Knowledge Distiller — AI skill for Claude Code
AI agent skill that distills documents into temporally-aware structured knowledge graphs.
How to install Knowledge Distiller
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open GodModeAI2025/knowledge-distiller and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
What Knowledge Distiller does
AI agent skill that distills documents into temporally-aware structured knowledge graphs. Dual output: .knowledge.md + .knowledge.json
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README
Knowledge Distiller v4.0
Extract knowledge, not text — and keep the evidence attached.
Knowledge Distiller is a local, file-based knowledge-graph toolchain and compiler contract. Its canonical `.knowledge.json` graph separates concepts, claims, relationships, facts, source evidence, time, spatial roles and derivations. Deterministic tools validate, merge and render that graph without requiring a daemon or database and without outbound network access or telemetry. An authenticated loopback API is an optional facade, not a runtime prerequisite.
The repository currently implements bounded source normalization and deterministic post-compilation validation, merge, evaluation, rendering and run receipts. It does **not** contain a Segment-to-Graph semantic compiler: an external agent/compiler must author the evidence-linked graph first. The extractor and post-compilation runner are separate tools; there is no automatic end-to-end handoff and the runner neither invokes a model nor applies a compiler profile.
Spec 1.1 is an additive trust layer: existing Spec 1.0 files remain valid.
Why this version is different
| Weak shortcut | Implemented contract |
|---|---|
| Plausible statement with a source name | Reusable evidence with an exact selector/locator |
| One opaque “quality” number | conformance_score plus scoped golden evaluation; semantic truth is never implied |
| “The AI reasoned that …” | Explicit origin, evidence, short derivation summary and review status; no chain-of-thought storage |
| A place string with unclear meaning | Role-qualified spatial context such as jurisdiction, market or mentioned location |
| Conflicting value overwritten | Both facts retained and linked through an explicit conflict |
| Count-only merge guard | Identity- and payload-aware merge with exact prior archive plus mandatory JSON and Markdown diffs |
| CDN-backed viewer | One dependency-free offline HTML file with an interactive SVG graph |
| IDs interpolated into paths | Pre |
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