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add-karpathy-llm-wiki

Add a persistent wiki knowledge base to a NanoClaw group. Based on Karpathy's LLM Wiki pattern. Triggers on "add wiki", "wiki", "knowledge base", "llm wiki", "karpathy wiki".

76

Quality

95%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

100%Weight 40%Scale 1-3

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

A well-crafted, lean setup workflow: actionable commands, explicit idempotency and overwrite-safety guards, and a clean step structure with a final verification step. No bundle files are present, and the single external pattern reference is correctly kept one level deep.

DimensionReasoningScore

Conciseness

The body is lean operational instruction with no padding of concepts Claude already knows; even the longer passages (ingest discipline, URL handling) carry specific task weight that earns their tokens.

3 / 3

Actionability

Concrete, copy-paste-ready commands appear throughout (mkdir -p, 'pnpm exec tsx setup/index.ts --step register', 'curl -sLo sources/filename.pdf', the launchctl/systemctl restart block) with specific paths and an AskUserQuestion template.

3 / 3

Workflow Clarity

Steps 1-6 are clearly sequenced with explicit safety checkpoints for destructive operations (skip existing files, ask before overwriting the container skill, replace the CLAUDE.md block in place) and a final verification ('test by sending a source to the wiki group').

3 / 3

Progressive Disclosure

A single well-organized SKILL.md with clear step/section headers and one clearly signaled, one-level-deep reference (${CLAUDE_SKILL_DIR}/llm-wiki.md); no bundle files exist to nest, so the flat structure is appropriate.

3 / 3

Total

12

/

12

Passed

Description

90%Weight 40%Scale 1-3

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 clear, third-person description with explicit trigger guidance and a well-defined niche. Its only weakness is that it names a single action rather than enumerating several concrete capabilities.

Suggestions

Enumerate the concrete operations the skill performs (e.g. 'create wiki/ and sources/ directories, generate a tailored container skill, wire a CLAUDE.md section') so specificity reaches the top anchor.

Consider leading with the capability list before the 'Based on Karpathy's LLM Wiki pattern' framing so the what-do-it-does content is foregrounded.

DimensionReasoningScore

Specificity

The phrase 'Add a persistent wiki knowledge base to a NanoClaw group' names a concrete action and domain, but it is a single action rather than the multiple specific concrete actions the top anchor calls for.

2 / 3

Completeness

It states what the skill does (add a persistent wiki KB to a NanoClaw group) and explicitly when to use it via a 'Triggers on ...' clause, satisfying both what and when.

3 / 3

Trigger Term Quality

'Triggers on "add wiki", "wiki", "knowledge base", "llm wiki", "karpathy wiki"' gives good coverage of natural terms a user would actually say.

3 / 3

Distinctiveness Conflict Risk

The NanoClaw-group + Karpathy LLM Wiki niche and distinctive triggers ('karpathy wiki', 'llm wiki') make it unlikely to fire for an unrelated skill.

3 / 3

Total

11

/

12

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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
nanocoai/nanoclaw
Reviewed

Table of Contents

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