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: Dev tools
18,403 results · page 456 of 614
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cv-rotation-tta-segmentationSkillDev tools
Test-time augmentation via 4 rotation angles (0/90/180/270), applying inverse rotation to each prediction before averaging
Ready to connect★ 61
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cv-sigmoid-normalized-rmseSkillDev tools
Sigmoid-transformed normalized RMSE that maps error from [0,inf) to a bounded (0,1] similarity score using R2-score ratio
Ready to connect★ 61
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day-closeSkillDev tools
Day Close protocol. Alias for /run-protocol close day — symmetry with /day-open.
Ready to connect★ 61
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debug-failing-testSkillDev tools
Systematic process for diagnosing and fixing a failing test
Ready to connect★ 61
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debuggerSkillDev tools
Systematic debugging specialist focused on root cause analysis
Ready to connect★ 61
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extendSkillDev tools
IWE extensibility catalog: what can be customized, which extension points exist, which parameters are available, how to install a third-party extension.
Ready to connect★ 61
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fabric-referenceSkillDev tools
Read-only runbook for how the VNX fabric actually works — state resolution, the single-entry dispatch door, gate invocation, the horizon planning layer, the plan-gate panel, and the hard gotchas that repeatedly bite (PATH-break, dual-CLI, codex-cert, classifier-protected actions). Use when you need
Ready to connect★ 61
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featureplan-kickoffSkillDev tools
VNX feature-execution kickoff preflight. USE THIS when starting or resuming a feature or track from its plan: checking worktree/queue/staging health, finding the first promoteable dispatch, and handing off to @t0-orchestrator. Reads the feature's track + plan doc from Horizon's tracks DB (`vnx horiz
Ready to connect★ 61
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fetch-weather-reportSkillDev tools
Fetch the current weather forecast for a specified location and return a structured summary.
Ready to connect★ 61
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frontend-developerSkillDev tools
Frontend specialist creating distinctive, production-grade interfaces
Ready to connect★ 61
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iwe-bug-reportSkillDev tools
Report a bug or issue with the IWE platform. Creates a GitHub issue in FMT-exocortex-template.
Ready to connect★ 61
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iwe-rules-reviewSkillDev tools
Weekly review of IWE work culture (element 14 — System Evolution). Runs during Week Close.
Ready to connect★ 61
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mind-cloneSkillDev tools
Activate a Cognitive Digital Twin. Can simulate a custom subject (via core/ directory) OR load pre-installed celebrity/expert personas (from personas/ directory).
Ready to connect★ 61
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month-closeSkillDev tools
Month Close protocol. Stage 7 of the VDV v9 cascade (PD.METHOD.008). Runs on the first Monday of the month, before the Strategy Session.
Ready to connect★ 61
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narrative-buildingSkillDev tools
Draft or audit scientific introductions. Use for argument logic, framing, contribution structure, and coherence across multiple studies or experiments.
Ready to connect★ 61
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org-devSkillDev tools
Organizational Development Manager (R31): guides the subject from an organizational change request (self/team/organization) to a concrete first step from SE/SM/PE. Step 0 — system type classifier (MIM.M.030, 7 questions). Step 3 — routing-table (MIM.M.031).
Ready to connect★ 61
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oss-evaluate-repoSkillDev tools
Evaluate whether an OSS repo is worth long-term investment before committing time. Assesses project health, governance, community, bus factor, and trajectory. Use when deciding whether to contribute to a specific repo, choosing between multiple repos, or evaluating a project's sustainability. Not fo
Ready to connect★ 61
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oss-explore-repoSkillDev tools
Guided codebase exploration for understanding a repo's architecture, patterns, and domain language before contributing. Not issue-specific. builds general understanding. Use when exploring a new repo, wanting to understand how a project works, or preparing to become a regular contributor. Not for le
Ready to connect★ 61
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oss-find-issueSkillDev tools
Find unclaimed open source issues that match the user's skills and experience level. Searches for issues created by maintainers/org admins, checks contribution eligibility, and ranks by learning value. Use when looking for an issue to contribute to, starting OSS contributions, or finding GSoC-friend
Ready to connect★ 61
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oss-learn-stackSkillDev tools
Learn unfamiliar technologies used in a repo by studying how the repo actually uses them. Finds patterns, explains concepts in context, and points to examples in the codebase. Use when a repo uses frameworks, languages, or patterns you haven't worked with before. Not for mapping a repo's architectur
Ready to connect★ 61
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oss-prep-to-contributeSkillDev tools
Prepare to contribute to an open source repo. Reads all contribution docs, checks eligibility, assesses the user's knowledge gaps, and fills them before coding starts. Use after finding an issue with oss-find-issue, or when starting work on any OSS repo. Not for installing dependencies or getting th
Ready to connect★ 61
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oss-review-prsSkillDev tools
Review other contributors' PRs to learn the codebase and build maintainer trust. Guides structured diff reading, helps formulate review comments, and teaches how to distinguish blocking issues from nits. Use when you want to learn a codebase by reviewing PRs, build trust with maintainers before cont
Ready to connect★ 61
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oss-second-contributionSkillDev tools
Plan and execute your second and third contributions to become a regular contributor. Covers relationship building, progressive complexity escalation, and community presence. Use when your first PR was merged and you want to keep contributing, when transitioning from one-off contributor to regular,
Ready to connect★ 61
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oss-setup-dev-envSkillDev tools
Set up a complete development environment for an unfamiliar OSS repo. Handles dependency installation, building, running tests, and configuring dev tooling. Use when cloning a new OSS repo and setting up for development, when the repo's setup instructions don't work, or when you need to debug enviro
Ready to connect★ 61
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oss-write-testsSkillDev tools
Write tests for untested OSS code as a standalone contribution. Identifies coverage gaps, studies the repo's test conventions, and guides the user through writing tests that match existing patterns. Use when contributing tests to an open source repo, looking for a low-risk first contribution, or imp
Ready to connect★ 61
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pack-creatorSkillDev tools
Guide a PACK-X author through the SPF fill cycle 01-11. Calls R28 Diagnostician to select mode (assembly/hybrid/full SPF) and leads through phases. Protects the read-only upstream invariant via PreToolUse hook.
Ready to connect★ 61
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pack-newSkillDev tools
Create a new Pack — guided flow through SPF: choose domain, name Pack, scaffold structure, fill roadmap.
Ready to connect★ 61
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performance-profilerSkillDev tools
System bottleneck identification, resource optimization, and performance analysis
Ready to connect★ 61
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presubmitSkillDev tools
Launcher and setup wizard for the standalone presubmit CLI, an API-driven adversarial peer-review pipeline of 30-plus stages (Red Team finders, Blue Team defence, verification cascade, legal pass, copyedit) that writes one consolidated review report to disk. Verifies the install and the API key, set
Ready to connect★ 61
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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.
59,937 of the 59,937 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 workspace 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.