fritzprix

@fritzprix source repo

84 skills
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6 hours ago last updated

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Setup Wizard 2 · fritzprix bundle
Use when the user needs to diagnose and install runtime environment dependencies (Python, Node.js, etc.) for running LibrAgent. LibrAgent 실행에 필요한 Python, Node.js 등의 환경을 자동으로 진단하고 설치하도록 안내하는 마법사입니다.

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Soul Awakening 2 · fritzprix bundle
Re-anchor an AI agent to its `SOUL.md` persona by locating the active soul file, reading it, and re-internalizing its tone, rules, and identity. Use when the agent is starting fresh, drifting into generic/corporate responses, explicitly asked to read its soul, or needs to resync with the dedicated persona layer loaded from `.github/SOUL.md`, `SOUL.md`, or lowercase variants.

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PPTX 2 · fritzprix bundle
Use when the user needs to create, edit, or analyze presentations (.pptx files) with support for layouts, formatting, comments, or speaker notes.

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X CLI 2 · fritzprix bundle
Python CLI wrapper for X (Twitter) interaction using Twikit. Use when the user wants to: (1) post tweets (with text or media, including thread replies), (2) view home timeline, (3) view a user's tweets, (4) search tweets, (5) like/favorite a tweet, (6) retweet a tweet, or (7) delete a tweet. On first use, guide the user through credential setup (username, email, password, optional TOTP) or browser cookie setup. Store config in ~/.libragent/x_config.json and session cookies in ~/.libragent/x_cookies.json. Subsequent requests use the stored session without re-authentication. Triggers on requests like: "트윗 올려줘", "트위터 피드 보여줘", "post a tweet", "like tweet", "retweet", "delete tweet".

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Libragent Quality 2 · fritzprix
Code quality validation for LibrAgent project. Use when performing code quality checks, refactoring validation, or ensuring code meets project standards for TypeScript/React frontend and Rust backend. Runs comprehensive validation including linting, formatting, type checking, build verification, and dead code detection.

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Review Pr Comments 2 · fritzprix
Evaluate pull requests and PR review comments against the real codebase, current file state, and PR diff. Use when a user wants to review PR feedback, decide which comments are valid, judge overall code quality or risk, determine whether a PR is worth merging, or apply approved review fixes.

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Create Builtin Tool 2 · fritzprix
Guide for creating builtin MCP tools in LibrAgent. Use when creating a new builtin MCP server, adding tools to existing builtin servers, refactoring tool implementations to follow best practices, or auditing tool compliance with the Tool Design Manifesto v2.1.

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Critique Builtin Tool 2 · fritzprix
Audit and critique builtin MCP tool implementations in LibrAgent. Use when auditing existing builtin MCP server implementations for compliance, reviewing pull requests that add or modify builtin tools, validating tool implementations against the Tool Design Manifesto v2.1, or identifying potential issues before they reach production.

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Critique Builtin Tool 3 · fritzprix
Audit and critique builtin MCP tool implementations in LibrAgent. Use when auditing existing builtin MCP server implementations for compliance, reviewing pull requests that add or modify builtin tools, validating tool implementations against the Tool Design Manifesto v2.1, or identifying potential issues before they reach production.

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Email Integration 2 · fritzprix bundle
Integrates with any IMAP/SMTP mail server (Gmail, Outlook, Naver, Kakao, custom servers, etc.). Use when the user wants to read, send, search, reply to, or manage emails. On first use, collect the email/server settings, capture the password through a single hidden shell prompt, and run setup_account.py non-interactively to store credentials in a local config file with restricted permissions. Subsequent requests use the stored config without re-asking for credentials. Triggers on requests like: "메일 보여줘", "이메일 확인", "send email", "받은 편지함", "메일 보내줘", "메일 검색".

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Computer Diagnosis 2 · fritzprix bundle
Comprehensive computer diagnosis and troubleshooting. Use this skill when a user reports issues with their computer (e.g., "my computer is slow", "it's freezing", "loud fan noise", "no disk space") to analyze system metrics (CPU, RAM, Disk, Network) across macOS, Windows, and Linux, and generate a detailed report with actionable recommendations.

