majiayu000
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- ▌ Constraint Programming · majiayu000 bundleWhen the user wants to solve complex scheduling, allocation, or combinatorial problems using constraint programming (CP). Also use when the user mentions "constraint programming," "CP-SAT," "constraint satisfaction," "all-different constraint," "global constraints," "propagation," "search strategies," or when the problem has complex logical constraints, scheduling with disjunctive resources, or allocation problems. For MIP, see optimization-modeling. For metaheuristics, see metaheuristic-optimization.
- ▌ Constraints Scheduling · majiayu000 bundleProvides systematic approaches for solving multi-person scheduling problems with complex constraints. This skill should be used when finding meeting times, scheduling events, or solving optimization problems involving multiple calendars, availability windows, time-based constraints, preferences, and buffer requirements.
- ▌ Construction Estimator · majiayu000 bundleConstruction cost estimation, project budgeting, material takeoffs, and bid preparation for contractors and builders
- ▌ Consulting Accountants · majiayu000 bundleUse this skill when working with accountants, bookkeepers, CPAs, or accounting firms. Covers AI enablement for accounting workflows, bookkeeping automation, tax prep tools, QuickBooks/Xero integrations, and accounting industry knowledge. Invoke for any accounting-related consulting, tool recommendations, or workflow automation for financial professionals.
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- ▌ Content Creation Rules · majiayu000 bundleApplies guidelines for creating high-quality documentation content, focusing on clarity, accuracy, and relevance.
- ▌ Context Driven Testing · majiayu000 bundleApply context-driven testing principles where practices are chosen based on project context, not universal 'best practices'. Use when making testing decisions, questioning dogma, or adapting approaches to specific project needs.
- ▌ Context Infrastructure · majiayu000 bundleRailway deployment, CI/CD workflows, GitHub Actions, and smoke tests. Handles Railway configuration, GitHub Actions workflows, deployment automation, and health checks. Use when working with deployment, CI configuration, Railway setup, or infrastructure automation, or when user mentions Railway environments, GitHub Actions, deployment issues, CI failures, "Build failed" errors, smoke test errors, CI/CD pipelines, Docker configuration, or devops workflows.
- ▌ Context Initialization · majiayu000 bundleAlways Auto-invoked skill that creates/updates workspace AGENTS.md to instruct the agent to always search for existing skills before attempting any scientific task.
- ▌ Continuous Improvement · majiayu000 bundleCapture learnings after tasks. Triggers on task completion, repeated mistakes, retrospective requests, or "what did I learn".
- ▌ Continuous Learning V2 · majiayu000 bundleInstinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents.
- ▌ Contractor Matching AI · majiayu000 bundleAI-powered contractor matching and selection for construction projects. Analyze contractor capabilities, past performance, certifications, and project requirements to recommend optimal matches.
- ▌ Conventional Committer · majiayu000 bundleSkill for committing changes to this repository using Git, generating a commit message from recent history and current changes.
- ▌ Conversational AI Flow · majiayu000 bundleЭксперт conversational AI. Используй для chatbot flows, dialog design, NLU intents и conversational UX.
- ▌ Convex Actions General · majiayu000 bundleThis skill should be used when working with Convex actions, HTTP endpoints, validators, schemas, environment variables, scheduling, file storage, and TypeScript patterns. It provides comprehensive guidelines for function definitions, API design, database limits, and advanced Convex features.
- ▌ Convex Agents Messages · majiayu000 bundleSends, saves, retrieves, and manages messages within agent conversations. Use this when handling user messages, displaying conversation history, and working with UIMessages for rich rendering.
- ▌ Convex Game Management · majiayu000 bundleManage game lifecycle, player turns, round rotation, scoring, and game state transitions. Use when implementing game creation, turn management, score updates, and game completion flows in PictionAI.
- ▌ Corder Test Generation · majiayu000 bundleGenerate unit tests, integration tests, and test fixtures for code. Supports Jest, Mocha, pytest. Use when writing tests or improving test coverage. This skill provides automated test generation: - Unit tests with AAA pattern (Arrange, Act, Assert) - Integration tests for APIs and databases - Test fixtures and mocks - Edge case identification - Test coverage recommendations Triggers: "generate tests", "create unit test", "add test coverage", "write tests", "テスト生成", "テストコード作成", "カバレッジ向上"
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- ▌ Cost Latency Optimizer · majiayu000 bundleReduces LLM costs and improves response times through caching, model selection, batching, and prompt optimization. Provides cost breakdowns, latency hotspots, and configuration recommendations. Use for "cost reduction", "performance optimization", "latency improvement", or "efficiency".
