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gdref-agent-retrieval-workflow

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更新时间2026年2月22日 21:02

Operational workflow for deterministic, low-token retrieval of Godot skills and documentation using the gdref index tool.

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在 Manus 中运行

来源

DubDev720

DubDev720/gdref

打开 GitHub 仓库查看创作者相关仓库

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在 Manus 中运行

GDRef Agent Retrieval Workflow

Use When

Agents need reliable skill/doc retrieval without broad keyword scanning.
Context token budgets are tight and path-only answers are preferred.
Symbol-level lookup is needed for class/method APIs.

Outcomes

Retrieval is index-based and deterministic.
Skill/doc lookup returns direct paths with low output noise.
Cross-reference from docs to skills is fast and consistent.

Required Rules

Build/refresh gdref index before major retrieval sessions.
Prefer bridge and doc class/method commands over text searches.
Use --agent output mode for compact machine-readable responses.
Keep lexicon concept map updated when new Godot skills are added.

Workflow

Run ./gdref index build then ./gdref validate.
Resolve symbols with doc class / doc method for exact API targets.
Resolve coverage with bridge class / bridge doc / bridge skill.
Use find for concept retrieval when exact symbol is unknown.
Feed returned paths directly into downstream agent reasoning.

Validation

doc class EditorUndoRedoManager resolves a single class file path.
bridge class EditorUndoRedoManager returns relevant skill paths.
--agent find "multiplayer intent replication" returns compact JSON with non-empty skills and docs.

Failure Modes

Index is stale and returns missing/outdated paths.
Keyword-only retrieval bypasses bridge resolution and increases false matches.
Lexicon is not maintained as skills evolve, reducing recall.

Local Doc Anchors

godot-docs/tutorials/editor/command_line_tutorial.rst
godot-docs/about/docs_changelog.rst

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GDRef Agent Retrieval Workflow

Use When

Agents need reliable skill/doc retrieval without broad keyword scanning.

Context token budgets are tight and path-only answers are preferred.

Symbol-level lookup is needed for class/method APIs.

Outcomes

Retrieval is index-based and deterministic.

Skill/doc lookup returns direct paths with low output noise.

Cross-reference from docs to skills is fast and consistent.

Required Rules

Build/refresh gdref index before major retrieval sessions.

Prefer bridge and doc class/method commands over text searches.

Use --agent output mode for compact machine-readable responses.

Keep lexicon concept map updated when new Godot skills are added.

Workflow

Run ./gdref index build then ./gdref validate.

Resolve symbols with doc class / doc method for exact API targets.

Resolve coverage with bridge class / bridge doc / bridge skill.

Use find for concept retrieval when exact symbol is unknown.

Feed returned paths directly into downstream agent reasoning.

Validation

doc class EditorUndoRedoManager resolves a single class file path.

bridge class EditorUndoRedoManager returns relevant skill paths.

--agent find "multiplayer intent replication" returns compact JSON with non-empty skills and docs.

Failure Modes

Index is stale and returns missing/outdated paths.

Keyword-only retrieval bypasses bridge resolution and increases false matches.

Lexicon is not maintained as skills evolve, reducing recall.

Local Doc Anchors

godot-docs/tutorials/editor/command_line_tutorial.rst

godot-docs/about/docs_changelog.rst

name	gdref-agent-retrieval-workflow
description	Operational workflow for deterministic, low-token retrieval of Godot skills and documentation using the gdref index tool.
tier	operational
godot_version	4.6+
doc_anchors	["godot-docs/tutorials/editor/command_line_tutorial.rst","godot-docs/about/docs_changelog.rst"]
tags	["workflow","retrieval","tooling"]
depends_on	["godot-skills/godot-operational/documentation-version-governance-workflow/SKILL.md","godot-skills/godot-operational/developer-skills-reflection-router/SKILL.md"]

name	gdref-agent-retrieval-workflow
description	Operational workflow for deterministic, low-token retrieval of Godot skills and documentation using the gdref index tool.
tier	operational
godot_version	4.6+
doc_anchors	["godot-docs/tutorials/editor/command_line_tutorial.rst","godot-docs/about/docs_changelog.rst"]
tags	["workflow","retrieval","tooling"]
depends_on	["godot-skills/godot-operational/documentation-version-governance-workflow/SKILL.md","godot-skills/godot-operational/developer-skills-reflection-router/SKILL.md"]