mem0-context-loader

Searches and injects relevant memories into context before starting work on a task. Use when beginning a new task, switching context, or when project history, past decisions, or coding conventions need to be loaded.

Quality

83%

Does it follow best practices?

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Securityby

Passed

No findings from the security scan

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.

The body is concise, highly actionable with concrete search filters and an output template, and clearly sequenced for a low-risk read-only operation, all within a well-organized single file.

Dimension	Reasoning	Score
Conciseness	The body is lean with no padding or explanations of concepts Claude already knows; the table and output template are tight and the only prose is the justified OpenCode-rendering note.	3 / 3
Actionability	Concrete `search_memories` calls with real filter JSON, a dedup-by-ID step, a max-10 cap, and a copy-paste-ready output block make the guidance fully executable.	3 / 3
Workflow Clarity	A clear numbered five-step sequence with explicit edge-case handling (zero results -> output nothing) and a read-only constraint; no validation checkpoint is needed for this non-destructive retrieval operation.	3 / 3
Progressive Disclosure	A short, single-file skill with no need for external references, organized into clear sections (When to use, Steps, Constraints, Output formatting), which satisfies the simple-skill allowance.	3 / 3
	Total	12 / 12 Passed

Description

67%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.

The description clearly covers both capability and use-when guidance in concise third person, but its actions are slightly abstract and its triggers lean on scenario phrases rather than natural user keywords.

Suggestions

Add more concrete actions (e.g., "deduplicates and ranks memories by relevance, outputs a compact context block") to lift specificity.

Include natural noun/phrase keywords users would actually say, such as "load project context", "what do we know about", or "recall past decisions".

Tighten the trigger clause so it is less likely to collide with general context or memory skills.

Dimension	Reasoning	Score
Specificity	"Searches and injects relevant memories into context" names two concrete actions, but "memories into context" stays somewhat abstract and is not as comprehensive as the multi-action anchor.	2 / 3
Completeness	Explicitly answers what ("Searches and injects relevant memories into context") and when via a clear "Use when..." clause, matching the both-answered anchor.	3 / 3
Trigger Term Quality	Triggers like "beginning a new task", "switching context", "project history, past decisions, or coding conventions" are relevant but scenario-descriptive rather than the crisp noun keywords users naturally say, and miss common variations.	2 / 3
Distinctiveness Conflict Risk	The memory-injection niche is fairly specific, but generic triggers like "beginning a new task" and "switching context" could overlap with other context-loading skills.	2 / 3
	Total	9 / 12 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: mem0ai/mem0
Path: integrations/mem0-plugin/.opencode-plugin/opencode-skills/mem0-context-loader/SKILL.md
Commit: b357a5a

Reviewed: 7 days ago

Table of Contents

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