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synapse

This skill should be used when users want to understand the SYNAPSE context engine, manage domains, configure context rules, or troubleshoot rule injection. Use when asked about SYNAPSE architecture, domain management, star-commands, context brackets, or the 8-layer processing pipeline.

66

Quality

78%

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SecuritybySnyk

Passed

No findings from the security scan

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tessl review fix ./.claude/skills/synapse/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

72%

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

The body is well-structured with strong progressive disclosure and actionable commands, but carries some redundant explanatory padding and lacks sequenced validation checkpoints for its destructive domain-management operations.

Suggestions

Trim non-essential narrative (the CARL replacement and Open Core model notes) and de-duplicate file-purpose listings between Architecture and Key Files.

Add a short sequenced workflow with a validation checkpoint for destructive CRUD operations (e.g. create -> verify manifest -> toggle), so editing/toggling domains has an explicit verify step.

DimensionReasoningScore

Conciseness

Mostly efficient with bullets, tables, and an ASCII diagram, but includes unnecessary narrative Claude would not need (the legacy CARL replacement story, the Open Core model note) and repeats file purposes across Architecture and Key Files.

2 / 3

Actionability

Concrete, copy-paste-ready star-commands (`*synapse status`, `*synapse create`) and clearly described CRUD command tables give specific executable guidance rather than abstract direction.

3 / 3

Workflow Clarity

Quick Start and CRUD sections present flat command lists rather than sequenced multi-step workflows, and destructive operations like `*synapse edit`/`*synapse toggle` lack explicit validation or verification checkpoints.

2 / 3

Progressive Disclosure

A clear overview signals five one-level-deep reference guides (all verified present) plus template assets, with content appropriately split and easy to navigate.

3 / 3

Total

10

/

12

Passed

Description

85%

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

The description clearly states capabilities and explicit use-when triggers with strong distinctiveness. Its main weakness is reliance on domain-internal jargon over natural user phrasing in the trigger terms.

Suggestions

Add natural-language trigger phrasings users would actually say (e.g. "add a context rule", "turn off a domain") alongside the proprietary terms like "star-commands" and "context brackets".

DimensionReasoningScore

Specificity

Lists multiple concrete actions — "understand the SYNAPSE context engine, manage domains, configure context rules, or troubleshoot rule injection" — matching the anchor for several specific concrete actions rather than just naming a domain.

3 / 3

Completeness

Explicitly answers both what (understand/manage/configure/troubleshoot) and when via a clear "Use when asked about..." clause, matching the highest anchor.

3 / 3

Trigger Term Quality

Trigger terms like "star-commands", "context brackets", and "8-layer processing pipeline" are proprietary jargon a user would rarely say naturally; relevant keywords exist but common natural variations are missing.

2 / 3

Distinctiveness Conflict Risk

The SYNAPSE context engine is a clearly distinct niche with proprietary triggers unlikely to overlap with or conflict against other skills.

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
SynkraAI/aiox-core
Reviewed

Table of Contents

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