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DOCX · fritzprix bundle
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks

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PPTX · fritzprix bundle
Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks

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X CLI · fritzprix bundle
Python CLI wrapper for X (Twitter) interaction using Twikit. Use when the user wants to: (1) post tweets (with text or media, including thread replies), (2) view home timeline, (3) view a user's tweets, (4) search tweets, (5) like/favorite a tweet, (6) retweet a tweet, or (7) delete a tweet. On first use, guide the user through credential setup (username, email, password, optional TOTP) or browser cookie setup. Store config in ~/.libragent/x_config.json and session cookies in ~/.libragent/x_cookies.json. Subsequent requests use the stored session without re-authentication. Triggers on requests like: "트윗 올려줘", "트위터 피드 보여줘", "post a tweet", "like tweet", "retweet", "delete tweet".

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Create Pr · fritzprix bundle
Create a GitHub pull request with gh, target the correct base branch, push only committed work, and bind related issues via Fixes/Closes keywords. Use when asked to create a PR, open a pull request, push and open PR, link/bind/associate an issue to a PR, add Fixes #N, or close issues on merge.

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Agent Init · fritzprix bundle
Analyze a workspace and generate or maintain a modular project documentation setup with a lean, concise agents.md entrypoint. Governs user directives, precautions, and desired persona, while providing selective on-demand reading of detailed guide files and immediate on-the-fly updates when code or rules change. Triggers: 'agent init', 'agents.md 생성', '워크스페이스 분석', 'agent guideline 생성', 'agents.md 모듈화', 'agent-init'. Not for LibrAgent runtime/harness facts (use libragent-harness-reference).

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Setup Wizard · fritzprix bundle
Use when the user needs to diagnose and install runtime environment dependencies (Python, Node.js, uv) for running LibrAgent or MCP servers. Use on new machines, MCP "command not found" errors, or missing Python/Node runtime failures. LibrAgent 실행에 필요한 Python, Node.js 등의 환경을 자동으로 진단하고 설치하도록 안내하는 마법사입니다.

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MCP Tool Auditor · fritzprix
Audit builtin MCP tool implementations against the Tool Design Manifesto. Use when reviewing builtin tools for compliance, checking context_prompt usage, validating text-first MCPResult design, or auditing canonical naming and session isolation correctness.

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Migration Runner · fritzprix
Run and verify SeaORM database migrations against in-memory SQLite. Use when applying migrations, verifying schema changes, or testing migration correctness.

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Org · fritzprix bundle
Run explicit org-based teamwork in LibrAgent. Use when collaboration needs durable org identity, org-visible child sessions, org-root resume behavior, or clear parent/sibling org context while preserving normal parent workspace inheritance.

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Soul Awakening · fritzprix bundle
Re-anchor an AI agent to its SOUL.md persona by re-internalizing tone, rules, and identity. Use when the agent drifts into generic/corporate responses, is explicitly asked to reconnect with its soul, or needs to bootstrap a missing SOUL.md. SOUL content is already injected into the system prompt as

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Trace Analyzer · fritzprix bundle
Analyzes LibrAgent agent session trace files (.trace.json) to understand what an AI agent actually did during a session. Use when a user shares a .trace.json file, asks "what did the agent do?", wants to debug agent behavior, investigate tool call patterns, validate concurrency limits, or review session results. The trace file is the raw conversation record between the agent and its tools.

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Release Manager · fritzprix
Manage the release process for LibrAgent. Use this skill to analyze changes, update the changelog intelligently, synchronize user documentation (docs/ & website/), and publish new versions.

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Sqlite Analyzer · fritzprix bundle
Analyzes SQLite databases to identify schema issues, data inconsistencies, and relationship problems. Use when investigating database bugs, validating data integrity, debugging ORM mapping issues, or understanding database structure. Particularly useful for diagnosing ID mismatches, foreign key violations, and entity relationship errors.

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Bench · fritzprix bundle
Run benchmark-style evaluations on AI agents or tools using parent-child session delegation. Use when the user wants to test an agent's performance on a set of problems (e.g. SWE-bench style, tool capability benchmark, coding challenge evaluation). The parent session orchestrates: spawns child sessions to solve individual problems, collects answers via checkSession, and generates a consolidated report with pass/fail scores and analysis. Triggers on: "bench 테스트 해줘", "SWE-bench 돌려줘", "agent benchmark", "tool evaluation".

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Boost · fritzprix
Audit and optimize existing LibrAgent assistant configurations by adding role-appropriate tools and pruning unrelated, bloated, or redundant ones. Use when the user wants to boost, audit, tune, clean up, or optimize existing specialists (e.g. removing github from a finance agent, or adding search to a researcher). Not for creating new assistants.

