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Claude Skills by fritzprix

github.com/fritzprix

95 skillsA× 91B× 410 installs202 views

Delegation Eval LoopAGenerator-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: g...ai-agentsgogitVotes: 0GitHub stars: 12
Divide ConquerASplit 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", "대량 문서 요약", "문서 수십 개 요약", "여러 개를 빠르게", "parallel execution", "split and process", "summarize all of these quickly".ai-agentsgosecurityVotes: 0GitHub stars: 12
GatekeeperAImplement 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".ai-agentsgoVotes: 0GitHub stars: 12
Hub SpokeAImplement 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".ai-agentsgoVotes: 0GitHub stars: 12
Ig CliAPython CLI wrapper for Instagram interaction using instagrapi. Use when the user wants to: (1) post photos/reels with captions, (2) reply to comments, (3) view feed/posts, (4) like/unlike posts, (5) follow/unfollow users, (6) view profile info. On first use, guide the user through credential setup (username + password stored with a storeAs prompt). Store config in ~/.libragent/ig_config.json and session settings in ~/.libragent/ig_session.json. Subsequent requests use the stored session witho...ai-agentspythongoVotes: 0GitHub stars: 12
Libragent Harness ReferenceAOn-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 workspa...ai-agentspythonshellVotes: 0GitHub stars: 12
Skills DirectorySkills Directory 6 slots · $699/mo · on every skill page · sponsors can never buy grades.See placements
Libragent PluginAImplement, verify, and deploy a host MediaAssist plugin that converts audio/image/video into text when the LLM rejects multimodal input (HTTP 400). Use when media-assist placeholders appear, assistPluginStatus reports missing, listenContent/seeContent succeed but the next completion fails, or the user asks to install an ASR/OCR assist plugin. Triggers: media-assist, MediaAssist, multimodal 400, deployAssistPlugin, harness-plugins, libragent-plugin.ai-agentspythondockerVotes: 0GitHub stars: 12
LoopAPRIMARY skill for clock-based session wakes via scheduleCallback. Use when the user asks for reminders, delays, or recurring checks inside the active conversation — "remind me in 5 minutes", "tomorrow at 9", "매일 아침 확인해줘", timers, and wall-clock recurrence bound to this chat. NEVER for process exit, build/test completion, kanban/ticket done, webhooks, or file-watcher completion — use call-me-back. Prefer this over global schedule for in-session time requests; escalate to schedule only for perm...ai-agentsexpressrailsVotes: 0GitHub stars: 12
Org RestructureARestructure 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.ai-agentsshellrailsVotes: 0GitHub stars: 12
OrgARun 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.ai-agentsgorailsVotes: 0GitHub stars: 12
Pair ProgrammingAImplement 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".ai-agentsgitVotes: 0GitHub stars: 12
PipelineAExecute 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".ai-agentsVotes: 0GitHub stars: 12
Skills DirectorySkills Directory Pro Download any skill as a ZIP for Claude.ai, Claude Desktop, or .claude/skills.See Pro
Playbook CreatorAGuide 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', 'automate this task', '세션 플레이북', or 'session playbook', (3) You need to design a structured automation workflow with clear inputs, outputs, and success criteria. Triggers: 'create playbook', 'automate this process', 'design workflow', '세션 플레이북', '세션 playbook', 'ses...ai-agentsgoreactVotes: 0GitHub stars: 12
RecruitAAnalyze 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. Triggers: "비서 하나 만들어줘", "전문 비서", "전문가 세팅해줘", "새 비서", "create an assistant"...ai-agentsgogitVotes: 0GitHub stars: 12
Repo WikiARepository 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, u...ai-agentspythongoVotes: 0GitHub stars: 12
ScheduleACreate and manage app-wide global scheduled tasks in LibrAgent (cron-based). Use when automation must outlive the current session, run recurring background cron jobs independently of any session, or coordinate multi-agent scheduled workflows. NEVER use for in-session time reminders (use loop), or for process/kanban/webhook completion waits (use call-me-back).ai-agentsgoexpressVotes: 0GitHub stars: 12
