Software Development AI agent skills

13,359 skills in the archive. Read a skill’s instructions or open its original repository.

• Tanstack Vue Virtual Skilld

  by @skilld-dev

  Headless UI for virtualizing scrollable elements in Vue. ALWAYS use when writing code importing "@tanstack/vue-virtual". Consult for debugging, best practices, or modifying @tanstack/vue-virtual, tanstack/vue-virtual, tanstack…

• Vueuse Motion Skilld

  by @skilld-dev

  Vue Composables putting your components in motion. ALWAYS use when writing code importing "@vueuse/motion". Consult for debugging, best practices, or modifying @vueuse/motion, vueuse/motion, vueuse motion, motion.

• Frappe Syntax Scheduler

  by @Impertio-Studio

  Use when configuring scheduler events and background jobs in Frappe/ERPNext v14/v15/v16. Covers scheduler_events in hooks.py, frappe.enqueue() for async jobs, queue configuration, job deduplication, error handling, and…

• Frappe Syntax Whitelisted

  by @Impertio-Studio

  Use when creating Frappe Whitelisted Methods (Python API endpoints) for v14/v15/v16. Covers @frappe.whitelist() decorator, frappe.call/frm.call invocations, permission checks, error handling, response formats, and client-server…

• Frappe Syntax Customapp

  by @Impertio-Studio

  Use when building Frappe custom apps from scratch. Covers app structure, pyproject.toml configuration, module creation, patches, and fixtures for v14/v15/v16. Prevents common mistakes with app scaffolding and module…

• Frappe Syntax Controllers

  by @Impertio-Studio

  Use when writing Python Document Controllers for ERPNext/Frappe DocTypes. Covers lifecycle hooks (validate, on_update, on_submit), controller override, submittable documents, autoname patterns, UUID naming (v16), and the flags…

• Frappe Syntax Jinja

  by @Impertio-Studio

  Use when writing Jinja templates for ERPNext/Frappe Print Formats, Email Templates, and Portal Pages. Covers template syntax, context variables, filters, macros, and v16 Chrome PDF rendering. Prevents common mistakes with doc…

• Frappe Syntax Serverscripts

  by @Impertio-Studio

  Use when writing Python code for ERPNext/Frappe Server Scripts including Document Events, API endpoints, Scheduler Events, and Permission Queries. Prevents the #1 AI mistake: using import statements in Server Scripts (sandbox…

• Frappe Impl Ui Components

  by @Impertio-Studio

  Use when building custom dialogs, extending List View, creating Page controllers, or adding Kanban/Calendar views and realtime updates. Prevents UI freezes from synchronous calls, broken dialogs from wrong field definitions, and…

• Frappe Core Api

  by @Impertio-Studio

  Use when building ERPNext/Frappe API integrations (v14/v15/v16) including REST API, RPC API, authentication, webhooks, and rate limiting. Covers external API calls, endpoint design, token/OAuth2/session authentication. Keywords:…

• Frappe Syntax Reports

  by @Impertio-Studio

  Use when building Query Reports, Script Reports, or configuring Report Builder, including chart data integration. Prevents report errors from wrong column definitions, missing permissions, and incorrect data formatting. Covers…

• Frappe Impl Jinja

  by @Impertio-Studio

  Use when building Jinja templates in Frappe: Print Formats, Email Templates, Notification templates, Portal Pages, and custom Jinja methods. Covers template creation workflows, child table handling, conditional sections,…

• Frappe Impl Website

  by @Impertio-Studio

  Use when building portal pages, Web Forms, website routes, or configuring themes and SEO in Frappe. Prevents 404 errors from wrong route resolution, broken Web Form submissions, and missing meta tags for SEO. Covers Web Page,…

• Frappe Core Utils

  by @Impertio-Studio

  Use when working with utility functions in Frappe v14-v16. Covers frappe.utils.* for date/time, number/money, string, validation, and file path operations. Prevents reinventing stdlib alternatives that break timezone awareness,…

• Frappe Core Permissions

  by @Impertio-Studio

  Use when implementing the Frappe/ERPNext permission system. Covers roles, user permissions, perm levels, data masking, and permission hooks for v14/v15/v16. Prevents common access control mistakes and security issues. Keywords:…