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To Md · fritzprix bundle
Use when the user needs to convert files (PDF, DOCX, PPTX, XLSX, HTML, images, audio, ZIP) to structured Markdown via MarkItDown. Suitable for text extraction, RAG ingestion, or format normalization. NOT for document editing — use docx or pptx skills instead.

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Code Audit Expert · fritzprix bundle
Critically audit refactorings and design decisions against the real codebase, verify claims vs code, score only relevant quality axes, and write evidence-based tech reports. Use after refactors, when reviewing agent-reported work, or when asking for architecture / ISP / DRY / token-cost / reliability feedback. For builtin MCP tool audits, prefer critique-builtin-tool or lean-builtin-tool-auditor instead.

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Extract Log Debug · fritzprix bundle
Extract and analyze LibrAgent debug logs with pattern matching and context. Use when debugging LibrAgent issues, analyzing agent workflows, investigating tool execution problems, or extracting specific log patterns like errors, warnings, planning operations, MCP tool calls, or browser automation traces. Supports extracting last N lines or searching for patterns with surrounding context.

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Libragent Quality · fritzprix
Code quality validation for LibrAgent project. Use when performing code quality checks, refactoring validation, or ensuring code meets project standards for TypeScript/React frontend and Rust backend. Runs comprehensive validation including linting, formatting, type checking, build verification, and dead code detection.

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Email Integration · fritzprix bundle
Integrates with any IMAP/SMTP mail server (Gmail, Outlook, Naver, Kakao, custom servers, etc.). Use when the user wants to read, send, search, reply to, or manage emails. On first use, runs interactive account setup in the terminal to store credentials in a local config file with restricted permissions. Subsequent requests use the stored config without re-asking for credentials. Triggers on requests like: "메일 보여줘", "이메일 확인", "send email", "받은 편지함", "메일 보내줘", "메일 검색".

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Agent Trace Debugger · fritzprix
Parse .trace.json files and correlate with backend events and tool calls. Use when debugging agent behavior, investigating tool call patterns, or validating concurrency limits.

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Bundle Size Enforcer · fritzprix
Monitor and enforce the frontend bundle size budget. Use when checking bundle size, preventing regressions, or validating build output against budget constraints.

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Recruit · fritzprix bundle
Analyze installed tools and existing assistant configurations to actively propose and create specialized LibrAgent assistants via agent__createAgent. Use when the user wants to recruit, create, or build a domain expert or specialist agent, utilizing a proactive "Architect" workflow that maps available inventory tools to functional gaps. Not for workspace agents.md (agent-init), teamwork/org, or registering MCP servers.

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Computer Diagnosis · fritzprix bundle
Comprehensive computer diagnosis and troubleshooting. Use this skill when a user reports issues with their computer (e.g., "my computer is slow", "it's freezing", "loud fan noise", "no disk space") to analyze system metrics (CPU, RAM, Disk, Network) across macOS, Windows, and Linux, and generate a detailed report with actionable recommendations.

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Review Pr Comments · fritzprix
Review and triage PR review comments (from Copilot, bots, or human reviewers) against the actual codebase. Use when a user wants to evaluate the validity, priority, or accuracy of PR review comments before deciding which ones to act on. Also handles applying approved fixes. Triggers on requests like "review all comments in this PR", "evaluate PR feedback", "which PR comments are valid", "apply the PR suggestions".

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Vitepress Doc Sync · fritzprix bundle
Analyze recent git commits and codebase changes to update, synchronize, and align VitePress documentation (docs/user/ and website/). Use when the user requests to update documentation from git diffs, sync VitePress docs, audit doc gaps, or update user guides after code changes. Triggers on "vitepress 문서 현행화", "git 변경사항으로 문서 업데이트", "최신 git commit 반영하여 docs 업데이트", "vitepress-doc-sync", "sync docs with git", "update vitepress docs", "doc sync".

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Data Viz · fritzprix bundle
End-user data visualization — turn CSV, Excel, or JSON into standalone HTML charts and small dashboards. Use when the user wants charts, trends, or visual reports from tabular data ("chart this CSV", "show monthly sales trend", "make a dashboard from this spreadsheet"). Not for document editing (docx/pptx) or raw format conversion (to-md). Triggers on: "차트 만들어줘", "데이터 시각화", "plot this data", "dashboard from CSV".