Skill CreatorAGuide 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.ai-agentspythonrustVotes: 0GitHub stars: 12
Skill DeployerADeploy, install, update, or remove a validated custom skill in user_skills/ (global), .libragent/skills/ (workspace), or assistant scope from a local folder or a GitHub URL. Use when installing a skill from a GitHub URL, deploying a validated local skill after skill-creator, updating an installed skill from its recorded source, or removing an installed skill. NOT for system_skills or app-bundled skills. GitHub URL rule: a repo or subpath that contains SKILL.md is a skill and uses this skill; ...ai-agentspythonrustVotes: 0GitHub stars: 12
Skills DirectorySkills Directory Look up any of 103,619 scanned skills — grade, score, and every finding. Free.Check a skill
Skill ProposerAUse 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".ai-agentspythonshellVotes: 0GitHub stars: 12
TeamworkABuild 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.ai-agentspythongoVotes: 0GitHub stars: 12
Telegram CliAPython 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 메시...ai-agentspythongoVotes: 0GitHub stars: 12
Wiki MaintainerAUse 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".ai-agentspythongoVotes: 0GitHub stars: 12
Workspace IndexerAExplore 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.ai-agentspythonbashVotes: 0GitHub stars: 12
X CliAPython 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_c...ai-agentspythonshellVotes: 0GitHub stars: 12
Skill CreatorAGuide for creating and updating effective skills. Use when creating a new skill, editing/renaming/merging/deleting an existing skill, writing SKILL.md frontmatter, structuring scripts/references/assets, or validating before package/deploy. Triggers on: create skill, update skill, rename skill, merge skills, skill frontmatter, validate skill, skill modification checklist.ai-agentspythongoVotes: 0GitHub stars: 12
Demo PlayADrive LibrAgent desktop chrome for demos via App Control MCP (POST /mcp/control) and optional session HTTP APIs. Use when filming README demo clips, pacing Extensions install → chat → deliverable, remote UI automation for demos, or when asked to demo-play / run demo shot list / app-control demo. Not for registering MCP servers into an agent session (use mcp-installer) and not for window screenshots (use app-screenshot).ai-agentsbashgitVotes: 0GitHub stars: 12
Postmortem ImproveBRun a postmortem → improve loop so LibrAgent sessions learn without dirtying project git. Capture evidence-backed failures, then apply a Top-1 update to `@harness/LESSONS.active.md` (app-local; injected into the system prompt) for behavioral defects, or route deterministic tool/code defects to a fix/bug task (never paper over with lessons). Works for solo sessions and org/teamwork. Use after incidents, repeated failures, mission retros, stuck KANBAN/Blocked items, or when the user asks for co...ai-agentsgorailsVotes: 0GitHub stars: 12
VisualizeAEnd-user visualization — diagrams (Mermaid mindmaps/flowcharts/sequence/ER), LaTeX math in chat or UI cards, and Chart.js HTML charts/dashboards from CSV/Excel/JSON. Use when the user wants to visualize, draw a diagram, mind map, flowchart, plot data, chart a spreadsheet, or explain with equations. Triggers on: "시각화", "다이어그램", "마인드맵", "flowchart", "mermaid", "차트 만들어줘", "plot this", "dashboard from CSV", "수식 그려줘", "visualize this". Not for document authoring or format conversion (use the docs ...ai-agentsVotes: 0GitHub stars: 12
Agy DelegateADelegate work to the local `agy` CLI (print mode) — typically Gemini or other models listed by `agy models`. Use from Cursor when you need a one-shot or follow-up agy turn with a self-contained handoff, optional `--add-dir` workspace, and parseable stdout. Triggers: agy, agy -p, --model gemini, Gemini via agy, delegate to agy, agy print mode, agy-delegate. NEVER for LibrAgent HTTP Session API (that is `libr-delegate`). NEVER invent MCP tool names for agy. NEVER swap `--model` away from this s...ai-agentsgoshellVotes: 0GitHub stars: 12
