Idea Trace helps you follow the lifecycle of a core proposition from a vague seed to a mature, shaped judgment.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install idea-trace
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install idea-trace using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Idea Trace?
Idea Trace is a sophisticated technical framework designed for Openclaw Skills that shifts the focus from simple idea capture to long-term maturation tracking. Unlike standard note-taking tools, it treats ideas as dynamic entities that are shaped by work, projects, and lived experiences. By utilizing specific reference taxonomies, the skill distinguishes between fleeting thoughts and core propositions worth tracking.
This skill provides the intellectual infrastructure to see how a promising early idea was later shaped into something real. It focuses on identifying turning points, classifying the roles of different contributions, and explaining exactly how an idea changed over time. It is an essential tool for users who need to maintain a coherent intellectual line across scattered events and long-term projects.
Idea Trace Use Cases
- Tracing how a specific stance, method, or judgment became mature through different projects.
- Connecting scattered later events and conversations back to an earlier foundational idea.
- Deciding whether a new concept is a trackable core proposition or just a passing fragment.
- Visualizing how specific contributions corrected, expanded, or reframed a central thesis.
- Surfacing long-term intellectual patterns that have been developing across multiple workstreams.
How Idea Trace Works
- Qualify the object by testing it against the core proposition taxonomy to ensure it warrants long-term tracking.
- Define the proposition spine by capturing the seed form, its current state, and the overall scope.
- Gather candidate contributions from various sources like life, work, and dialogue.
- Classify shaping roles by labeling how each contribution changed the definition, boundary, or priority of the idea.
- Build the evolution chain by organizing the history around turning points rather than raw chronology.
- Produce a structured artifact such as a map, narrative, or dossier based on defined output shapes.
- Mark confidence levels to distinguish between confirmed links and speculative inferences.
Idea Trace Setup
To get started with Idea Trace in your Openclaw Skills environment, ensure your reference files are correctly positioned.
# Initialize the skill within your workspace
openclaw skills:add idea-trace
# Ensure required reference taxonomies are available
# Path: references/taxonomy.md
# Path: references/output-shapes.md
Once installed, you can trigger the skill by asking your agent to analyze the evolution of a specific concept or judgment.
Idea Trace Data Schema & Taxonomy
| Component | Data Type | Description |
|---|---|---|
| Proposition Spine | Object | Contains seed_form, current_form, scope, and significance. |
| Contribution | Array | List of events with specific labels for how they shaped the idea. |
| Evolution Chain | List | A chronological sequence of turning points and effect summaries. |
| Artifact Type | String | The output format (Map, Narrative, Dossier, or Active-Line). |
| Confidence | Enum | Marker for the strength of the connection (High, Medium, Low/Speculative). |
Idea Trace Advanced Features
- Advanced taxonomy-based qualification to filter out noise and fleeting thoughts.
- Support for multiple output shapes including dossier-style deep dives and active-line snapshots.
- Explicit confidence marking to separate evidence-based links from speculative connections.
- Turning-point logic that prioritizes meaningful changes over simple chronological summaries.
- Seamless integration with wider Openclaw Skills ecosystems for cross-project idea tracking.
SKILL.md
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