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Results for “struct”

11.4K skills · sorted by relevance

Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse complex JSON with type safety, and stream partial results with Instructor - battle-tested structured output library

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Lord1Egypt/awesome-skill-forge2Updated Jun 10, 2026

Complete construction estimating and cost management system. Use when preparing project estimates, bid proposals, cost breakdowns, value engineering, change order management, or construction budget tracking. Covers residential, commercial, and infrastructure projects. Trigger on 'estimate', 'construction cost', 'bid', 'takeoff', 'cost breakdown', 'change order', 'value engineering', 'construction budget', 'unit pricing', 'RSMeans'.

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johnalbertini14-glitch/openclaw-skills2Updated Feb 26, 2026

gateguard

FreeSummaryAI rating 80

Configure a Claude hook, a check before tool execution, that pauses initial edits and file creation to request concrete facts. It prompts investigation of callers, data structures, and user instructions, with separate checks for destructive commands.

  • Checking affected modules before editing
  • Checking data structures before changes
  • Configuring exemptions for tests and generated files
affaan-m/ECC285.4KUpdated Oct 21, 2026

instructor

FreeSummaryAI rating 90

Extract information from text into defined fields, then check types and values with Pydantic, a Python data validation library. The skill covers structured LLM responses, automatic retries after validation failures, and streaming results as they are generated.

  • Extracting contact or company details from text
  • Classifying articles into predefined categories
  • Organizing review analysis into consistent fields
NousResearch/hermes-agent255.8KUpdated Oct 21, 2026

smart-explore

FreeSummary

Explore code through structural search: find functions and classes, view file outlines, and open only the implementations you need. It uses tree-sitter, a parser that identifies code structure, to limit how much source text is loaded.

  • Finding functions related to a feature
  • Navigating the structure of a large source file
  • Reading only a specific function's implementation
thedotmack/claude-mem102.1KUpdated Oct 21, 2026

github-deep-research

FreeSummaryAI rating 80

Investigate a GitHub project through repository data and web sources, then produce a Markdown report covering its development history, technical structure, activity metrics, and alternatives, with citations and diagrams where useful.

  • Investigating an open source project's technical structure
  • Reconstructing development milestones from commits and releases
  • Comparing a project with competing alternatives
bytedance/deer-flow84.2KUpdated Oct 21, 2026

article

FreeSummary

Check article pages for structured data, machine-readable details that help search engines understand content. Review required properties, add Article metadata in JSON-LD format, and verify the rendered page and HTTP response for specific implementation gaps.

  • Checking structured data on blog articles
  • Adding Article metadata in JSON-LD format
  • Finding missing headlines, images, dates, or authors
thedaviddias/Front-End-Checklist74.5KUpdated Oct 6, 2026

skill-creator

FreeSummary

Create or update Codex skills with focused instructions and supporting files where needed. Organize reusable scripts, references, and output assets, clarify when the skill applies, and validate its structure without expanding the user's requested scope.

  • Turn a recurring task into a Codex skill
  • Revise instructions in an existing skill
  • Organize scripts, references, and output assets
openinterpreter/openinterpreter68.6KUpdated Oct 11, 2026

tamarind

FreeSummary

Run protein structure prediction, molecular design, and docking tools on Tamarind Bio without a local GPU. Guides tool selection, input validation, job submission, batch processing, and result retrieval through its REST API or MCP server.

  • Predicting protein structures in the cloud
  • Running binder or antibody design tools
  • Submitting batches of sequences for analysis
K-Dense-AI/scientific-agent-skills53.5KUpdated Oct 19, 2026

pymatgen

FreeSummary

Validate and convert crystal and molecular structures, compare symmetry assignments, and build phase diagrams showing relative stability from local calculation data. Preserve sources and parameters while analyzing materials data or planning limited Materials Project queries.

  • Validating crystal structures in CIF files
  • Comparing symmetry assignments across tolerances
  • Converting structure files and checking information loss
K-Dense-AI/scientific-agent-skills53.5KUpdated Oct 19, 2026

claude-md-improver

Official · ClaudeFreeSummary

Review CLAUDE.md files, which provide project instructions to Claude Code. Receive a scored quality report covering commands, structure, and outdated guidance, then approve focused edits that keep the instructions concise and useful.

  • Auditing project instructions for Claude Code
  • Updating outdated build and test commands
  • Reviewing instructions across multiple packages
anthropics/claude-plugins-official43.5KUpdated Oct 21, 2026

Reconstruct frontend behavior from served JavaScript, build manifests, and source maps, which link built code to source. Trace loaded modules, recover route and API references, and identify the smallest asset sequence that explains observed behavior.