• Frappe Agent Debugger

  by @Impertio-Studio

  Use when debugging Frappe errors, using bench console for live inspection, analyzing tracebacks, or reading Frappe log files. Prevents wasted debugging time from ignoring log context, misreading tracebacks, and not using bench…

• Frappe Impl Integrations

  by @Impertio-Studio

  Use when implementing OAuth providers, Connected Apps, Webhooks, Payment Gateways, or Data Import/Export in Frappe. Prevents authentication failures from wrong OAuth flow, missed webhook deliveries, and data corruption during…

• Frappe Testing Cicd

  by @Impertio-Studio

  Use when setting up CI/CD pipelines for Frappe apps, configuring GitHub Actions test workflows, or adding linting and security scanning. Prevents broken CI from incorrect test matrix configuration, missing MariaDB/Redis…

• Frappe Impl Whitelisted

  by @Impertio-Studio

  Use when building API endpoints with @frappe.whitelist() in Frappe. Covers endpoint design, permission patterns, error handling, client integration, file uploads, background jobs, rate limiting, REST API testing, and migration…

• Frappe Impl Hooks

  by @Impertio-Studio

  Use when implementing hooks.py configurations in a Frappe custom app. Covers step-by-step workflows for doc_events, scheduler_events, override/extend_doctype_class, permission hooks, extend_bootinfo, fixtures, asset injection,…

• Frappe Ops App Lifecycle

  by @Impertio-Studio

  Use when scaffolding a new Frappe app, configuring app settings, building assets, running tests, deploying, updating, or publishing to marketplace. Prevents broken app structure from incorrect scaffolding, missing setup.py…

• Frappe Ops Upgrades

  by @Impertio-Studio

  Use when upgrading Frappe/ERPNext between major versions (v14 to v15, v15 to v16), troubleshooting failed migrations, or planning rollback. Prevents broken upgrades from skipped patches, incompatible customizations, and missing…

• Frappe Impl Scheduler

  by @Impertio-Studio

  Use when implementing scheduled tasks and background jobs in Frappe v14/v15/v16. Covers hooks.py scheduler_events, frappe.enqueue, queue selection, job deduplication, testing with bench execute/scheduler, monitoring via…

• Frappe Ops Bench

  by @Impertio-Studio

  Use when running bench commands, managing sites, configuring multi-tenancy, or setting up domains. Prevents misconfigured bench environments, broken site routing, and DNS mismatches. Covers bench CLI commands, site creation,…

• Frappe Syntax Clientscripts

  by @Impertio-Studio

  Use when writing client-side JavaScript for ERPNext/Frappe form events, field manipulation, server calls, or child table handling in v14/v15/v16. Covers exact syntax for frappe.ui.form.on, frm methods, frappe.call, and…

• Frappe Errors Api

  by @Impertio-Studio

  Use when debugging or handling API errors in Frappe/ERPNext v14/v15/v16. Prevents silent failures and wrong HTTP status codes in REST endpoints. Covers 401 Unauthorized (wrong token format, expired OAuth), 403 Forbidden (missing…

• Frappe Errors Permissions

  by @Impertio-Studio

  Use when debugging or handling permission errors in Frappe/ERPNext. Prevents broken document access from throwing in permission hooks. Covers PermissionError (403), has_permission hook failures, User Permission restricting too…

• Frappe Errors Hooks

  by @Impertio-Studio

  Use when debugging hooks.py errors in Frappe/ERPNext. Covers hook not firing (typo, wrong dict structure), circular imports, app_include_js path errors, scheduler_events not running, doc_events on wrong DocType,…

• Frappe Errors Database

  by @Impertio-Studio

  Use when handling database errors in Frappe/ERPNext. Covers DuplicateEntryError, LinkValidationError, MandatoryError, TimestampMismatchError, CharacterLengthExceededError, InReadOnlyMode, QueryTimeoutError, SQL injection errors,…

• Frappe Errors Controllers

  by @Impertio-Studio

  Use when debugging or preventing errors in Frappe Document Controllers. Prevents autoname failures, validate loops, on_submit without is_submittable, wrong lifecycle hook choice, get_list permission errors, NestedSet errors,…

• Frappe Agent Architect

  by @Impertio-Studio

  Use when designing multi-app Frappe architectures, deciding whether to split functionality into separate apps, or implementing cross-app communication patterns. Prevents monolithic app sprawl, circular dependencies between apps,…