- ▌ Covariant Modification · majiayu000 bundleUnified skill modification with covariant transport, Darwin Gödel Machine evolution, and MCP Tasks self-rewriting. GF(3) conserved.
- ▌ Cover Letter Generator · majiayu000 bundleGenerate tailored AI-focused cover letters using the PSI (Problem-Solution-Impact) methodology. Use when: (1) User wants to create cover letters for AI/ML job applications, (2) User provides a resume and wants LinkedIn job matching, (3) User asks for personalized cover letters based on job postings, (4) User mentions applying for AI Engineer, ML Engineer, or similar technical roles. Integrates market intelligence, LinkedIn research via Playwright, and professional writing standards.
- ▌ Cre Document Ingestion · majiayu000 bundleCRE Document Ingestion suite — 4 specialist skills for classifying and extracting structured data from deal documents including rent rolls, T-12 financials, and offering memoranda.
- ▌ Create Bounded Context · majiayu000 bundleStep-by-step guide for creating DDD Bounded Contexts with ubiquitous language, context maps, and cross-context communication.
- ▌ Create Dual Mode Enemy · majiayu000 bundleCreates a new GameMaker enemy that can switch between melee and ranged attacks based on distance, formation role, cooldowns, and line of sight. Use when the user asks to create an enemy with both melee and ranged capabilities, context-based attack switching, or tactical combat behavior.
- ▌ Create Functional Test · majiayu000 bundleCreate functional test for HTTP controllers and LiveComponents. Use when testing web endpoints, form submissions, API responses, or LiveComponent interactions. Tests make HTTP requests and verify responses/DOM.
- ▌ Create Prd From Deltas · majiayu000 bundleGenerate a prd.json file from deltas ready to implement. Picks deltas with ✓ Plan status, dispatches parallel agents to split each delta into stories, combines results with cross-delta dependencies. Triggers on: create prd from deltas, prd from deltas, plan deltas, deltas prd.
- ▌ Create Purchase Return · majiayu000 bundleCreate purchase return (PRT) when returning defective goods to supplier
- ▌ Create Skills Workflow · majiayu000 bundleCreate multi-step workflow skills with progressive step loading, state management, and interactive decisions. Use when building complex skills like APEX that need structured phases.
- ▌ Create Watchos Version · majiayu000 bundleAnalyzes existing iOS/macOS/Apple platform projects to create a comprehensive, phased plan for building a watchOS companion or standalone app. Use when users want to add watchOS support to an existing Apple platform app, create a Watch app version of their iOS app, or build watchOS features. The skill digests project architecture, identifies patterns, analyzes API compatibility, searches for current watchOS documentation, and produces a detailed implementation plan with API availability warnings before any code generation.
- ▌ Createprojectskills · majiayu000 bundleAtlas skill for designing and creating Claude Skills for project-specific codebases. USE WHEN you need to capture repeatable workflows, complex multi-step processes, or domain-specific patterns that Claude should handle consistently.
- ▌ Creating Github Issues · majiayu000 bundleUse when creating GitHub issues, making new issues, filing bugs, requesting features, or before running `gh issue create`. Triggers on "new issue", "create issue", "file issue", "gh issue", "open issue". Ensures proper research, labels, and comprehensive issue documentation.
- ▌ Creating Kiro Packages · majiayu000 bundleUse when creating Kiro steering files or hooks - provides inclusion modes (always/fileMatch/manual), foundational files (product.md/tech.md/structure.md), and JSON hook configuration with event triggers
- ▌ Creating Landing Pages · majiayu000 bundleUse when building marketing landing pages or SaaS homepages - provides a systematic workflow for hero-first design, animation patterns, social proof, and section expansion that creates consistent, professional results
- ▌ Creating Pull Requests · majiayu000 bundleCreates high-quality pull requests with comprehensive descriptions, test plans, and context. Activates when user wants to create PR, says 'ready to merge', or has completed feature work. Analyzes commits and changes to generate meaningful PR descriptions.