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Delegate · fritzprix bundle
Delegate work between LibrAgent AI agent sessions using sub-agent sessions. Use when an agent needs to spawn, brief, monitor, or troubleshoot a child session with `agent__startSession`, `agent__checkSession`, or `agent__messageToSession`, especially when deciding whether the child really needs parent workspace state, workspace instructions, or workspace-scoped skills. For generator-evaluator / strict acceptance criteria / proof before done, load `delegation-eval-loop` after this skill's spawn mechanics.

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Pipeline · fritzprix bundle
Execute sequential, stage-based assembly line tasks where the output of one stage becomes the input of the next stage. Useful for progressive refinement workflows like Research -> Draft -> Review -> Format. Not for parallel execution (use divide-conquer) or consensus (use consensus-delegation). Triggers: "파이프라인", "순차 처리", "단계별 처리", "pipeline", "sequential processing".

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Schedule · fritzprix bundle
Create and manage global scheduled tasks in LibrAgent (cron-based). Use when automation should outlive the current session, wake a specific assistant on a cron, or run recurring background work app-wide. For one-shot delays or session-bound recurrence inside the active conversation, use session-schedule instead.

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Teamwork · fritzprix bundle
Build and scaffold a multi-agent collaboration workspace with the right coordination model, shared operating files, and role-specific skills. Use when a user wants to create a team, crew, task force, asynchronous collaboration loop, specialist handoff workflow, or reusable shared workspace for multiple agents, then route execution to the right teamwork skill.

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Create Builtin Tool · fritzprix
Guide for creating builtin MCP tools in LibrAgent. Use when creating a new builtin MCP server, adding tools to existing builtin servers, refactoring tool implementations to follow best practices, or auditing tool compliance with the Tool Design Manifesto v2.1.

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Jobs Trace Analyzer · fritzprix bundle
Analyze benchmark jobs (Terminal-Bench, Harbor) in jobs/, inspect ATIF trajectory logs, tool call errors, prompt issues, timeout/circuit-breaker failures, and verifier results to identify harness bottlenecks in LibrAgent and generate evidence-based improvement plans. Trigger phrases: 'jobs 트레이스 분석', 'benchmark trace analysis', 'jobs 디렉토리 분석', '하네스 분석', '성적 감점 요인 분석', 'jobs-trace-analyzer'.

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Fine Tune · fritzprix bundle
Train custom LLM models locally using conversations exported from LibrAgent. Use when the user requests to fine-tune a model, train on past chats, export chat datasets, or configure custom agent models. Triggers on: "fine-tune model", "모델 학습시켜줘", "내 대화 데이터로 학습해줘", "export dataset", "대화 데이터셋 추출".

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Hub Spoke · fritzprix bundle
Implement a central Coordinator (Hub) that manages, distributes, and merges tasks performed by specialized worker sessions (Spokes). Spokes communicate only with the Hub and not with each other. Useful for ad-hoc project management and complex workflow distribution. Triggers: "허브 스포크", "중앙 통제", "작업 배분", "hub and spoke", "coordinator pattern", "centralized workflow".

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Repo Wiki · fritzprix bundle
Repository wiki engine: bi-directional linking, catalog.json, frontmatter injection, slug-based link resolution, backlink generation, and structured directory routing (core/reference/drafts/archive). Use when organizing docs into a wiki with [[slug]] links, generating catalog.json, injecting frontmatter, building backlinks, validating broken links, or migrating flat docs into core/reference/drafts/archive. For binary document conversion (PDF/DOCX/PPTX/XLSX) or workspace index.md generation, use the workspace-indexer skill instead. Triggers: "repo wiki", "catalog.json", "bi-directional links", "backlinks", "docs-tool", "문서 위키", "repo-wiki".

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Review Local Changes · fritzprix bundle
Comprehensive review and audit of uncommitted local code changes in git working copy (staged, unstaged, untracked). Use when asked to review local changes, audit git diff, check uncommitted work before commit/PR/push, or inspect working copy edits for potential bugs, security issues, formatting, or regression risks.

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Windows Process Manager · fritzprix
Manage Windows-specific process isolation, stdio pipe decoding, and ANSI code page handling. Use when debugging Windows-specific MCP server issues, fixing stdio encoding, or handling Windows path discovery.