• Frappe Errors Clientscripts

  by @Impertio-Studio

  Use when debugging or preventing errors in Frappe Client Scripts. Prevents TypeError, frappe.call failures, async/await mistakes, cur_frm vs frm confusion, field not found, child table access errors, timing issues, CSRF token…

• Frappe Errors Serverscripts

  by @Impertio-Studio

  Use when debugging or preventing errors in Frappe Server Scripts. Prevents ImportError (the #1 error), NameError for restricted builtins, sandbox violations, doc_events not firing, wrong script type selection, SQL injection,…

• Frappe Impl Clientscripts

  by @Impertio-Studio

  Use when implementing client-side form features in Frappe/ERPNext: field visibility, cascading filters, calculated fields, custom buttons, server calls, form validation, child table logic, debugging. Covers step-by-step…

• Frappe Agent Migrator

  by @Impertio-Studio

  Use when migrating a Frappe app between major versions, detecting breaking API changes, or resolving post-migration errors. Prevents failed migrations from undetected deprecated APIs, removed methods, and changed function…

• Frappe Core Translation

  by @Impertio-Studio

  Use when implementing translations/i18n in Frappe v14-v16 apps. Covers _() in Python, __() in JavaScript, CSV translation files, bench commands, string extraction rules, lazy translation _lt(), PO/MO files [v15+], RTL support,…

• Frappe Impl Reports

  by @Impertio-Studio

  Use when building Script Reports, Query Reports, dashboard charts, or Number Cards in ERPNext. Prevents empty report output from wrong column definitions, broken filters, and unoptimized SQL in large datasets. Covers Report…

• Frappe Syntax Print

  by @Impertio-Studio

  Use when creating print formats or generating PDFs in Frappe v14-v16. Covers Jinja print formats, Print Designer [v15+], Letter Head, PDF generation API (get_pdf, download_pdf), Report print formats ({%= %} syntax), page breaks,…

• Frappe Syntax Query Builder

  by @Impertio-Studio

  Use when building database queries with frappe.qb in Frappe v14-v16. Covers the PyPika-based query builder: SELECT, INSERT, UPDATE, DELETE, joins, aggregation, subqueries, cross-DB compatibility (MariaDB/PostgreSQL), and…

• Frappe Agent Validator

  by @Impertio-Studio

  Use when reviewing or validating Frappe/ERPNext code against best practices and common pitfalls. Checks generated code before deployment, validates against all 61 frappe-* skills, catches v16 patterns (extend_doctype_class, type…

• Frappe Core Search

  by @Impertio-Studio

  Use when implementing search functionality in Frappe v14-v16. Covers link field search (search_link), global search, FullTextSearch (Whoosh), SQLiteSearch FTS5 [v15+], Awesomebar customization, search_fields configuration,…

• Frappe Ops Frontend Build

  by @Impertio-Studio

  Use when configuring frontend asset bundling, migrating from build.json (v14) to esbuild (v15+), or troubleshooting SCSS/CSS compilation. Prevents build failures from mixing v14 and v15 build systems and misconfigured asset…

• Frappe Core Logging

  by @Impertio-Studio

  Use when implementing logging, error tracking, or monitoring in Frappe v14-v16. Covers frappe.logger() for file-based logging, frappe.log_error() for Error Log DocType entries, request logging, Sentry integration, and production…

• Dagster Expert

  by @Kilo-Org

  This skill should be used for Dagster project work involving assets, components, integrations, or the dg CLI; it requires consulting the bundled command and API references before proposing implementation details.

• Airbyte Agent

  by @Kilo-Org

  Drive the `airbyte-agent` CLI to manage Airbyte connectors, workspaces, and organizations. Run list/get/search/create/update actions against connector data (HubSpot, Salesforce, Slack, GitHub, etc.), install new connectors via…

• Cortex Code

  by @Kilo-Org

  Routes Snowflake-related operations to Cortex Code CLI for specialized Snowflake expertise. Use when user asks about Snowflake databases, data warehouses, SQL queries on Snowflake, Cortex AI features, Snowpark, dynamic tables,…

• Adbc

  by @Kilo-Org

  Connect to and work with databases using Arrow Database Connectivity (ADBC). Use whenever the user needs to use a database.