- ▌ Creating Quality Gates · majiayu000 bundleEstablish workflow boundary checklists with clear pass/fail criteria and escalation procedures
- ▌ Creative Writing Craft · majiayu000 bundleCraft compelling fiction and creative nonfiction with attention to structure, voice, prose style, and revision. Supports short stories, novel chapters, essays, and hybrid forms. Triggers on creative writing, fiction writing, story craft, prose style, or literary technique requests.
- ▌ Critical Process Brief · majiayu000 bundleCreate critical process briefs through challenging dialogue that exposes operational blind spots and stress-tests workflows. Use when user wants to map out business processes, operations, or workflows. Proactively finds gaps, exposes hidden complexity, identifies fragile points, and tests scalability. Creates structured process briefs in .ideas/[name]/process.md. Triggers include "how would this work operationally", "what's the process", "how do we deliver", or operational details questions.
- ▌ Cross Plugin Detective · majiayu000 bundleIntegration guide for using detective skills across plugins. Maps agent roles from frontend, bun, and other plugins to appropriate detective skills. Developer agents should use developer-detective, architect agents should use architect-detective, etc.
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- ▌ Csharp Developer · majiayu000 bundle.NET 8 and C# 12 specialist with expertise in ASP.NET Core, EF Core, and modern enterprise development. Use when building C# applications, working with .NET, implementing ASP.NET Core APIs, or using Entity Framework.
- ▌ Cto Technology Roadmap · majiayu000 bundleExpert methodology for creating strategic technology roadmaps aligned with business goals, including multi-horizon planning, capacity planning, and OKR frameworks.
- ▌ Cui Javascript Linting · majiayu000 bundleESLint, Prettier, and StyleLint configuration standards for JavaScript code quality and formatting, including flat config setup, rule management, and build integration
- ▌ Cui Javascript Project · majiayu000 bundleJavaScript project structure, package.json configuration, dependency management, and Maven integration standards for consistent project setup and builds
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- ▌ Curriculum Package Lms · majiayu000 bundleGenerate LMS-ready packages in SCORM, Canvas, Moodle formats with proper structure, sequencing, and grade passback. Use when exporting to LMS, creating SCORM packages, or preparing Canvas/Moodle imports. Activates on "export to LMS", "create SCORM", "Canvas package", or "Moodle export".
- ▌ Curriculum Package PDF · majiayu000 bundleGenerate professionally formatted PDF materials including student handouts, teacher guides, workbooks with proper typography, accessibility, and print layout. Use when creating print materials, PDFs, or formatted documents. Activates on "create PDF", "generate handout", "print materials", or "teacher guide".
- ▌ Curriculum Package Web · majiayu000 bundleGenerate responsive HTML/CSS/JS web content with interactive elements, quizzes, navigation, and accessibility for self-paced or blended learning. Use when creating web content, interactive lessons, or online materials. Activates on "create website", "web content", "interactive web", or "HTML export".
- ▌ Curriculum Review Bias · majiayu000 bundleIdentify and eliminate bias, stereotypes, and non-inclusive language; ensure cultural responsiveness and equity throughout curriculum materials. Use when checking for bias, reviewing inclusivity, or ensuring equitable content. Activates on "check for bias", "review inclusivity", "cultural responsiveness", or "equity check".
- ▌ Curriculum Validate Cc · majiayu000 bundleValidate IMS Common Cartridge 1.3 packages against spec, check manifest schema, verify file references, validate QTI assessments, and ensure LMS compatibility. Use when validating CC packages before delivery. Activates on "validate Common Cartridge", "check CC package", "verify IMS CC", or "CC validation".
- ▌ Cursor Sso Integration · majiayu000 bundleConfigure SSO and enterprise authentication in Cursor. Triggers on "cursor sso", "cursor saml", "cursor oauth", "enterprise cursor auth", "cursor okta". Use when working with cursor sso integration functionality. Trigger with phrases like "cursor sso integration", "cursor integration", "cursor".
- ▌ Customer Support Reply · majiayu000 bundleCraft empathetic, effective customer support responses that solve problems
- ▌ Customer UI Components · majiayu000 bundleComponentes de UI para clientes seguindo o padrão de components do Easy Budget.