  • Reconstructing the structure of served JavaScript
  • Recovering route and API references from built assets
  • Tracing chunk loading and obscured loader code
zhaoxuya520/reverse-skill42.9KUpdated Sep 22, 2026

dsl-vm-reverse

FreeSummary

Analyze custom virtual machines written in JavaScript by extracting instruction tables, examining constants, and capturing runtime state. Use the findings to reconstruct how obfuscated code executes, including custom runtimes used in risk-control engines.

  • Identify a custom virtual machine in obfuscated JavaScript
  • Extract and classify virtual machine instructions
  • Trace exported functions and their execution flow
zhaoxuya520/reverse-skill42.9KUpdated Sep 22, 2026

claude-md

FreeSummary

Create, improve, or audit CLAUDE.md files that explain a project's purpose, structure, and development workflow to AI agents. Organize essential instructions, remove redundant content, and link to detailed documents where needed.

  • Creating project instructions for AI agents
  • Condensing an overly long CLAUDE.md
  • Auditing existing instructions without editing files
luongnv89/claude-howto42.5KUpdated Oct 20, 2026

claude-md

FreeSummary

Create, improve, or audit CLAUDE.md files that explain a project's purpose, structure, and development workflow to AI agents. Organize essential instructions, remove redundant content, and link to detailed documents where needed.

  • Creating project instructions for AI agents
  • Condensing an overly long CLAUDE.md
  • Auditing existing instructions without editing files
luongnv89/claude-howto42.5KUpdated Oct 20, 2026

Analyze compiled programs without running them by recognizing branches, loops, data structures, and common instruction patterns. Use disassembly and decompilation, which translate machine code into readable representations, to reconstruct program logic and document findings.

  • Understand an unfamiliar executable
  • Reconstruct branches and loops from assembly
  • Infer data structures and function parameters
wshobson/agents41.4KUpdated Oct 20, 2026

process-letter

Official · ClaudeFreeSummary

Draft letters for seller-led M&A processes, including initial offer instructions, final bid requirements, and management meeting invitations. Organize deadlines, submission details, evaluation criteria, and meeting logistics into Word documents for client review.

  • Requesting initial offers from prospective buyers
  • Preparing instructions for final-round bids
  • Inviting buyers to management presentations
anthropics/financial-services40.6KUpdated Sep 22, 2026

Turn existing Azure infrastructure into Terraform code using Azure Verified Modules, reusable infrastructure components. Discover resources, document dependencies, derive import addresses from module source, and check plans for unwanted changes to the live environment.

  • Bring existing Azure resources under Terraform management
  • Generate code for a subscription or resource group
  • Document resource dependencies and architecture
github/awesome-copilot40.3KUpdated Oct 21, 2026

Create a structured review after a production incident, focusing on systems and processes without blaming individuals. Reconstruct events, quantify impact, investigate causes, and document specific follow-up actions with named owners and deadlines.

  • Write a review after a production outage
  • Reconstruct an incident timeline from records
  • Separate root causes from contributing factors
github/awesome-copilot40.3KUpdated Oct 21, 2026

Compare two versions of a project and turn migration patterns into instructions for GitHub Copilot. Document API replacements, new conventions, obsolete patterns, and validation steps so future code changes follow the same approach.

  • Documenting framework version upgrades
  • Creating rules for replacing a technology
  • Preserving conventions after architectural refactoring
github/awesome-copilot40.3KUpdated Oct 21, 2026

Design Azure infrastructure from plain language or visualize existing resources as interactive diagrams. Refine the architecture through conversation, then generate Bicep infrastructure code, review it, and validate changes before deployment.

  • Designing a new Azure architecture
  • Visualizing existing Azure resources
  • Planning cost or security changes
github/awesome-copilot40.3KUpdated Oct 21, 2026

terraform-skill

FreeSummary

Design and review infrastructure managed with Terraform or OpenTofu. Get guidance on reusable modules, testing choices, automated deployment workflows, and security checks, with approaches suited to different software versions and the cost of running tests.

  • Designing reusable infrastructure modules
  • Choosing infrastructure testing methods
  • Setting up automated infrastructure deployment
agentscope-ai/QwenPaw35.9KUpdated Oct 21, 2026

migrate-memory

FreeSummary

Move legacy NanoClaw memory and Claude auto-memory into a shared structure used across providers. The skill separates lasting facts from standing instructions, updates indexes, records each file's outcome, and verifies recall after approval.

  • Migrating memory after a shared-memory update
  • Organizing legacy CLAUDE.md and Claude auto-memory
  • Separating lasting facts from standing instructions
nanocoai/nanoclaw31KUpdated Oct 21, 2026

Design a shared data platform across Google Cloud, AWS, and Azure for analytics and AI. The skill turns requirements into architecture diagrams, infrastructure code, deployment instructions, and validation checks using Apache Iceberg and BigQuery data agents.

  • Designing a data platform across multiple clouds
  • Planning data ingestion and AI serving components
  • Preparing infrastructure code and deployment instructions
google/skills21.5KUpdated Oct 21, 2026