Fetch execution traces, records of an agent’s actions, from LangSmith Studio to debug LangChain and LangGraph agents. Inspect errors, tool calls, memory operations, execution times, and token usage, or export records for further review.
- Investigating an agent failure
- Checking tool selection and execution order
- Investigating memory storage and recall
composio-community/awesome-codex-skills☆ 17KUpdated Jul 26, 2026
Optimize and troubleshoot MNN's Hexagon DSP backend, which runs computation on a dedicated processor. The workflow uses device measurements to identify bottlenecks, compare v79 and v81 architectures, verify correctness, and investigate crashes or memory usage.
- Finding bottlenecks in Hexagon operators
- Checking changes on v79 and v81 devices
- Investigating cDSP crashes and device disconnects
alibaba/MNN☆ 16.3KUpdated Oct 21, 2026
Use LangSmith to record LLM application inputs, outputs, and timing, investigate failures, evaluate answers against test datasets, and monitor production usage. It also guides automated quality checks and analysis of token usage and costs.
- Investigating failures in LLM applications
- Evaluating answers against test datasets
- Monitoring production latency and costs
Orchestra-Research/AI-Research-SKILLs☆ 13.8KUpdated Oct 11, 2026
Create reference documentation directly from source code for public functions, classes, command-line commands, and endpoints. Organize parameters, defaults, return values, errors, and runnable examples, then check that the documentation matches the implementation.
- Writing reference docs for a public module
- Documenting command-line arguments and defaults
- Adding minimal usage examples for an API
omnigent-ai/omnigent☆ 11KUpdated Oct 21, 2026
Control which GSD skills are available without reinstalling. Switch preset profiles, enable or disable groups of skills, inspect the active selection and estimated token usage, or restore the profile chosen at installation.
- Switching the available skills for a particular workflow
- Hiding groups of skills that are not currently needed
- Checking enabled skills and estimated token usage
open-gsd/gsd-core☆ 10.8KUpdated Oct 21, 2026
Check the `.planning/` directory for missing files, invalid settings, inconsistent state, and orphaned plans. Report issues to address, optionally request repairs, or check context usage—the share of the session’s text capacity already used.
- Checking planning files for missing content or inconsistencies
- Finding orphaned plans
- Requesting repairs after a planning directory check
open-gsd/gsd-core☆ 10.8KUpdated Oct 21, 2026
Look up available GSD commands and how to use them. Choose a quick reminder, a one-page overview, a complete reference, or help focused on a single topic.
- Get an overview of available GSD commands
- Check command usage with a quick reminder
- Read the complete GSD reference
open-gsd/gsd-core☆ 10.8KUpdated Oct 21, 2026
Work with Apache Beam I/O connectors, components that read and write external data. Get guidance on connector usage, unit and integration tests, troubleshooting data connections, and the basic structure of new connectors.
- Add BigQuery or Kafka reads and writes to a pipeline
- Run unit and integration tests for connectors
- Investigate data source or destination issues
apache/beam☆ 8.7KUpdated Oct 21, 2026
Review AI agent session logs to document repeated work, departures from plans, delays, and token usage. Produce an evidence-based report with file and line references, and prepare a bug report when appropriate.
- Investigating delays or token usage in a session
- Reviewing repeated work or departures from a plan
- Checking whether a skill was activated
jnMetaCode/superpowers-zh☆ 8.4KUpdated Oct 20, 2026
Turn existing source code into reusable learning materials. This skill identifies architectural patterns and implementation techniques, then organizes them into a SKILL.md with structured metadata, explanatory code templates, practical examples, and validation steps.
- Create teaching materials from reference code
- Document reusable implementation patterns
- Prepare code templates with usage examples
HKUDS/OpenSpace☆ 7.8KUpdated Aug 13, 2026
Track competitors' public pricing in a consistent format across repeated reviews. Compare prices, plans, feature access, usage limits, and free offers with previous records, then report documented changes and possible strategic signals with URLs and dates.
- Creating an initial competitor pricing record
- Reviewing monthly or quarterly pricing changes
- Tracking changes to feature access and usage limits
deanpeters/Product-Manager-Skills☆ 7.6KUpdated Oct 16, 2026
Official · CodexFreeSummary Analyze product usage in PostHog and manage experiments, dashboards, surveys, and feature flags, which control feature availability. Use connected tools to investigate user behavior and errors, run queries, and summarize findings with numbers and links.
- Analyze conversion funnels and user retention
- Manage feature rollouts and A/B tests
- Investigate errors and review session recordings
openai/plugins☆ 7.5KUpdated Oct 8, 2026
Official · CodexFreeSummary Analyze Mixpanel data with Python to explore usage trends, conversion steps, returning users, and differences between user groups. Also manage business context documents that explain an organization's structure and goals to AI assistants.