• Mbse Architecture

  by @matlab

  Use this skill for the architecture phases of an MBSE workflow in MATLAB, when writing idempotent buildXxx.m scripts that produce a three-layer RFLPV architecture (Functional, Logical, Physical) with interface dictionaries,…

• System Composer

  by @matlab

  Use this skill when authoring reusable, idempotent MATLAB scripts that build System Composer architecture models via the architecture-modeling API — `systemcomposer.createModel`, `addComponent`, `addPort`, `setInterface`,…

• Chdb Datastore

  by @Kilo-Org

  Use when the user has tabular data (pandas DataFrame, parquet, csv, Arrow, json) and wants to filter, group, aggregate, join, or speed up slow pandas. Provides chDB DataStore — same pandas API, ClickHouse engine underneath. Also…

• Azure Databricks

  by @Kilo-Org

  Expert knowledge for Azure Databricks development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and…

• Artifacts Builder

  by @Kilo-Org

  Suite of tools for creating elaborate, multi-component HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui…

• Cdc Streaming Pipeline

  by @Kilo-Org

  Build a real-time change-data-capture pipeline from a transactional database (Aurora DSQL, Aurora Postgres, RDS) to Redshift Serverless, S3, or any other sink, via Kinesis Data Streams (or MSK). Covers producer setup, consumer…

• Matlab Create Hands On Exercises

  by @matlab

  Use when prompting a learner to complete hands-on MATLAB coding exercises, guided practice, debugging drills, code tracing, small MATLAB projects, or MATLAB-script assessment during tutoring. Use when the tutor should create a…

• Ghm Gate Check

  by @mattgierhart

  Validates gate criteria before PRD lifecycle advancement by delegating to the readiness scoring pipeline (scripts/readiness.py). Returns a graduated PASS / WARN / BLOCK verdict with top blockers and their causal chain. Triggers…

• Matlab Create Ai Policy

  by @matlab

  Use when an instructor wants to create, interview for, configure, install, update, or review a course AI-use policy for MATLAB AI tutoring. Produces an AI-POLICY.md file for LMS sharing and local tutoring-session enforcement by…

• Azure Eventhub Py

  by @Kilo-Org

  Azure Event Hubs SDK for Python streaming. Use for high-throughput event ingestion, producers, consumers, and checkpointing. Triggers: "event hubs", "EventHubProducerClient", "EventHubConsumerClient", "streaming", "partitions".

• Airflow

  by @Kilo-Org

  Queries, manages, and troubleshoots Apache Airflow using the af CLI. Covers listing DAGs, triggering runs, reading task logs, diagnosing failures, debugging DAG import errors, checking connections, variables, pools, and…

• Angular Forms

  by @Kilo-Org

  Build signal-based forms in Angular v21+ using the new Signal Forms API. Use for form creation with automatic two-way binding, schema-based validation, field state management, and dynamic forms. Triggers on form implementation,…

• Angular Testing

  by @Kilo-Org

  Write unit and integration tests for Angular v20+ applications using Vitest or Jasmine with TestBed and modern testing patterns. Use for testing components with signals, OnPush change detection, services with inject(), and HTTP…

• Cognito

  by @Kilo-Org

  AWS Cognito user authentication and authorization service. Use when setting up user pools, configuring identity pools, implementing OAuth flows, managing user attributes, or integrating with social identity providers.

• Azure Event Hubs

  by @Kilo-Org

  Expert knowledge for Azure Event Hubs development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and…

• Agent Skill Author

  by @matlab

  Use this skill when the user wants to author, design, scope, or refine an Agent Skill (a SKILL.md file). Trigger phrases include "build a new skill", "design an agent skill", "scope a SKILL.md", "how should I structure this…

• Angular Directives

  by @Kilo-Org

  Create custom directives in Angular v20+ for DOM manipulation and behavior extension. Use for attribute directives that modify element behavior/appearance, structural directives for portals/overlays, and host directives for…

• Matlab Report Tutor Sessions

  by @matlab

  Use when a learner or instructor asks for a report, summary, reflection, progress note, performance recap, activity metrics, instructor-shareable record of a MATLAB AI tutoring session, aggregate report across multiple MATLAB…

• Angular Component

  by @Kilo-Org

  Create modern Angular standalone components following v20+ best practices. Use for building UI components with signal-based inputs/outputs, OnPush change detection, host bindings, content projection, and lifecycle hooks.…

