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.

Quality

80%

Does it follow best practices?

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Securityby

Passed

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tessl review fix ./.claude/skills/synapse/SKILL.md

Quality

Content

72%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.

Well-structured overview that delegates detail to verified one-level-deep reference files and gives concrete commands, but it needs validation/verification steps for its destructive CRUD operations and a couple of copy-paste examples to lift actionability.

Suggestions

Add a validation/feedback loop to the domain CRUD workflow (e.g., after `*synapse edit`/`*synapse toggle`, run `*synapse status` or `*synapse debug` to confirm the change took effect) to raise workflow_clarity above 3.

Include one copy-paste-ready manifest KEY=VALUE entry and one minimal domain-file skeleton inline in the Create section so the most common task is fully executable without opening references.

Trim marketing-style phrasing ('full feature parity plus 8 new capabilities including...') to tighten conciseness.

Dimension	Reasoning	Score
Conciseness	Mostly lean bullet/table-based overview that assumes competence, with minor over-explanation such as the 'full feature parity plus 8 new capabilities' marketing phrasing and the detailed inline ASCII architecture diagram.	4 / 5
Actionability	Provides concrete executable commands (`synapse status`, `synapse create`, etc.) and specific file paths, but lacks full copy-paste examples (e.g., a manifest KEY=VALUE snippet or domain file skeleton) for the common creation case.	4 / 5
Workflow Clarity	A rough Quick Start sequence exists but destructive/batch CRUD operations (`synapse edit`, `synapse toggle`, rule removal by index) are listed without any validation or verification checkpoints, capping this dimension at 3 per the rubric.	3 / 5
Progressive Disclosure	Clear overview body with a dedicated References table linking one-level-deep guides (domains.md, commands.md, manifest.md, brackets.md, layers.md) and assets/README.md, all of which are real files; navigation is easy and detail is appropriately offloaded.	5 / 5
	Total	16 / 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, third-person description that clearly states capabilities and provides explicit 'Use when...' trigger guidance tied to a uniquely named system. Minor gains possible from adding a few more synonyms and file/extension-style trigger terms.

Dimension	Reasoning	Score
Specificity	Lists several concrete actions ('understand the SYNAPSE context engine, manage domains, configure context rules, or troubleshoot rule injection') but stops short of fully comprehensive coverage of every capability.	4 / 5
Completeness	Explicitly answers both what ('understand... manage domains, configure context rules, or troubleshoot rule injection') and when ('Use when asked about SYNAPSE architecture, domain management, star-commands...') with concrete trigger phrases.	5 / 5
Trigger Term Quality	Good natural-term coverage including 'SYNAPSE architecture, domain management, star-commands, context brackets, or the 8-layer processing pipeline', though a few common synonyms a user might say are absent.	4 / 5
Distinctiveness Conflict Risk	The named 'SYNAPSE context engine' and its specific feature triggers (star-commands, 8-layer pipeline, context brackets) carve a clear niche with minimal overlap risk against other skills.	5 / 5
	Total	18 / 20 Passed

Validation

100%

Warnings & errors only

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: SynkraAI/aiox-core
Path: .claude/skills/synapse/SKILL.md
Commit: 4ef6530

Reviewed: 24 days ago

Table of Contents

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