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Retune a collection of skills for a new model using archived runs and controlled comparisons. Establish normal measurement variation, register success criteria before editing, and make targeted changes until measured behavior meets the criteria or a specific limitation is reported.

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• Investigating skill regressions after switching models
• Measuring the effect of instruction changes
• Separating behavior improvements from normal run variation

Create or update skills using OpenSEO's repository conventions. Keep one canonical source, distinguish internal and public workflows, maintain Claude Code links, and register public skills in documentation, the in-app agent, and plugin bundles.

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• Add a new skill to the OpenSEO repository
• Turn a development workflow into an internal skill
• Repair drift between skill directories

Manage OpenWork feature releases with feature flags, switches that control access to new behavior. Register features before coding, release them by organization and deployment, prepare a global shutdown option, and remove temporary flags after rollout.

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• Registering a feature before implementation
• Releasing a feature to selected organizations
• Separating cloud and self-hosted availability

Guides development of iii functions, event triggers, and workers, the processes that execute functions. Helps choose result-returning calls, one-way calls, or queued work, inspect live registrations, and connect existing HTTP services.

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• Running a function on an HTTP request or schedule
• Choosing between direct calls and queued work
• Inspecting registered workers and functions

Develop or port CPU kernels, the low-level calculation routines used by MNN. Follow staged implementation guidance, check data layout agreements, register functions, and verify correctness across processor instruction sets and numerical precision settings.

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• Implementing or porting an MNN CPU kernel
• Adding support for a processor instruction set
• Changing packed data layouts or tile sizes

Import FBX 3D models into CARLA on UE 5.8 and register them as props that can be placed in a simulation. Check measured dimensions, adjust scale, verify placement on a running server, and undo imports when needed.

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• Add a custom bench or object to CARLA
• Fix imported props missing from the blueprint library
• Import a folder of props organized by tag

Register arXiv papers on Hugging Face Hub, connect them to models and datasets, and manage authorship claims and profile visibility. Create research articles from Markdown templates and convert them into HTML for sharing.

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• Registering an arXiv paper on Hugging Face Hub
• Linking papers to models and datasets
• Managing authorship claims and profile visibility

Assess operational risks in processes, projects, or suppliers using provided evidence. Separate observed facts from possible consequences, propose practical responses, and prepare concise summaries or risk registers without treating unknown controls as confirmed gaps.

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• Assess risks in business processes
• Review operational risks in projects or suppliers
• Prepare a risk register

Register, update, or clear five doctor profile fields: preferred name, region, hospital, department, and professional rank. The skill obtains explicit consent and collects missing details gradually to support personalized learning or subscription setup.

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• Registering a profile for personalized medical learning
• Updating a department, region, or professional rank
• Filling missing profile details one at a time

Check regulatory feeds for updates since the last review and filter them by relevance to your work. Receive a digest grouped by importance, with source labels, effective dates, and comment deadlines where applicable.

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• Reviewing regulatory updates since the last check
• Tracking comment deadlines for proposed rules
• Classifying a pasted regulatory announcement

Set up regulatory monitoring by identifying which regulators to follow, what changes deserve attention, and where company policies are stored. The interview builds a watchlist, indexes policies, and checks which external connections actually respond.

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• Create an initial regulator watchlist
• Set thresholds for immediate alerts and weekly digests
• Index company policies and their owners

Use gog to check whether URLs are indexed in Google Search Console, query search performance data, inspect registered sites, and manage sitemaps, including listing, submitting, and deleting them.

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• Checking whether a URL is indexed by Google
• Querying search performance data
• Reviewing sites registered in Search Console

Manage Git user settings and authentication for a specific workspace. Set configuration values, register HTTPS access tokens, and import SSH keys, with options to list or remove credentials without exposing stored tokens or private keys in listings.

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• Setting Git user information for a workspace
• Registering an HTTPS access token
• Importing an SSH key for Git authentication

Retrieve HLA alleles, forms of HLA genes, and cell metadata from the public IPD API. Filter allele records by name, limit returned items, and receive concise summaries, with raw JSON or text available on request.

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• Browse a small set of registered HLA alleles
• Filter HLA allele records by part of a name
• Check cell metadata registered in IPD

Create SVG illustrations of active figures using one continuous black line and offset color patches that resemble misaligned printing. The skill guides poses, colors, composition, rendering, and visual checks for product pages and announcement cards.

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• Illustrations for empty states and 404 pages
• Playful figures for onboarding screens
• Artwork for blog headers and launch announcements

Connect an AI agent to OpenServ, register its workflows, and configure scheduled, webhook, manual, or paid requests. The skill covers account setup, credentials, model settings, cloud deployment, and blockchain-based agent identity.

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• Register an agent and its workflow on OpenServ
• Run tasks on a schedule or through webhooks
• Charge callers for each agent request

Manage agent identities and delegated work on OKX AI, from finding service providers and publishing tasks to reviewing deliveries. It also covers task monitoring, AI service subscriptions, and communication setup between agents.

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• Registering an agent and listing its services
• Finding providers and publishing tasks
• Reviewing deliveries and handling disputes

Use the OpenServ Ideaboard API to find service ideas, register work in progress, and report completed implementations. It also covers proposing ideas, coordinating through comments, and sharing service URLs that accept payments through x402.

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• Search service ideas by keyword or tag
• Register work on an idea and report completion
• Submit ideas and track implementation progress

Create and distribute NFTs and tokens on Solana, or register blockchain identities for agents. The skill guides selection of Metaplex tools and explains when to use its command-line interface or SDKs, libraries for writing application code.

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• Create NFTs and collections on Solana
• Prepare an NFT drop with minting rules
• Launch a token with Genesis

Set up Ouroboros inside Claude Code with a guided wizard. Check runtime requirements, configure the Claude runtime, optionally add project instructions to CLAUDE.md, and register existing repositories as context for future interviews.

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• Setting up Ouroboros in Claude Code
• Checking Python and runtime requirements
• Adding Ouroboros instructions to CLAUDE.md

Register and search existing Git repositories and worktrees, then choose which projects Ouroboros interviews use as context. You can also generate a configuration containing verified build, test, and other check commands for the evaluation workflow.

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• Selecting existing projects as interview context
• Finding registered repositories by topic
• Rescanning after repositories are added or moved

Manage Reddit account activity through a staged 30-day plan, progressing from browsing and voting to comments and brand promotion. Track daily work, publishing approvals, account progress, and follow-up replies using local records.

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• Start a staged activity plan for a new Reddit account
• Manage daily Reddit tasks and progress
• Review comment and post drafts before publishing

Add datasets, models, and other components to machine learning projects using consistent registration and creation patterns. The skill guides file placement, configuration, and automatic module loading so new components fit the project's established architecture.

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• Adding a registered Dataset class
• Creating a model driven by configuration
• Wiring registration and creation logic in a new module

Guides task delegation to Worker agents, completion handling, and recurring task management. It explains how to register assignments, synchronize task files and results, and choose the relevant procedure when checking worker availability or updating task state.

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• Selecting an available Worker for a task
• Registering and delegating a one-off task
• Retrieving results after a completion report