A-Stockit

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

Inspect and export generated analysis artifacts. Use when user wants exact stored markdown, JSON state, or run metadata instead of rerunning analysis.

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.

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.

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.

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.

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.

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.

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.