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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.

70

Quality

86%

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SKILL.md
Quality
Evals
Security

Quality

Content

93%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.

An efficiently written, highly actionable skill body with concrete memory-search calls and a clear compact workflow. The only minor gap is the absence of an explicit error-recovery loop, which is largely unnecessary for a read-only operation.

DimensionReasoningScore

Conciseness

The body is lean and efficient: a compact query-angle table, a tight output template, and no padding or explanation of concepts Claude already knows, matching the 'every token earns its place' anchor.

5 / 5

Actionability

Provides concrete, copy-paste-ready guidance: real search_memores calls with actual JSON filter objects, an explicit dedup step, a max-10 cap, and a literal output block format covering the common cases.

5 / 5

Workflow Clarity

Steps 1-5 are clearly sequenced with an explicit edge-case branch ('If zero results: output nothing'), but there is no error-recovery feedback loop; since the operation is read-only this is acceptable, placing it at 'clear sequence with most checkpoints present' rather than the feedback-loop 5.

4 / 5

Progressive Disclosure

A single-purpose skill under 50 lines with no bundle files present and well-organized sections (When to use, Steps, Constraints, Output formatting), which per the simple-skills note merits a 5.

5 / 5

Total

19

/

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.

A well-formed, third-person description that clearly states both capability and trigger conditions with concrete, natural phrasing. Its main limitation is moderate action specificity rather than an enumerated list of operations.

DimensionReasoningScore

Specificity

Names the domain ('relevant memories') and two concrete actions ('Searches and injects ... into context'), but stops short of enumerating multiple specific operations, matching the 'Names domain and 1-2 concrete actions' anchor.

3 / 5

Completeness

Explicitly answers both what ('Searches and injects relevant memories into context') and when ('Use when beginning a new task, switching context, or when project history, past decisions, or coding conventions need to be loaded') with concrete trigger phrases, matching the top anchor.

5 / 5

Trigger Term Quality

Natural trigger phrases like 'beginning a new task', 'switching context', and 'project history, past decisions, or coding conventions' give good coverage a user would actually say, with only a few synonyms missing — not quite the comprehensive synonym/extension coverage of a 5.

4 / 5

Distinctiveness Conflict Risk

The memory/context-loading niche is mostly distinct with specific triggers, but the broad 'beginning a new task' phrasing could lightly overlap with other context-priming skills, so it sits just below the minimal-conflict 5.

4 / 5

Total

16

/

20

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
mem0ai/mem0
Reviewed

Table of Contents

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