- Find where users drop out before purchasing
- Compare retention across user groups
- Explore feature usage and revenue trends
openai/plugins☆ 7.5KUpdated Oct 8, 2026
Design processes to retain customers and grow revenue from existing accounts. Use product activity and customer relationships to define risk signals, upgrade opportunities, onboarding steps, renewal schedules, and follow-up plans for previously lost sales opportunities.
- Defining early warning signals and responses for customer churn
- Planning upgrade offers based on product usage
- Designing onboarding and renewal workflows
tech-leads-club/agent-skills☆ 7.1KUpdated Oct 21, 2026
Configure coding agents, AI SDKs, and HTTP clients to send model requests through AntSeed’s local proxy. Find available providers and models, select a provider, set compatible API endpoints, and verify request usage and payment activity.
- Connect Claude Code or Codex to AntSeed
- Configure a local endpoint for AI SDKs
- Compare providers’ models, protocols, and prices
internet-court/internet-court-skill☆ 6.8KUpdated Aug 20, 2026
Coordinate Cloud Claw workflows from launching an agent deployment to managing its virtual machine. It routes work to focused skills for setup, starting and stopping machines, viewing logs, renewing usage, and accessing dashboards through local altllm commands.
- Launch an agent deployment and manage it afterward
- Inspect, start, or stop an existing virtual machine
- Review logs and access a deployment dashboard
internet-court/internet-court-skill☆ 6.8KUpdated Aug 20, 2026
Create, edit, and troubleshoot Typst documents, a system for producing formatted documents from text files. Uses bundled documentation to check syntax and styling, with formatting checks and compilation when the required tools are available.
- Creating a new Typst document
- Adjusting page layout, tables, and heading styles
- Fixing syntax and compilation errors
jihe520/MathModelAgent☆ 6.2KUpdated Oct 3, 2026
Audit a Claude Code installation for the cache issues documented in this skill. Check versions, configuration files, session resume usage, and installed binaries, then report exposure, suggested actions, and informational limits on tool result retention.
- Investigate cache behavior and unexpected costs
- Check session resume usage in settings and scripts
- Find outdated Claude Code binaries
FlorianBruniaux/claude-code-ultimate-guide☆ 6.2KUpdated Oct 20, 2026
Inspect production AI agents in FailproofAI Cloud using the fp CLI. Review errors, run histories, quality scores, and usage, then manage issues, audits, user access, and scoped API keys for the team's deployment.
- Investigating failed agent runs
- Checking for drops in quality scores
- Running audits and triaging findings
FailproofAI/failproofai☆ 6KUpdated Oct 21, 2026
Choose diagnostic tools and collect performance traces for production .NET problems such as high CPU usage, memory growth, or slow requests. Get environment-specific collection commands and guidance on which tools to use for later analysis.
- Collecting traces during high CPU usage or slow requests
- Choosing diagnostic tools for Windows or Linux
- Collecting diagnostics from containers or Kubernetes
dotnet/skills☆ 5.7KUpdated Oct 21, 2026
Official · GitHub CopilotFreeSummary Guide gh-aw release preparation and assess whether command-line changes break existing usage. The reference covers changesets, which record release changes, version previews, release steps, firewall log classification, and summaries of Go module usage.
- Preview a release version and changelog
- Assess command-line compatibility and changeset types
- Interpret allowed and blocked traffic in firewall logs
github/gh-aw☆ 5.4KUpdated Oct 21, 2026
Turn a recurring workflow into an agent skill, or improve an existing one. Draft instructions, compare test outputs against a baseline, review quality and resource usage, and refine the description that determines when the skill is invoked.
- Turning a recurring workflow into a new skill
- Improving an existing skill using test feedback
- Comparing skill quality, execution time, and token usage
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7KUpdated Oct 20, 2026
Inspect Agent activity in Observal through execution records, sessions, ratings, logs, and insight reports. Use the evidence to investigate telemetry problems, costs, and performance regressions, then identify practical next steps while accounting for limited data.
- Reviewing recent Agent activity
- Diagnosing missing telemetry
- Investigating costs and performance regressions
Observal/Observal☆ 4.6KUpdated Oct 21, 2026
Check and manage bb cloud, the hosted service for thread titles, commit messages, and voice transcription. Inspect account readiness and daily spending, switch the service on or off, and troubleshoot unavailable features or exhausted usage limits.
- Check bb cloud readiness and daily usage
- Turn off cloud AI while staying signed in
- Troubleshoot missing voice input
get-bb/bb☆ 4.5KUpdated Oct 21, 2026