelligence and review routines (market scan, customer intel, competitor radar, pi
Ready to connect★ 61
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operatorSkillProductivity
Build and schedule a personalized Operator prompt that runs a Baalda vault as a second brain on a recurring cadence. Run it from inside the vault: it reads Context/ and CLAUDE.md first to infer org, team, brand voice and paths, then asks only the gaps (cadence, connectors, DM recipient, budgets, sig
Ready to connect★ 61
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orchestrate-ompSkillProductivity
Coordinate OMP subagents on substantial work. Use when parallel discovery, specialist review, or clearly partitioned implementation will shorten or strengthen the result; skip trivial tasks.
Ready to connect★ 61
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os-operatorSkillProductivity
Build and schedule a personalized Operator prompt that runs the user's second brain on a recurring cadence. The skill is invoked from inside the vault folder locally — it reads `Context/` and `CLAUDE.md` first to infer org, team, brand voice, and paths, then asks ONLY the gaps it can't determine (ca
Ready to connect★ 61
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pstack-ompSkillProductivity
OMP adapter for poteto-mode. Maps canonical pstack roles and lifecycle protocols to current OMP task agents, batching, isolation, IRC follow-ups, and durable result resources.
Ready to connect★ 61
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using-gradleSkillProductivity
Using Gradle MCP tools to inspect and run existing builds, including projects, tasks, properties, dependencies, and build results. Activate for Gradle build operation and diagnosis; use authoring-gradle-builds when the build definition itself must change.
Ready to connect★ 60
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workflowsSkillProductivity
"Orchestrate durable multi-step work with defineWorkflow and operate workflow instances. Use when a current task needs retries, sleeps, waiting for an external event, or the user asks to inspect, signal, or retry a workflow instance."
Ready to connect★ 61
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biomed-dispatchSkillProductivity
Dispatch biomedical research and data analysis tasks to Claude Code with K-Dense Scientific Skills. Use this skill when the user asks to run any bioinformatics, genomics, drug discovery, clinical data analysis, proteomics, multi-omics, medical imaging, or scientific computation task. Also use for li
Ready to connect★ 60
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cjk-vizSkillProductivity
CJK (Chinese/Japanese/Korean) font detection and matplotlib configuration. Before starting any visualization task involving Chinese labels, titles, or legends, you must first run this skill's font detection process to ensure no tofu/garbled characters appear. Applies to matplotlib / seaborn / plotly
Ready to connect★ 60
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endless-ideas-migrationSkillProductivity
Use when David wants to mass-migrate tasks out of Todoist into brain/good-ideas.md. Filters all tasks against David's current priorities, keeps only actionable tasks, moves everything else. Triggers on purge, migrate, clean todoist, too many tasks, overwhelmed, move to endless ideas.
Ready to connect★ 60
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organize-tasksSkillProductivity
Use when David wants to clean up, review, or triage his Todoist tasks. Batch review process - 4 tasks at a time, David decides, AI executes.
Ready to connect★ 60
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research-promptSkillProductivity
Lets your agent turn a vague research question into one precise deep-research prompt with context and output criteria.
Ready to connect★ 60
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.