• Angular Signals

  by @Kilo-Org

  Implement signal-based reactive state management in Angular v20+. Use for creating reactive state with signal(), derived state with computed(), dependent state with linkedSignal(), and side effects with effect(). Triggers on…

• Angular Routing

  by @Kilo-Org

  Implement routing in Angular v20+ applications with lazy loading, functional guards, resolvers, and route parameters. Use for navigation setup, protected routes, route-based data loading, and nested routing. Triggers on route…

• Angular Http

  by @Kilo-Org

  Implement HTTP data fetching in Angular v20+ using resource(), httpResource(), and HttpClient. Use for API calls, data loading with signals, request/response handling, and interceptors. Triggers on data fetching, API…

• Matlab Coach Debugging

  by @matlab

  Use when tutoring a learner through MATLAB debugging, error interpretation, failed tests, incorrect outputs, array-shape problems, indexing mistakes, function argument issues, or code repair practice. Use for guided debugging…

• Angular Ssr

  by @Kilo-Org

  Implement server-side rendering and hydration in Angular v20+ using @angular/ssr. Use for SSR setup, hydration strategies, prerendering static pages, and handling browser-only APIs. Triggers on SSR configuration, fixing…

• Apache Arrow

  by @Kilo-Org

  Expert guidance for Apache Arrow, the cross-language columnar memory format for analytics workloads. Helps developers use Arrow for high-performance data interchange between systems, zero-copy reads, and efficient columnar…

• Matlab Log Tutor Sessions

  by @matlab

  Use when starting, continuing, updating, exporting, or sharing a running transcript of a MATLAB AI tutoring session, especially when the transcript will be shared with an instructor, attached to a learner session report, or…

• Cassandra

  by @Kilo-Org

  Apache Cassandra is a distributed NoSQL database designed for high availability and linear scalability. Learn CQL (Cassandra Query Language), data modeling with partition keys, replication strategies, and integration with…

• Bootstrapping Agent

  by @Kilo-Org

  Wires up an Airbyte connector for use in a PydanticAI or Claude SDK agent. Generates auth config, connector initialization, and tool_utils-decorated tool function. Use when adding a connector to an agent or setting up a new…

• Authoring Dags

  by @Kilo-Org

  Workflow and best practices for writing Apache Airflow DAGs. Use when the user wants to create a new DAG, write pipeline code, or asks about DAG patterns and conventions. For testing and debugging DAGs, see the testing-dags skill.

• Aoti Debug

  by @Kilo-Org

  Debug AOTInductor (AOTI) errors and crashes. Use when encountering AOTI segfaults, device mismatch errors, constant loading failures, or runtime errors from aot_compile, aot_load, aoti_compile_and_package, or aoti_load_package.

• Matlab Coach Programming

  by @matlab

  Use when an AI tutor session concerns MATLAB programming concepts, MATLAB syntax, MATLAB errors, MATLAB code style, MATLAB projects, or MATLAB toolbox workflows.

• Matlab Create Mcq Practice

  by @matlab

  Use when creating, asking, grading, or explaining multiple choice questions for MATLAB programming practice, concept checks, quizzes, or tutoring exercises.

• Init

  by @mattgierhart

  Seed a fresh (greenfield) repository with the PRD-Driven Context Engineering scaffold — PRD.md, SoT/ knowledge files, EPIC templates, domain-profile config, and agent MEMORY starters. Invoked as /prd-ce:init when the plugin is…

• Ghm Self Install

  by @mattgierhart

  Install the PRD-Driven Context Engineering methodology into a fresh OR existing repository — the subscription-native alternative to forking the whole repo. Runs an interactive wizard that seeds the framework (.claude/ hooks,…

• Prd V09 Hn Reddit Launch

  by @mattgierhart

  Build a Hacker News + Reddit launch playbook for developer-tools and community-led products during PRD v0.9 Go-to-Market. Triggers on requests to plan HN/Reddit launch, "Show HN" post, community launch, or when user asks "HN…

• Prd V10 Mom Test Interview

  by @mattgierhart

  Apply Rob Fitzpatrick's Mom Test discipline to customer interviews during PRD v1.0 Market Adoption. Triggers on requests to interview customers, run discovery calls, validate ideas with users, or when user asks "how do I…

