parcadei

Use Perplexity to find web sources, get cited research summaries, explore complex decisions, or investigate a topic in depth. Separate modes support quick questions, ranked search results, combined answers, and comprehensive research.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Find recent sources on a topic
• Combine multiple sources into a cited answer
• Compare options for a complex decision

Turn feature requests and conversation context into an implementation plan and handoff document. Review existing code, clarify complex requirements, and organize concrete tasks, affected files, verification steps, assumptions, and risks for review before implementation.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Planning a feature for an existing codebase
• Clarifying requirements for a complex feature
• Defining tasks and checks for a new project

Turn mathematical claims into Lean4 proofs, checked by a theorem prover. A five-phase workflow researches existing results, designs the proof, tests candidate lemmas, implements it, and reports remaining proof gaps and any custom axioms.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Formalizing a mathematical claim in Lean4
• Finding reusable results in Mathlib
• Testing candidate lemmas for counterexamples

Check code quality with qlty CLI, a command-line tool for multiple languages. Review changed or selected files, automatically fix supported issues, format code, and measure complexity and duplication to identify areas that need attention.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking changed code before a commit
• Automatically fixing formatting and style issues
• Reviewing code complexity and duplication

Search previous work records to recover useful decisions, successful approaches, and failed attempts. Find context in handoffs, plans, and build or test histories, then use those findings when tackling similar tasks or recurring errors.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Recall how a similar task was handled
• Recover the reasons behind past decisions
• Find fixes for previously encountered errors

Search stored learnings from past sessions by meaning or keywords. Retrieve relevant entries in full, along with their type, confidence, and session context, to revisit earlier findings about development patterns, installation, or errors.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Revisiting hook development patterns
• Finding earlier wizard installation learnings
• Retrieving past findings about TypeScript errors

Prepare software releases through security checks, end-to-end tests that cover the full system, and final review. After approval, coordinate version updates, a changelog, and release notes, with blocking issues stopping the workflow.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Preparing a software release
• Checking readiness before production deployment
• Documenting breaking changes and migration steps

Investigate an unfamiliar codebase and create a handoff document covering its structure, technologies, implementation patterns, and contribution rules. Findings include source file references, issue and pull request templates, testing requirements, and practical points to check before contributing.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Understanding an unfamiliar codebase before making changes
• Checking issue and pull request requirements before contributing
• Finding existing implementations and naming conventions to follow

Investigate how an existing codebase works and document its components, connections, and file references. Combine current code findings with historical notes to produce a research document grounded in specific paths and line numbers.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Understanding an existing authentication flow
• Documenting connections between system components
• Reviewing past decisions alongside current code

Connect five MCP tools, agent-accessible external capabilities, into a development workflow spanning documentation search, code search, quality checks, and Git status. Learn how to share results between steps and continue when individual tools are unavailable or fail.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Connecting documentation search with code checks
• Building workflows that tolerate unavailable tools
• Troubleshooting API key delivery to MCP subprocesses

Set up Python agents using Agentica SDK with a local proxy that forwards requests to Claude CLI. Follow startup steps, configure connection endpoints, check service health, and troubleshoot connection failures or missing tool access.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Setting up Agentica with Claude CLI
• Diagnosing SDK, server, and proxy connection failures
• Troubleshooting agent file tool access

Set up Agentica patterns that coordinate multiple AI agents. Choose different perspectives for research, a coordinator with specialists for implementation, repeated generation and critique for refinement, or a panel of agents for majority-based validation.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Research a topic from multiple perspectives
• Coordinate planning, implementation, and review
• Refine solutions through generation and critique

Coordinate background agents using system progress reminders while continuing other work. Read their output files after completion signals, avoiding repeated status checks and full transcripts that consume tokens and crowd the main conversation.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Continuing other work while a background agent runs
• Reducing repeated checks for agent output
• Reading completed results without loading full transcripts

Review Claude Code sessions using Braintrust traces, records of agent activity. Summarize tool, agent, and skill usage, inspect repeated actions, replay sessions, and track token consumption to understand failures and recurring work patterns.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing a completed Claude Code session
• Investigating failures and repeated tool calls
• Checking weekly agent and skill usage

Look up Claude Code commands and options for interactive work or automation. Covers non-interactive execution, session management, output formats, tool permissions, and agent definitions, with command examples for scripts and CI/CD workflows.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Look up CLI commands and options
• Run Claude Code in scripts or CI/CD
• Resume previous sessions

Review session changes, group related files into focused Git commits, and draft messages explaining their purpose. Presents the plan for approval before committing, omits Claude attribution, and records development reasoning through a project script.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Committing changes after a work session
• Splitting changes into focused commits
• Reviewing files and messages before committing

Use this skill for end-to-end testing of a persistence pipeline, the sequence of steps that saves data. The supplied material states this purpose but provides only placeholder instructions, without concrete checks.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Testing the full sequence of data persistence steps
• Considering end-to-end coverage for data saving
• Reviewing a skill intended for persistence testing

Review saved session learnings to find recurring successes, failures, and decisions. Consolidates similar patterns, proposes reusable skills, rules, event-triggered actions, or agent updates, and creates approved changes with references to the source sessions.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Finding recurring lessons in recent work
• Turning repeated procedures into skills
• Saving lessons from failures as rules

Create a concise YAML handoff, a structured text document, for another agent or session. Capture completed work, decisions, blockers, file references, verification commands, and next steps so work can resume with the key context available.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Recording progress before switching sessions
• Handing unfinished work to another agent
• Preserving decisions and unsuccessful approaches

Diagnose Claude Code hooks, scripts triggered by events, when they fail to run or produce unexpected results. Follow checks for logs, registration, files, manual execution, hidden errors, and rebuilt TypeScript bundles to narrow down the cause.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Investigate hooks that do not run
• Find causes of missing or incorrect output
• Check duplicate execution and session IDs

Create pull request descriptions using a repository’s template, drawing on code changes, commit history, and verification results. Save the description locally and update it on GitHub, with incomplete checks clearly identified for reviewers.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Write a pull request description using the repository’s template
• Update an existing description after additional changes
• Document verification results and remaining manual checks

Turn a rough app or automation idea into a detailed specification through guided interviews and research. Clarify user journeys, data, security, operations, and competing priorities, then document requirements and acceptance criteria for implementation.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Turning a rough app idea into a specification
• Clarifying requirements without technical expertise
• Resolving conflicting requirements and priorities

Diagnose unexpected Python package installation behavior by checking the interpreter uv actually uses, the pinned Python version, installed packages, and imports. Includes a recovery pattern for dependencies that require a newer Python version.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Diagnosing unexpected uv sync behavior
• Checking why an installed package will not import
• Investigating skipped optional dependencies

Explores an existing codebase at quick, deep, or architecture-focused levels. Summarizes structure, function calls, and dependencies, then produces documentation or a handoff for implementation without changing the code.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Getting oriented in an unfamiliar codebase
• Understanding how a specific feature works
• Mapping layers and circular dependencies