Tapestry
AI-native web intelligence workflow for crawling, organizing, and synthesizing web content from multiple platforms (Zhihu, Reddit, HN, X/Twitter, Xiaohongshu, Weibo). Use when users share URLs, want to archive web content, build knowledge bases, or analyze online discussions.
Ingest
Primitive web crawling and scraping for one or more URLs. Use when a user shares links, asks to ingest or archive web content, or needs raw source artifacts normalized into reusable local records before feed-building or synthesis.
Synthesis
Convert stored Tapestry artifacts into higher-level synthesis. Use when a user wants interpretation, consolidation, research notes, or analysis built on top of an already-ingested URL or note.
Feed
Turn a crawler-produced Tapestry artifact into a source-appropriate structured feed. Use when a user wants a rigorous feed entry, normalized text output, or source-specific organization rather than a loose free-form summary.
Analysis
Run a deeper one-symbol A-share research workflow. Use when user wants a research memo that goes beyond the default brief and pressure-tests thesis, catalysts, risks, and invalidation using persisted artifacts.
Export
Export knowledge base content to PDF, Markdown, or HTML files saved under _data/exports/. Use when a user wants to save or share KB content as downloadable files. Supports exporting a single document file, a single feed entry, a single note, or the entire knowledge base.
Fundamental Context
Gather fail-open fundamental, capital-flow, and dragon-tiger context for one symbol. Use when user wants a disciplined non-price context workflow with explicit partial-status handling and A-share-specific caveats.
Strategy Chat
Run a multi-turn strategy Q&A workflow over a stock. Use when user wants iterative discussion anchored to an explicit symbol, artifact, or prior run instead of a one-shot report.
Model Capability Advisor
Recommend fast/deep model pairings for a workflow. Use when user wants meta-workflow guidance on which model profiles fit analysis, chat, batch, backtest, or paper-trading tasks, while staying explicit that the advice is heuristic and local.
Data Sync
Run or inspect data synchronization workflows. Use when user wants the stage-2 data-acquisition control surface: freshness checks, provider health, source comparison, stale-artifact diagnosis, and explicit next actions.
Feishu Notify
Push one explicit Feishu notification card. Use when a workflow needs the stage-7 communication step: outbound delivery of a status, checkpoint, or recap artifact under explicit fail-open semantics.
Fix Everything
Autonomous error recovery and workflow continuation. Use when any skill fails, data is missing, or workflow is blocked. Agent analyzes root cause, attempts fixes, and continues workflow without user intervention. Designed for non-technical users who should not see internal errors.
Watchlist
Manage watchlist workflows after import. Use when user wants the stage-1 universe-management workflow: grouping, coverage intent, review cadence, artifact reuse, and repeated tracking after ingestion.
Strategy Design
Design an execution plan for one A-share symbol. Use when user wants the execution-planning stage of the workflow: strategy family selection, entry and exit structure, hold horizon, monitoring rules, and execution-realism notes after the investment view is already accepted.
Session Status
Inspect bundle status, runtime configuration, and recent execution context. Use when user wants the operational audit surface: runtime root, recent runs, current context, and where the workflow left off.
Watchlist Import
Import a watchlist from text or files and normalize symbols. Use when user wants the stage-1 universe intake workflow: raw list ingestion, symbol normalization, unresolved-item preservation, and explicit confidence labels before screening.
Market Brief
Generate the default one-symbol A-share brief. Use when user wants a fast, single-pass synthesis combining current market state, conditional decision framing, and conditional execution planning in one persisted run.
Paper Trading
Run a paper-trading workflow over analyzed symbols. Use when user wants the live-verification stage in simulated form: trade rehearsal, ledger updates, A-share settlement rules, and explicit monitoring of what the local paper book does and does not model.
Subscriptions
Manage RSS/Atom feed subscriptions and refresh them into the Tapestry knowledge base. Use when the user wants to list, add, remove, or refresh subscribed feed sources by name rather than by URL.
Market Analyze
Assess trend, regime, and risk state for one A-share symbol. Use when user wants current market interpretation from the normalized snapshot without action sizing, execution planning, or thesis narration.
Backtest Evaluator
Evaluate a saved analysis run against later market data. Use when user wants retrospective review grounded in a saved state or a deterministic strategy simulation with explicit assumptions.
Stock Data
Assemble a reusable one-symbol research snapshot across quote, levels, indicators, and fail-open fundamentals. Use when user wants a structured stage-2 to stage-4 research packet without a final thesis memo or action recommendation.
Market Data
Normalize and summarize one A-share dataset. Use when user wants the stage-2 and stage-3 data pipeline for one symbol: source selection, schema normalization, feature-base preparation, export, and data-quality review without interpretation.
Analysis History
Inspect prior analysis records and artifacts. Use when user wants to browse, compare, or track how saved views changed over time rather than just reading one stored file.
Market Screen
Rank multiple A-share symbols or CSV files. Use when user wants the breadth-first triage stage of the workflow: universe filtering, comparative scoring, shortlist creation, and explicit skip accounting before deeper single-name work.
Decision Support
Produce action guidance with sizing and risk framing. Use when user wants a conditional buy, hold, reduce, avoid, or watch decision tied to explicit account assumptions.
Visual Card
Generate professional visual note cards (视觉笔记卡片/信息图) from knowledge base content as single-page HTML infographics with PNG export. Use when users want to create visual summaries, knowledge cards, infographics, or poster-style visualizations of topics from the knowledge base.
Init Deps Install
Automatically triggered when Tapestry is first launched on a new environment or lacks dependencies. Intelligently detects environment and installs Tapestry dependencies with user confirmation.
Technical Scan
Run a technical-only scan over one symbol. Use when user explicitly wants trend, levels, volume, volatility, or chart-pattern context without broader thesis, sizing, or execution claims.
Reports
Inspect and export generated analysis artifacts. Use when user wants exact stored markdown, JSON state, or run metadata instead of rerunning analysis.
News Intel
Gather and rank symbol-relevant news intelligence from manual headlines or a local headline file. Use when user wants an explicit evidence-ingestion workflow for catalysts, risks, narrative tags, and freshness-aware headline triage.
Decision Dashboard
Build a batch decision dashboard for multiple symbols. Use when user wants the stage-6 watchlist action surface: action distribution, focus list, and portfolio-assumption-aware triage before deeper single-name review.
Market Recap
Render region-aware market recap blueprints. Use when user wants the stage-7 review and communication frame for CN or US markets: recap structure, next-session posture template, and checklist-driven market review rather than live data retrieval.
Display
Expose the organized knowledge base through a readable frontend experience. Use when a user wants to browse the knowledge base visually as a lightweight site instead of reading raw Markdown files directly. Supports building viewers for specific data paths (e.g., individual books) or the entire knowledge base.