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session-brain

Build or refresh a browser-viewable topic graph over Claude session history using local clustering. Use for mapping or clustering sessions, recent or stale topic analysis, or rebuilding/showing the session graph. Unlike wiki-history-ingest, it indexes raw sessions and never writes to the vault.

Quality

92%

Does it follow best practices?

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

93%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

An exemplary lean skill body: executable commands at every step, a helpful sibling-skill routing table, and a Notes section that captures genuinely non-obvious operational facts. The only gap is the absence of an explicit post-naming verification step in the workflow.

DimensionReasoningScore

Conciseness

The ~85-line body is lean and assumes Claude's competence: no basic concepts are explained, and every note carries non-obvious information ("Roughly 40% of a long-lived cache exists only as prompts", "Names are stored in names.json keyed by the cluster's dominant vocabulary, not its id"), fitting the anchor-5 example with no trimmable over-explanation.

5 / 5

Actionability

All three steps give copy-paste-ready commands (`obsidian-wiki sessions-build --json`, `sessions-clusters --unnamed --json`, and a complete `sessions-name --from -` heredoc with a real JSON payload), plus a flags table with concrete when-to-use guidance and the exact fields to report from `clusters.json` — fully executable with common cases covered.

5 / 5

Workflow Clarity

The three steps are clearly sequenced with real checkpoints (report headline numbers after build; "On repeat runs --unnamed is usually empty" as a no-op check; the Notes section gives an explicit error-recovery loop: "If it looks wrong, --full rebuilds from scratch; nothing is lost"). It falls short of anchor 5 only because there is no explicit verification that submitted cluster names were applied; the destructive/batch cap does not bind since the operation writes only derived sidecar data and an explicit recovery loop exists.

4 / 5

Progressive Disclosure

No bundle files exist and none are needed: the body is well-organized into routed sections (skill-selection table, three step sections, Notes), with nothing that belongs in a separate file and easy navigation throughout — fitting the simple-skill exception where a compact, well-sectioned skill with no need for external references scores 5 on organization alone.

5 / 5

Total

19

/

20

Passed

Description

87%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong description that answers both what and when with concrete trigger phrases and explicitly differentiates itself from the neighboring wiki-history-ingest skill. The only weakness is that the cluster-naming capability (the skill's main interactive step) and a few natural trigger synonyms are not surfaced.

DimensionReasoningScore

Specificity

The description lists several concrete actions — "Build or refresh a browser-viewable topic graph", "using local clustering", "indexes raw sessions and never writes to the vault" — but omits the cluster-naming and topic-reporting capabilities, so coverage has minor gaps rather than being comprehensive (anchor 4, not 5).

4 / 5

Completeness

It clearly answers what ("Build or refresh a browser-viewable topic graph over Claude session history using local clustering") and when ("Use for mapping or clustering sessions, recent or stale topic analysis, or rebuilding/showing the session graph") with concrete trigger phrases, exactly matching the anchor-5 pattern.

5 / 5

Trigger Term Quality

"Use for mapping or clustering sessions, recent or stale topic analysis, or rebuilding/showing the session graph" covers natural phrases users would say ("session graph", "clustering sessions", "topic analysis"), but a few common variations such as "topics overview" are absent, matching anchor 4 rather than the synonym-dense anchor 5.

4 / 5

Distinctiveness Conflict Risk

It carves out a clear niche (sidecar graph over raw sessions) and explicitly disambiguates from the nearest sibling: "Unlike wiki-history-ingest, it indexes raw sessions and never writes to the vault" — minimal conflict risk per anchor 5.

5 / 5

Total

18

/

20

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

Ar9av/obsidian-wiki

Path

.skills/session-brain/SKILL.md

Reviewed

Table of Contents

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