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Gatekeeper · fritzprix bundle
Implement a Creator-Reviewer quality gate loop. The Creator generates an artifact, and the Gatekeeper/Reviewer verifies it against quality criteria. If approved, it passes; if rejected, the Creator must perform rework and resubmit. Useful for strict code reviews, verification checks, or quality assurance. Triggers: "게이트키퍼", "리뷰 루프", "검증 게이트", "품질 검증", "gatekeeper", "reviewer loop", "quality gate".

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Critique Builtin Tool · fritzprix
Audit and critique builtin MCP tool implementations in LibrAgent. Use when auditing existing builtin MCP server implementations for compliance, reviewing pull requests that add or modify builtin tools, validating tool implementations against the Tool Design Manifesto v2.1, or identifying potential issues before they reach production.

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Refactor Builtin Tool · fritzprix
Guide and principles for refactoring built-in MCP tools in LibrAgent. Use this skill when reviewing, refactoring, or optimizing existing built-in tools to reduce AI cognitive load, eliminate internal callback tool exposure, consolidate redundant tools, and ensure strict state synchronization across the system.

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Remove Builtin Prefix · fritzprix
Resumable execution guide for the "remove builtin_ prefix" refactoring on the refactor/remove-builtin-prefix branch. Use this skill when asked to continue, resume, or execute any phase of this refactoring. The skill contains the current state of every phase, exact files to touch, and precise mechanical changes required so work can be resumed after a context reset.

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Frontend Context Auditor · fritzprix
Audit React Context usage, detect prop drilling, verify compound component patterns. Use when reviewing frontend code for proper Context consumption, checking AgentChatContext/AgentSessionContext usage, or enforcing compound component patterns.

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Vercel React View Transitions · fritzprix bundle
Guide for implementing smooth, native-feeling animations using React's View Transition API (`<ViewTransition>` component, `addTransitionType`, and CSS view transition pseudo-elements). Use this skill whenever the user wants to add page transitions, animate route changes, create shared element animations, animate enter/exit of components, animate list reorder, implement directional (forward/back) navigation animations, or integrate view transitions in Next.js. Also use when the user mentions view transitions, `startViewTransition`, `ViewTransition`, transition types, or asks about animating between UI states in React without third-party animation libraries.

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Sync Pending Approvals · fritzprix bundle
Code recipes and explanation for synchronizing Rust backend pending tool approvals (YOLO mode/manual approval) to the frontend React UI when a user resumes or opens an existing agent session. Use this skill when modifying the AgentSession state to maintain approval channels or when fixing UI bugs related to missing pending tool executions upon page reload/session switch.

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Teamwork Spec Refactor · fritzprix bundle
Resumable spec-driven guide for the Team Workspace / org lineage / scheduled task group refactoring in LibrAgent. Use when continuing, implementing, or reviewing this teamwork architecture so changes stay aligned with the agreed contract: workspace-scaffolded SSOT, teamwork as a meta-meta-skill, org as explicit org-created lineage teamwork, scheduled collaboration as separate task groups, and Settings-backed backend-enforced governance.

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Git Workflow · fritzprix bundle
End-user Git and GitHub workflow orchestration for the user's own repositories. Use when the user wants feature branches, commits, pull requests, PR review, merge, tags, or GitHub releases ("create a PR", "merge PR #42", "ship v1.2.0", "review this pull request"). Uses workspace git + GitHub CLI (gh). Optional GitHub MCP can supplement but is not required. Not for LibrAgent product releases or internal repo maintenance. Triggers on: "PR 만들어줘", "브랜치 파서", "PR 머지", "릴리즈 태그", "create pull request", "merge PR".

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Telegram CLI · fritzprix bundle
Python CLI wrapper for Telegram interaction using Telethon (MTProto protocol). Use when the user wants to: (1) send messages, (2) read messages from chats/channels/groups, (3) list chats, (4) download files, or (5) search messages. On first use, guide the user through authentication (API ID/Hash → phone → code → 2FA password). Store session and config in ~/.libragent/telegram_config.json. Subsequent requests use the stored session without re-authentication. Triggers on requests like: "텔레그램 메시지 보내줘", "텔레그램 확인", "send telegram", "텔레그램 채널 확인", "텔레그램 파일 다운로드".

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Calendar Mgmt · fritzprix bundle
Google Calendar integration for end-user schedule management at runtime. Use when the user wants to view, create, update, or delete calendar events, or get a week summary ("show my schedule", "book a meeting tomorrow at 3pm", "what's on my calendar this week"). MVP supports Google Calendar API (OAuth2). On first use, guide Google Cloud OAuth setup, collect client_secret via hidden shell prompt, run setup.py --oauth, and store tokens in ~/.libragent/calendar_config.json. Not for LibrAgent agent cron automation (schedule / session-schedule). Triggers on: "일정 보여줘", "캘린더 확인", "미팅 예약", "show my calendar", "schedule a meeting".

