黑洞智能体BLACK HOLE AGENTS
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Application Cases

These cases demonstrate how to combine conversations, Agents, knowledge bases, notes, image generation, translation, channels, scheduled tasks, and multi-window workflows into processes that deliver real results. The configurations in these cases are starting points; adjust them based on data sensitivity, usage volume, and team policies.

Workflow maturity path diagram: from manual execution to method consolidation, connecting external capabilities, and automated operation

First, run the process manually with real materials, then gradually add knowledge bases, skills, MCP, channels, and scheduled tasks.

Selecting a Case

Multi-Model Research Review
Internal materials, external sources, and conflict verification
Agent Project File Delivery
Control directories, permissions, and output scope
Brand Image Kit
From visual direction to multi-size final images
Private Knowledge Base QA
Limit source scope and refuse guessing
Notes to Weekly Report
From daily records to a verifiable weekly report
Multilingual Material Organization
Terminology, OCR, documents, and consistency checks
Multi-Window Research Workbench
Keep materials, comparisons, and active tasks visible simultaneously

General Setup Order

Choose an Agent, model and working directory in Work before starting; no working directory is selected in this example. (Chinese interface.)Choose an Agent, model and working directory in Work before starting; no working directory is selected in this example. (Chinese interface.)

Choose an Agent, model and working directory in Work before starting; no working directory is selected in this example. (Chinese interface.)

Choosing a Case by Task

Your TaskRecommended CaseKey Capabilities
Compare perspectives and preserve the research process[Multi-Model Research Review]Conversations, notes
Deliver project documents and artifacts[Agent Project File Delivery]Agent, state, files
Generate a set of stylistically consistent images[Brand Image Kit]Agent image generation, image templates
Answer only based on internal materials[Private Knowledge Base QA]Knowledge base, retrieval testing, Agent
Organize weekly reports from scattered notes[Notes to Weekly Report]Notes, Agent, files
Organize multilingual files[Multilingual Material Organization]Translation, Agent, working directory
Monitor materials and long-running tasks simultaneously[Multi-Window Research Workbench]Tabs, multi-window, global search

1. Define the Deliverable

Specify the final file, table, image, or message required, and define the criteria for completion.

2. Run Manually in [Work]

Verify that the model, prompts, working directory, and materials are sufficient. Check each operation that requires approval.

3. Solidify Only Stable Parts

Turn repeated steps into skills, store long-term materials in the knowledge base, and keep temporary requirements in task prompts.

4. Add External Connections and Automation Last

After completing one manual acceptance test, integrate MCP, channels, or scheduled tasks, and retain a manual fallback entry for failures.

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