- ▌ Cva Patterns Workflows · majiayu000 bundleMulti-agent workflow orchestration patterns for Clojure+Vertex AI. Covers sequential/parallel/DAG topologies, state management (stateless/stateful/hybrid), error handling (retry/circuit breaker), and monitoring. Includes production metrics from healthcare pipeline (99.4% latency reduction, 92.4% cost reduction). Use when designing multi-agent systems, implementing complex pipelines, optimizing workflow performance, or building production orchestration.
- ▌ Cva Quickref Libpython · majiayu000 bundleQuick reference cheatsheet for libpython-clj Python interop. Includes initialization, module imports, function calls, data conversions, NumPy/Pandas/Transformers patterns, and troubleshooting. Use when calling Python from Clojure, using Python libraries, or debugging interop issues.
- ▌ Cypress Test Generator · majiayu000 bundleGenerate Cypress E2E test files and configuration for web application testing. Triggers on "create cypress test", "generate cypress config", "e2e test for", "cypress setup".
- ▌ D3 Layouts Hierarchies · majiayu000 bundleUse when creating tree diagrams, force-directed networks, Voronoi diagrams, or hierarchical layouts. Invoke for org charts, node-link diagrams, treemaps, dendrograms, force simulations, spatial indexing, or network visualizations.
- ▌ Dag Iteration Detector · majiayu000 bundleIdentifies when task outputs require iteration based on quality signals, unmet requirements, or explicit feedback. Triggers appropriate re-execution strategies. Activate on 'needs iteration', 'retry needed', 'not good enough', 'try again', 'refine output'. NOT for feedback generation (use dag-feedback-synthesizer) or convergence tracking (use dag-convergence-monitor).
- ▌ Daily Report Generator · majiayu000 bundleGitコミットログとCalendar情報から日報・週報を自動生成するSkill。 「日報を作って」「週報を書いて」「今週何やったか教えて」「スタンドアップノート」 などのリクエストで自動発火する。
- ▌ Data Access Guidelines · majiayu000 bundleDatabase access layer guidelines for Quantum Skincare's Prisma-based data-access library. Covers Prisma schema design, DAO patterns, UUID primary keys, PostgreSQL role-based access control (RBAC), migration workflows, type-safe queries, transaction handling, soft deletes, and testing strategies. Use when working with Prisma schema, DAOs, database migrations, or data access patterns in libs/data-access.
- ▌ Data Cleaning Pipeline · majiayu000 bundleBuild robust processes for data cleaning, missing value imputation, outlier handling, and data transformation for data preprocessing, data quality, and data pipeline automation
- ▌ Data Fetching Patterns · majiayu000 bundleSWR-based data fetching and caching patterns used throughout the monorepo. Use this skill when implementing API interactions, creating custom data hooks, handling loading/error states, or working with mock data. Covers SWR configuration, custom hook patterns (useUserInfo, useTimesSquarePage), error handling, and mock data setup.
- ▌ Data Incident Response · majiayu000 bundleProcedures and playbooks for responding to data quality incidents, data loss, corruption, and pipeline failures.
- ▌ Data Ingestion Builder · majiayu000 bundleBuild new data ingestion providers following the FF Analytics registry pattern. This skill should be used when adding new data sources (APIs, files, databases) to the data pipeline. Guides through creating provider packages, registry mappings, loader functions, storage integration, primary key tests, and sampling tools following established patterns.
- ▌ Data Integrity Auditor · majiayu000 bundleDetects data integrity issues including orphaned records, broken foreign key relationships, constraint violations, and provides automated fix migrations. Use for "data integrity", "orphaned records", "broken relationships", or "data quality".
- ▌ Data Migration Scripts · majiayu000 bundleCreate safe, reversible database migration scripts with rollback capabilities, data validation, and zero-downtime deployments. Use when changing database schemas, migrating data between systems, or performing large-scale data transformations.
- ▌ Data Modeling Patterns · majiayu000 bundleDatabase schema design and data modeling patterns including normalization principles (1NF-5NF), denormalization trade-offs, entity relationship design, indexing strategies, schema evolution, and domain-driven design patterns. Activates when designing new database schemas, refactoring data models, discussing normalization vs denormalization decisions, planning schema migrations, or modeling complex domain entities. Use when creating new tables/collections, redesigning existing schemas, evaluating relationship patterns, or making data integrity decisions.