Audit DocsAAudit documentation gaps by comparing code changes between the last docs update (or release version) and current HEAD. Detects undocumented features, modified tools/skills, configuration changes, and KO-EN translation parity drift. Use when checking for missing documentation, auditing doc gaps, verifying translation parity, or preparing documentation before releases. Triggers on: "audit docs", "audit-docs", "문서 누락 검토", "문서 누락 감사", "docs audit", "문서 드리프트 감사", "마지막 docs 업데이트 분석".ai-agentspythonbashVotes: 0GitHub stars: 12
Gatekeeper LoopAReviewer loop paired with worker-loop. Each tick reviews the user''s open PRs, posts a structured verdict comment that directs the worker (changes requested with numbered findings), re-reviews after the worker responds, and iterates until a final Approve verdict — never merging. Use when the user types "/gatekeeper-loop", "/gatekeeper-loop 10m", "gatekeeper loop", "review worker PRs until approve", "게이트키퍼 루프", "PR 리뷰 루프", or asks for an automated reviewer that goes back and forth with the wor...ai-agentspythonrustVotes: 0GitHub stars: 12
I18n Language StandardsAEnforce ASD-STE100 (English) and clear Korean UI language standards across LibrAgent. Audits UI text, Settings descriptions, and i18n locales for prohibited engineering jargon, internal code identifiers (browser="userChrome", awaitAgent, pollProcess, createSession), passive translations, and ensures terminology parity across all 8 supported languages. Triggers on: "언어 규약", "language standards", "i18n standards", "ASD-STE100", "i18n audit", "i18n 검증", "언어 규약 검사", "layman-friendly UI text", "i1...ai-agentsgobashVotes: 0GitHub stars: 12
Libr DelegateBDelegate work to a running LibrAgent desktop/headless instance via the local HTTP Session API (`POST /api/sessions`, messages, status, children, resume, terminate, delete). Use from Cursor (or other external harnesses) when LibrAgent is up and you need a LibrAgent session to run a task — optionally with `parentSessionId` lineage. After work: extract message history (session transcript / API-side "trace"), then terminate+delete one-shot sessions. Triggers: Session API, /api/sessions, parentSes...ai-agentspythonshellVotes: 0GitHub stars: 12
Libr Tool E2e Harness LoopARun a repeatable LibrAgent builtin-tool E2E harness via libr-delegate: instruct a live Session API session, extract the transcript, write an evidence-backed postmortem, derive ranked tool-improvement tasks, optionally patch, then re-run. Use when the user asks for tool E2E harness loops, browser/userChrome extension E2E cycles, postmortem-driven tool fixes, or "E2E → 분석 → 과제 → 반복". Depends on a running LibrAgent and the Cursor-only libr-delegate skill. Not for Harbor/ATIF job analysis (use ha...ai-agentspythonrustVotes: 0GitHub stars: 12
Performance AuditAAnalyze and identify performance bottlenecks across the full stack (Rust concurrency and memory, Tauri IPC, React rendering, SQLite queries), and generate a prioritized action plan report (P0-P2) with concrete Before/After code solutions. Use when asked to audit performance, investigate UI lag or freezes, optimize Rust async/locks or memory allocations, eliminate React re-render cascades, diagnose slow SQLite queries or IPC serialization overhead, or when user triggers: "성능상의 개선점 분석", "성능 감사"...ai-agentstypescriptrustVotes: 0GitHub stars: 12
Science SearchASearch ~200 million scientific papers (OpenAlex titles and abstracts) by meaning or exact words, look up papers by DOI / OpenAlex ID / PMCID, find similar papers, and walk citation graphs through the free ScienceMadeReadable search API (no key). Use when a task requires scientific literature, finding evidence for claims, conducting literature reviews, citing peer-reviewed studies, or resolving DOIs. Triggers on: 'science search', '논문 검색', '과학 논문', '학술 자료', 'research paper', 'scientific study'...ai-agentspythonshellVotes: 0GitHub stars: 12
Trace Eval LoopAAnalyze arbitrary session-exported ATIF (Agent Tool Interaction Format / Agent Trajectory Interchange Format, ATIF-v1.7) trajectories — not Harbor jobs/ and not raw .trace.json — reconstruct intent→tool→observation sequences, and derive evidence-backed improvements for LibrAgent builtin tools, prompts, execution policy, and export/harness contracts. Use for: session ATIF eval loops, exported *_trajectory.json review, tool/harness postmortems from UI export, "ATIF 분석", "AITF 분석", "trace-eval-l...ai-agentspythonrustVotes: 0GitHub stars: 12
