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design(flows): structure tree drafted from truncated page text (1200 chars), diverging from PageIndex full-page construction

area: flowsPublic operation implementations under quantmind/flows/Public operation implementations under quantmind/flows/

area: preprocessDeterministic acquisition, parsing, cleaning, and source handlingDeterministic acquisition, parsing, cleaning, and source handling

type: designArchitecture decision or design before implementationArchitecture decision or design before implementation

Status: Open.

#133 In LLMQuant/quant-mind;

· keli-wen opened on Jul 22, 2026

feat(flows): surface token-usage and cost for runs and batch_run

area: configsTyped inputs and configuration contractsTyped inputs and configuration contracts

area: flowsPublic operation implementations under quantmind/flows/Public operation implementations under quantmind/flows/

area: mindMemory, tools, MCP integration, and the cognitive layerMemory, tools, MCP integration, and the cognitive layer

type: featureAdds a new capability or observable behaviorAdds a new capability or observable behavior

Status: Open.

#127 In LLMQuant/quant-mind;

· keli-wen opened on Jul 20, 2026

design(config): define ownership of typed operation inputs

area: flowsPublic operation implementations under quantmind/flows/Public operation implementations under quantmind/flows/

type: featureAdds a new capability or observable behaviorAdds a new capability or observable behavior

Status: Open.

#121 In LLMQuant/quant-mind;

· keli-wen opened on Jul 18, 2026

bug: exchange-qualified multi-symbol lists are only partially captured

area: preprocessDeterministic acquisition, parsing, cleaning, and source handlingDeterministic acquisition, parsing, cleaning, and source handling

stale

type: bugExisting behavior violates its contract or documented expectationExisting behavior violates its contract or documented expectation

Status: Open.

#108 In LLMQuant/quant-mind;

· keli-wen opened on Jul 14, 2026

feat: page-preserving TreeKnowledge build + agentic navigation

area: mindMemory, tools, MCP integration, and the cognitive layerMemory, tools, MCP integration, and the cognitive layer

area: preprocessDeterministic acquisition, parsing, cleaning, and source handlingDeterministic acquisition, parsing, cleaning, and source handling

type: featureAdds a new capability or observable behaviorAdds a new capability or observable behavior

Status: Open.

#95 In LLMQuant/quant-mind;

· keli-wen opened on Jul 10, 2026

paper_flow() fails on its own README example: dict-typed nodes field breaks strict structured output, UUID id fields reject the model's natural output

area: flowsPublic operation implementations under quantmind/flows/Public operation implementations under quantmind/flows/

stale

type: bugExisting behavior violates its contract or documented expectationExisting behavior violates its contract or documented expectation

Status: Open.

#91 In LLMQuant/quant-mind;

· isorobo opened on Jul 10, 2026

Tracking: Migrate Agent layer to OpenAI Agents SDK

area: flowsPublic operation implementations under quantmind/flows/Public operation implementations under quantmind/flows/

area: mindMemory, tools, MCP integration, and the cognitive layerMemory, tools, MCP integration, and the cognitive layer

type: refactorReorganizes implementation without intended behavior changeReorganizes implementation without intended behavior change

Status: Open.

#71 In LLMQuant/quant-mind;

· keli-wen opened on Apr 25, 2026

feat: Where is adaptive summarization part?

area: flowsPublic operation implementations under quantmind/flows/Public operation implementations under quantmind/flows/

stale

type: featureAdds a new capability or observable behaviorAdds a new capability or observable behavior

Status: Open.

#69 In LLMQuant/quant-mind;

· Yvette-0508 opened on Dec 6, 2025

[Feature] flow: Agentic LLMFlow Middleware for Dynamic Tool-Driven Reasoning

area: flowsPublic operation implementations under quantmind/flows/Public operation implementations under quantmind/flows/

stale

type: featureAdds a new capability or observable behaviorAdds a new capability or observable behavior

Status: Open.

Feature

#63 In LLMQuant/quant-mind;

· keli-wen opened on Sep 15, 2025

[Example] flow: quant-wiki flow impl (knowledge graph)

area: examplesExamples are the primary deliverableExamples are the primary deliverable

area: flowsPublic operation implementations under quantmind/flows/Public operation implementations under quantmind/flows/

stale

type: featureAdds a new capability or observable behaviorAdds a new capability or observable behavior

Status: Open.

Feature

#60 In LLMQuant/quant-mind;

· keli-wen opened on Sep 1, 2025

[Feature] source: Integrated more source.

area: preprocessDeterministic acquisition, parsing, cleaning, and source handlingDeterministic acquisition, parsing, cleaning, and source handling

good first issueGood for newcomersGood for newcomers

help wantedExtra attention is neededExtra attention is needed

impact: live-networkChanges or depends on real public-network behavior or smoke testsChanges or depends on real public-network behavior or smoke tests

type: featureAdds a new capability or observable behaviorAdds a new capability or observable behavior

Status: Open.

Feature

#35 In LLMQuant/quant-mind;

· keli-wen opened on Jul 25, 2025

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QuantMind Aug Sprint