- ▌ Data Pipeline Engineer · majiayu000 bundleExpert data engineer for ETL/ELT pipelines, streaming, data warehousing. Activate on: data pipeline, ETL, ELT, data warehouse, Spark, Kafka, Airflow, dbt, data modeling, star schema, streaming data, batch processing, data quality. NOT for: API design (use api-architect), ML training (use ML skills), dashboards (use design skills).
- ▌ Data Pipeline Patterns · majiayu000 bundleFollow these patterns when implementing data pipelines, ETL, data ingestion, or data validation in OptAIC. Use for point-in-time (PIT) correctness, Arrow schemas, quality checks, and Prefect orchestration.
- ▌ Data Structure Checker · majiayu000 bundleThis skill should be used when reading any tabular data file (Excel, CSV, Parquet, ODS). It automatically detects and fixes common data issues including multi-level headers, encoding problems, empty rows/columns, and data type mismatches. Returns a clean DataFrame ready for analysis with zero user intervention.
- ▌ Database Design Expert · majiayu000 bundleExpert in database schema design with focus on normalization, indexing strategies, FTS optimization, and performance-oriented architecture for desktop applications
- ▌ Database Normalization · majiayu000 bundle正規化設計の要件整理、正規形判定、非正規化判断を体系化するスキル。 1NF〜5NFの適用とパフォーマンス要件のトレードオフを整理する。 Anchors: • データベース実践講義 / 適用: 正規化理論 / 目的: 正規形の判断基準を明確化 • Designing Data-Intensive Applications / 適用: データモデリング / 目的: 性能と一貫性の整理 • Database Reliability Engineering / 適用: 運用設計 / 目的: 変更の安全性担保 Trigger: Use when evaluating normalization levels, designing relational schemas, documenting denormalization decisions, or reviewing schema trade-offs. database normalization, 1nf 2nf 3nf, schema review, denormalization decision
- ▌ Database Observability · majiayu000 bundleInstrument database queries, connection pools, and detect N+1 queries
- ▌ Database Reset Staging · majiayu000 bundleResets staging database with full schema drop. Use for schema changes or migrations. SINGLE SOURCE OF TRUTH for staging database reset automation.
- ▌ Database Schema Expert · majiayu000 bundleExpert knowledge on Supabase Postgres schema, Drizzle ORM patterns, normalized user tables, relations, query patterns, and migrations. Use this skill when user asks about "database", "schema", "drizzle", "query", "table", "postgres", "supabase", "migration", or database design questions.
- ▌ Database Visualization · majiayu000 bundleExpert in creating database diagrams and visual representations. Use when generating ERDs, schema diagrams, or visualizing database relationships with Mermaid.js.
- ▌ DB Migration Generator · majiayu000 bundleGenerator สำหรับสร้าง database migration files พร้อม up/down scripts, validation และ rollback safety
- ▌ Dbt Migration Bigquery · majiayu000 bundleConvert Google BigQuery DDL to dbt models compatible with Snowflake. This skill should be used when converting views, tables, or stored procedures from BigQuery to dbt code, generating schema.yml files with tests and documentation, or migrating BigQuery SQL to follow dbt best practices.
- ▌ Dbt Migration Postgres · majiayu000 bundleConvert PostgreSQL/Greenplum/Netezza DDL to dbt models compatible with Snowflake. This skill should be used when converting views, tables, or stored procedures from PostgreSQL, Greenplum, or Netezza to dbt code, generating schema.yml files with tests and documentation, or migrating PostgreSQL SQL to follow dbt best practices.
- ▌ Dbt Migration Redshift · majiayu000 bundleConvert Amazon Redshift DDL to dbt models compatible with Snowflake. This skill should be used when converting views, tables, or stored procedures from Redshift to dbt code, generating schema.yml files with tests and documentation, or migrating Redshift SQL to follow dbt best practices.
- ▌ Dbt Migration Teradata · majiayu000 bundleConvert Teradata DDL to dbt models compatible with Snowflake. This skill should be used when converting views, tables, or stored procedures from Teradata to dbt code, generating schema.yml files with tests and documentation, or migrating Teradata SQL to follow dbt best practices.
- ▌ Dbt Migration Transact · majiayu000 bundleConvert SQL Server/Azure Synapse T-SQL DDL to dbt models compatible with Snowflake. This skill should be used when converting views, tables, or stored procedures from SQL Server to dbt code, generating schema.yml files with tests and documentation, or migrating T-SQL to follow dbt best practices.