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Deep Research · fritzprix bundle
Advanced multi-source research and comprehensive report generation. Use when the user requests in-depth analysis on a specific topic. This skill guides you through (1) adaptive planning, (2) information gathering via tools or delegation, (3) iterative synthesis, and (4) high-quality Markdown report production.

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Skill Creator · fritzprix bundle
Guide for creating and validating agent skills. Use when authoring or updating a SKILL.md, writing frontmatter, structuring scripts/references/assets, or checking a skill before deployment. Triggers on create skill, write skill, skill frontmatter, validate skill, fix skill YAML. For installing a finished skill, use skill-deployer instead.

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Session Isolation Validator · fritzprix
Validate that builtin servers and external MCP managers maintain proper session isolation. Use when auditing session isolation, checking for cross-session state leakage, or verifying per-session MCPServiceProxy instantiation.

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App Screenshot · fritzprix bundle
Cross-platform live desktop app UI control and window capture skill for LibrAgent. Supports Windows and Linux. Triggers on requests like '앱 화면 캡처', '앱 스크린샷', '앱 클릭 제어', 'capture app window', 'app screenshot', 'capture ui', 'click app button'.

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Divide Conquer · fritzprix bundle
Split a large task into independent subtasks, delegate them to child sessions for parallel execution, and merge the results. Use when a task can be broken into non-overlapping pieces that don't depend on each other's output. Not for consensus/review (use consensus-delegation) or benchmarks (use bench). Triggers: "분할 정복", "병렬 처리", "parallel execution", "split and process".

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Skill Deployer · fritzprix bundle
Deploy a validated user or workspace skill to user_skills/ or .libragent/skills/. Use after skill-creator validation. NOT for system_skills or app-bundled skills. Triggers: deploy skill, install skill, global skill, workspace skill, user_skills.

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Skill Proposer · fritzprix bundle
Use when the user asks to turn wiki patterns into a concrete SKILL.md change, propose one atomic skill patch, or record Accept/Reject in the skill-impact ledger. Triggers on "propose a skill fix", "patch this skill from the wiki", "skill-proposer", or "gate a skill change".

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Tool Installer · fritzprix bundle
Registers or imports MCP (Model Context Protocol) servers in LibrAgent or Claude Desktop. Use when users share new MCP connection info (npm/npx package, GitHub URL, config JSON) or want to import, sync, or bring settings from Cursor, VS Code, Windsurf, and similar editors.

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Feature Refactor Proposal · fritzprix bundle
Analyze codebase against new feature requirements, map affected modules and dependencies, identify architectural risks, and propose a structured refactoring and implementation plan before writing code. Use when starting a new feature, planning refactoring, analyzing codebase impact, or reviewing feature feasibility.

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Lean Builtin Tool Auditor · fritzprix
Audit builtin MCP tool implementations in LibrAgent for schema accuracy, minimal complexity, and non-bloated hints. Use when reviewing builtin tools for compliance, validating tool schemas, checking for over-engineering, or ensuring next-action hints are concise and relevant.

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Org Restructure · fritzprix bundle
Restructure a living explicit org in LibrAgent without dissolving it. Use when an org already exists and you need to add/remove/merge roles in ROLES.md, update the org constitution (agents.md, MISSION.md), remove or retire org child sessions, reassign KANBAN owners, or record structural changes in coordination files. Not for initial org creation (use org), initial scaffolding (use teamwork), org dissolution, or archive.

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Wiki Maintainer · fritzprix bundle
Use when the user asks to mine recent sessions for recurring agent failures, write durable diagnostic patterns, maintain the global skill-evolution wiki, or bootstrap a recurring Scheduled Task so Wiki Maintainer keeps running without further commands. Triggers on "update the skill wiki", "record this failure pattern", "analyze my sessions for skill gaps", "알아서 돌려", "매일 wiki", "자동으로 정리", or "wiki-maintainer".

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Pair Programming · fritzprix bundle
Implement a turn-based Driver-Navigator pair programming workflow. One agent (Driver) focuses on implementation and writes code, while the other (Navigator) reviews, validates, and suggests improvements in real time. Roles can swap dynamically based on tasks. Triggers: "페어 프로그래밍", "공동 작업", "드라이버 네비게이터", "pair programming", "driver navigator", "collaborative coding".

