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GraphFlow

Local-first code knowledge graph, context compression harness, and learning flywheel for coding agents.

UI & ProductivityDeveloper ToolsBrowser & WebSecurity & PolicySkills & WorkflowsRemote Execution
17GitHub Stars1ForksUpdated2026-10-07

Install

$ dsh plugin --profile web add @roarpeng/graphflow

Plugin Overview & Capabilities

AI-assisted organization based on the public repository snapshot. The content must be grounded in source evidence and does not replace compatibility or security verification.

source-grounded
GraphFlow is a local-first memory and context harness designed for coding agents. Packaged as a DeepSeek Harness plugin bundle using cordis.patch.yml, it injects MCP tools, on-demand skills, and session lifecycle hooks into DSH. It builds deterministic AST code graphs across ten languages, performs bounded context compression (L0-L3), and runs an episodic learning flywheel to capture lessons and outcomes across sessions.

Key Capabilities

  • Integrates 10 MCP tools into DeepSeek Harness via cordis.patch.yml and @deepseek-ai/dsh-mcp-client
  • Constructs offline AST-based code graphs using Tree-sitter and TypeScript compiler extraction
  • Compresses code context using layered anchors, PageRank graph ranking, and stem/vector recall
  • Captures session outcomes automatically at agent/disposed lifecycle events to close the learning flywheel
  • Exposes web knowledge node panels in DSH Web via client session controller injection
  • Provides an Agent Thinking Protocol (ATP) planning bridge for agent-delegated task decomposition

Useful For

  • Providing bounded, structured context to DeepSeek Harness coding sessions without token bloat
  • Accumulating persistent cross-session skills and anti-patterns across coding tasks
  • Indexing complex multi-language repositories offline without sending source files to external services

Who It Fits

  • DeepSeek Harness developers working on medium to large codebases
  • Engineers using coding agents who need deterministic code knowledge retrieval and session memory

Documented Limitations

  • Full-fidelity AST parsing for TypeScript/JavaScript requires the optional typescript dependency; falls back to regex extraction when missing
  • VS Code/Cursor native UI panels and webview settings do not render within DSH (DSH exposes standard MCP tools and web knowledge endpoints)
  • Do not execute both global host overlay installation and profile-specific plugin add to avoid duplicate bundle registration

DSH Compatibility

Version-specific runtime evidence collected by DSH Plugin. A missing result means we have not tested that combination yet.

Not tested yetNo runtime compatibility tests have been published yet.

Security Signals

Objective signals discovered from package metadata and source inspection. These are not a guarantee that a plugin is safe.

Dependency Counts

package.json declares 6 runtime, 16 development, 0 peer, and 4 optional dependencies.

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Dsh Bundle Declared

package.json declares DSH bundle metadata.

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License Declared

GitHub reports the repository license as Apache-2.0.

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Package Manifest Available

A root package.json was captured and can be inspected by the registry.

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Postinstall Script Detected

package.json declares a postinstall lifecycle script that may run during relevant package installation workflows.

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Prepare Script Detected

package.json declares a prepare lifecycle script that may run during relevant package installation workflows.

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Source Available

Public GitHub source metadata is available for this registry snapshot.

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Source & Registry Notes

Public provenance, Registry classification, and the latest source check for this entry, kept separate from runtime verification.

Source repository
Roarpeng/GraphFlow
Registry source
GitHub · dsh-plugin topic
Registry classification
Plugin Bundle
Source checked
4ce5ccf · 2026-10-08

This project is independently indexed from public source information. DSH Plugin is not affiliated with DeepSeek or the plugin author. Always check the author repository before installation.

Repository Activity

GitHub stars
17GitHub stars
Forks
1
Open issues
0
Last commit
2026-10-07
Last release
2026-10-02
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