- ▌ Faion Gtm Manifest · majiayu000 bundleGTM Manifest from research data. Triggers: gtm, go-to-market, launch strategy.
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- ▌ Icp Identification · majiayu000 bundleResearch a company or idea, define the Ideal Customer Profile, and route to the right next step — either mapping the TAM or finding leads/prospects directly. The entry point for any "find me leads", "map my market", or "who should I sell to" request. Auto-loads when a user provides a company URL or idea and asks for leads or market mapping.
- ▌ Meeting Prep Brief · majiayu000 bundleUse when preparing for a sales meeting, discovery call, demo, or customer check-in. Triggers: 'prep me for a meeting with [company]', 'meeting brief for [company]', 'pre-call prep', 'I have a call with [contact] at [company]', 'meeting prep', 'call prep'.
- ▌ Pitch Deck Visuals · majiayu000 bundleInvestor pitch deck structure with slide-by-slide framework, visual design rules, and data presentation. Covers the 12-slide framework, chart types, team slides, and common investor turn-offs. Use for: fundraising decks, investor presentations, startup pitch, demo day, grant proposals. Triggers: pitch deck, investor deck, startup pitch, fundraising deck, demo day, pitch presentation, investor presentation, seed deck, series a deck, pitch slides, startup presentation, vc pitch, investor meeting
- ▌ Proposal Generator · majiayu000 bundleGenerate HTML proposals for consulting and enterprise clients from meeting transcripts. Extracts client needs, recommends pricing, and weaves in NGM platform value props with editorial styling.
- ▌ Researching Market · majiayu000 bundleGuided market research workflow covering TAM/SAM/SOM market sizing, competitive landscape analysis, and customer interview preparation
- ▌ Sell Unused Tokens · majiayu000 bundleList leftover LLM API credits on tokensto.cash and cash out USDC. Use when the user wants to sell unused OpenRouter, OpenAI, Anthropic, Gemini, Venice, Capminal, DeepSeek, Groq, Mistral, or other provider credits, recover prepaid or included API capacity for cash, cash out tokensto.cash USDC, or list on Surplus Intelligence through tokensto.cash.
- ▌ Strategy Interview · majiayu000 bundleUse when the user wants to build or think through a strategy via guided conversation — for a company, product, team, career, or initiative. Triggers on "help me figure out our direction", "what should we focus on", strategic planning, competitive positioning, go-to-market strategy. Also catches indirect requests like prioritization struggles or "we have too many priorities". Does NOT review existing strategy documents (use strategy-review) or brainstorm project features (use brainstorm-beagle).
- ▌ Csat Followup · majiayu000 bundleSend CSAT follow-up emails to customers after ticket resolution via [Gmail](https://composio.dev/toolkits/gmail)
- ▌ Mail Accounts · majiayu000 bundleList all Apple Mail synced accounts with email addresses, message counts, folder structure, and account types. Use when user asks what email accounts are synced, how many emails they have, or wants an overview of their mail setup.
- ▌ Mail Contacts · majiayu000 bundleExtract contacts and build a communication directory from email history. Find email addresses, frequency of contact, and relationship strength. Use when user wants to find someone's email address, see all contacts, or understand their communication network. Arguments: optional person name, company, domain, or "top contacts" / "recent contacts".
- ▌ Slack Message · majiayu000 bundleDraft team communications for Slack. Creates clear, actionable messages for different contexts.
- ▌ Starred Email · majiayu000 bundleRetrieves the user's starred Gmail emails, summarizing each message with metadata, action notes, and direct links while honoring optional filters for timeframe, keywords, or participants.
- ▌ Ca Prune · majiayu000 bundleTrim transcript clutter to extend session lifetime — analyze, prune a copy, or toggle the after-each-turn service. Dry-run by default; gains land at resume/compaction, not the current turn.
- ▌ Continue · majiayu000 bundleAttach the newest context-transfer Markdown from the current project's ./.ccb/history/ into Claude using @file. Use when the user types /continue or asks to resume with the latest transfer file in this project.
- ▌ Mycelium · majiayu000 bundleFile-level knowledge substrate via git notes. Read notes before working on files, leave notes after meaningful work. Daimonic spores carry creator identity across sessions.
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