context-loader

Searches and injects relevant memories into context before starting work on a task or topic. Use when beginning a new task, switching context, or when past decisions, preferences, or knowledge need to be loaded.

Quality

89%

Does it follow best practices?

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Securityby

Passed

No findings from the security scan

Quality

Content

100%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.

The content is an exemplary concise, fully actionable skill body with a clear sequenced workflow, explicit edge-case handling, and well-organized sections. It adds only what Claude would not already know.

Dimension	Reasoning	Score
Conciseness	The body is lean and efficient with no padding or over-explanation of concepts Claude already knows; every section earns its place, matching the anchor for a lean skill that assumes competence.	5 / 5
Actionability	It gives fully executable guidance: the exact tool "mem0_memory" with action="search", a query-angle table, dedup by memory ID, and a copy-paste-ready output template, covering the common cases.	5 / 5
Workflow Clarity	A clear numbered 5-step sequence with explicit checkpoints (dedup across responses, empty-result handling in step 5) and feedback for the zero-results case; the read-only nature avoids the destructive/batch validation cap.	5 / 5
Progressive Disclosure	Under 50 lines, single-purpose, with well-organized sections (When to use, Steps, Constraints) and no external references needed, qualifying for the simple-skill exception of a top score.	5 / 5
	Total	20 / 20 Passed

Description

78%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.

The description is well-structured, answering both what the skill does and when to use it with natural trigger phrases. It is concise and distinct, with only modest room for more comprehensive action and trigger coverage.

Suggestions

Expand the action list beyond 'searches and injects' (e.g., dedupes, formats a compact context block) to raise specificity.

Add a few more natural synonyms (e.g., 'recall', 'past context', 'load history') to broaden trigger-term coverage.

Dimension	Reasoning	Score
Specificity	"Searches and injects relevant memories into context" names the domain plus two concrete actions, matching the anchor for naming domain and 1-2 concrete actions; it does not list several specific actions so it is not a 4.	3 / 5
Completeness	It explicitly states what it does ("Searches and injects relevant memories") and provides an explicit "Use when" clause with concrete trigger phrases, matching the anchor for clearly answering both what and when.	5 / 5
Trigger Term Quality	"beginning a new task, switching context, or when past decisions, preferences, or knowledge need to be loaded" are natural phrases users say, giving good coverage; a few common synonyms are missing so it is not a 5.	4 / 5
Distinctiveness Conflict Risk	The memory-loading niche with topic/context triggers is mostly distinct with minor overlap risk against general context skills; it lacks the fully clear niche of a 5.	4 / 5
	Total	16 / 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: mem0ai/mem0
Path: integrations/pi-agent-plugin/skills/context-loader/SKILL.md
Commit: 39bc023

Reviewed: 3 days ago

Table of Contents

Discovery Implementation Validation

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