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Playbook Creator · fritzprix bundle
Guide for designing and creating high-quality, reusable workflows using the playbook tool group. Use this skill when: (1) You want to capture a successful multi-step process for future reuse, (2) A user asks to 'create a playbook' or 'automate this task', (3) You need to design a structured automation workflow with clear inputs, outputs, and success criteria. Triggers: 'create playbook', 'automate this process', 'design workflow'.

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Session Schedule · fritzprix bundle
Schedule one-shot delays or recurring runs bound to the current agent session in LibrAgent. Use delaySeconds for a single future injection, cronExpression for session-scoped recurrence, or when the user asks to continue, remind, or follow up later in this conversation. Does not require teamwork or task groups. For app-wide automation that outlives the session, use schedule instead.

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Modular Large File Refactor · fritzprix bundle
Refactor oversized source files into smaller, coherent modules while reducing complexity and preserving behavior. Use when Claude needs to split a large component, hook, service, command handler, or Rust module; untangle mixed responsibilities; extract helpers or submodules; or reorganize code into a clearer modular design without changing the public contract.

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Workspace Indexer · fritzprix bundle
Explore a workspace to (1) convert binary documents (PDF, PPTX, DOCX, XLSX) into text/Markdown and (2) build an index.md file with a keyword map and file inventory. Use when the user asks for binary document conversion, document indexing, index.md generation, keyword-map creation, workspace file inventorying, or PDF/PPTX/DOCX/XLSX text extraction.

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Rust Integration Test Scaffolder · fritzprix
Scaffold integration tests in src-tauri/tests/ following the project's strict rules. Use when creating new Rust tests, ensuring CI compatibility, or preventing false sense of test coverage from unit tests in src/.

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Knowledge Distiller · fritzprix bundle
Analyzes conversation sessions to extract key insights, decisions, and technical details, then saves them to the knowledge base. Use this skill when asked to "summarize what I learned today," "record key points from recent sessions," or "sync current project context to long-term memory."

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Consensus Delegation · fritzprix bundle
Use when the user needs to evaluate the same question from different perspectives by orchestrating multiple specialized child sessions, collecting their independent conclusions, and reconciling disagreements through parent-mediated follow-ups. Suitable for code review triangulation, architecture or risk assessment, security vs performance tradeoff analysis, or any bounded decision that benefits from 2-4 distinct expert viewpoints—not for persistent teams (teamwork/org) or single one-off delegation (delegate).

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Delegation Eval Loop · fritzprix bundle
Generator-evaluator loop for delegated sub-agent work: parent evaluates, child generates. Use layered verification (Deterministic, Invariant Gate, Trajectory/reliability, Semantic), sprint contracts with checkbox acceptance criteria, and targeted re-steers via agent__messageToSession. Use when briefing with strict acceptance criteria, evaluating child results from agent__checkSession, preventing premature "done" without proof, or when delegate routes here for high-stakes handoffs. Triggers: generator-evaluator, generator evaluator, delegation eval, subagent evaluation, verify subagent, delegation loop, eval loop, proof before done, acceptance criteria, delegation-eval-loop.

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Harbor Harness Improvement Loop · fritzprix bundle
Analyze Harbor benchmark jobs and ATIF trajectories, identify evidence-backed weaknesses across LibrAgent builtin tools, prompts, agent guidance, execution policy, and benchmark instrumentation, then design controlled improvements and rerun comparisons. Use when analyzing Harbor or Terminal-Bench results, optimizing the harness, investigating tool-call failures or retries, auditing prompt/context efficiency, or running repeated BM → analysis → improvement cycles.

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Libragent Harness Reference · fritzprix bundle
On-demand LibrAgent runtime facts: system-prompt layers, tool naming (server__tool), session/workspace isolation, skills progressive disclosure, when to call agent-init, and verification habits. Use when unsure how LibrAgent injects context, how sub-agents inherit (or do not inherit) workspace/instructions/skills, which instruction files load, or what belongs in assistant systemPrompt vs workspace agents.md vs skills. Triggers: harness, system prompt layers, agents.md vs SOUL, session workspace, sub-agent isolation, tool naming, bootstrap workspace guidelines.

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Sample Helper · fritzprix
A sample helper skill for Libr Assistant.

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84 published skills