Worker LoopAAutonomous worker loop for LibrAgent. Each tick fixes open PRs that need action; if PRs require no action (even while waiting for CI or gatekeeper approval), continuously implements remaining `approved` issues in one PR as long as any remain. Never merges. Use when the user types "/worker-loop", "/worker-loop 10m", "worker loop", "워커 루프".ai-agentspythonrustVotes: 0GitHub stars: 12
Mcp InstallerARegisters, verifies, or imports MCP (Model Context Protocol) servers in LibrAgent or Claude Desktop. Use when users share MCP connection info (npm/npx/PyPI package, MCP server GitHub repo, config JSON, server URL), want a capability that needs a new MCP server (\"I want stock data\"), or want to import/sync settings from Cursor, VS Code, Windsurf, and similar editors. GitHub URL rule: a repo or subpath that contains SKILL.md is a skill — use skill-deployer instead; an MCP server package or MC...ai-agentstypescriptpythonVotes: 0GitHub stars: 12
Science SearchASearch ~200 million scientific papers (OpenAlex titles and abstracts) by meaning or exact words, look up papers by DOI / OpenAlex ID / PMCID, find similar papers, and walk citation graphs through the free ScienceMadeReadable search API (no key). Use when a task requires scientific literature, finding evidence for claims, conducting literature reviews, citing peer-reviewed studies, or resolving DOIs. Triggers on: 'science search', '논문 검색', '과학 논문', '학술 자료', 'research paper', 'scientific study'...ai-agentspythonshellVotes: 0GitHub stars: 12
Harness Eval LoopABuild the current LibrAgent revision, run the Harbor benchmark that matches the recent work, decide whether the experiment is accepted (adopt / revert / iterate / inconclusive) against a comparable baseline, and file newly found harness problems and performance-regression causes as GitHub issues. With an interval and dataset it repeats this on a schedule. Use when the user types "/harness-eval-loop", "/harness-eval-loop 2h layman", "harness_eval_loop", "벤치 돌려서 experiment 판정", "하네스 평가 루프", or ...ai-agentspythonrustVotes: 0GitHub stars: 12
Producer LoopAPeriodic issue producer for LibrAgent. Runs scheduled read-only checks (security, e2e, uiux, regression, usage-logs, doc-drift, cleanup, e2e-plan) and files GitHub issues for the problems it finds, with fingerprint dedup and a per-run cap. Producers never change code. A gatekeeper validates each issue and a human approves it before worker-loop takes it. Use when the user types "/producer-loop", "/producer-loop 1h", "/producer-loop security", "producer loop", "프로듀서 루프", or asks for recurring a...ai-agentspythonrustVotes: 0GitHub stars: 12
Release Head Self E2eAPlan and run version-aware Session API self-E2E from the latest published release tag through current HEAD inside LibrAgent: pin baseline/head SHAs, map git diff to matrix cases, dedupe prior tracking tickets, optionally create/update a GitHub tracking issue when the user explicitly authorizes writes, then orchestrate parent→ child delegates for zero-human execution and independent verification using real builtin tools and the debug-only E2E control plane (LIBRAGENT_E2E_CONTROL). Triggers: "H...ai-agentspythonshellVotes: 0GitHub stars: 12
ClarifyARefine a vague request into a complete requirements document before work starts, for any kind of task: event, report, process, purchase, or software. Ask a few questions per turn, keep one living Markdown document up to date at each decision, then run one peer review (completeness + feasibility) before finalizing. Use when the user starts with an abstract or ambiguous idea, for example '기획해줘', '요구사항 정리해줘', '작업 전에 뭘 원하는지 같이 정리하자', '아이디어만 있는데 정리해줘', 'spec out', 'requirements doc', or asks to fl...ai-agentsgoVotes: 0GitHub stars: 12
DocsAUse when the user needs to convert Markdown to PDF, PPTX, DOCX, or extract documents to Markdown. Uses fixed CLI commands with bundled scripts and ReportLab/MarkItDown. Do not write custom renderers.ai-agentspythonshellVotes: 0GitHub stars: 12