• Ghm Template Sync

  by @mattgierhart

  Detect template version drift and guide migration to the latest template version. Compares current repo against the template, identifies what's outdated, and automates safe updates while protecting product-specific content.…

• Matlab Uihtml App Builder

  by @matlab

  Build interactive web applications using HTML/JavaScript interfaces with MATLAB computational backends via the uihtml component. Use when creating HTML-based MATLAB apps, JavaScript MATLAB interfaces, web UIs with MATLAB,…

• Create Pull Request

  by @Kilo-Org

  Create a GitHub pull request following project conventions. Use when the user asks to create a PR, submit changes for review, or open a pull request. Handles commit analysis, branch management, PR template usage, and PR creation…

• Beam Concepts

  by @Kilo-Org

  Explains core Apache Beam programming model concepts including PCollections, PTransforms, Pipelines, and Runners. Use when learning Beam fundamentals or explaining pipeline concepts.

• Turbo

  by @smnandre

  Hotwire Turbo for Symfony UX -- SPA-like speed with zero JavaScript. Covers Drive (navigation), Frames (partial page sections), and Streams (multi-target updates). Use when building ajax navigation, lazy-loaded sections, inline…

• Live Component

  by @smnandre

  Symfony UX LiveComponent for reactive server-rendered UI -- components that re-render via AJAX on user interaction, zero JavaScript required. Use when building live search, real-time filtering, dynamic forms, inline validation,…

• Stimulus

  by @smnandre

  Stimulus JS framework for Symfony UX -- client-side behavior via HTML data attributes, zero server round-trips. Use when creating controllers for DOM manipulation, handling click/input/submit events, managing targets and values,…

• Twig Component

  by @smnandre

  Symfony UX TwigComponent for reusable UI building blocks -- server-rendered components with PHP classes and Twig templates. Use when creating buttons, cards, alerts, badges, navbars, or any reusable UI element with props,…

• Symfony Ux

  by @smnandre

  Symfony UX frontend stack -- decision tree and orchestrator for choosing between Stimulus, Turbo, TwigComponent, LiveComponent, UX Icons, and UX Map. Use when the user is unsure which tool fits, wants to combine multiple UX…

• Agent Observability Experiment Bootstrap

  by @datadog-labs

  Bootstrap a reproducible LLM Observability experiment through the Python ddtrace SDK or the Node dd-trace SDK. Use for experiment, dataset, evaluator, benchmark, regression, or LLM-as-a-judge scaffolding. The legacy Python…

• Dd Instrument Rum

  by @datadog-labs

  Instrument browser-based web applications with Datadog Browser RUM. Detect the application framework, router, package manager, bundler, entrypoint, credentials, and existing RUM setup; add or safely complete classic Browser RUM…

• Datadog App

  by @datadog-labs

  Guides developers building Datadog Apps with TypeScript, React, the @datadog/apps scaffolder, and @datadog/vite-plugin. Use when a user wants to scaffold, run, debug, upgrade, build, upload, publish, upload without publishing…

• Dd Account Setup

  by @datadog-labs

  Ensure the user has an authenticated Datadog account with a valid DD_API_KEY on the right region before any Datadog setup or instrumentation. Detects existing DD_API_KEY / DD_APP_KEY / DD_SITE, validates them against the Datadog…

• Agent Observability Build Eval From Annotations

  by @datadog-labs

  Fit a Datadog LLM-Obs evaluator to human labels. Takes an annotation queue, works out where in the trace the labelled property actually lives, drafts an LLM-judge that predicts the human label, scores that judge against the…

• Agent Observability Replay Trace

  by @datadog-labs

  Use when a developer wants to iterate on ONE specific Agent Observability / LLM Obs trace whose output they didn't like — re-running that trace against their LOCAL code, seeing a concise diff of the old vs new output, and…

• Agent Observability Auto Experiment

  by @datadog-labs

  Run an iterative code-improvement hill-climb against real Datadog LLM-Obs data, locally, with Claude Code as the agent. Establishes a baseline eval, makes one focused change, re-scores with the same harness, keeps the change if…

• Agent Observability Eval Bootstrap

  by @datadog-labs

  Bootstrap evaluators from production traces — by default propose online LLM-judge evaluators and, after you confirm, create them in Datadog as disabled drafts (never auto-enabled); on request emit Python SDK code or a…