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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.

A tight, highly actionable skill body with concrete filter syntax, an output template, and clear constraints. The only gap is the absence of an explicit validation/feedback checkpoint, which is largely mitigated by the read-only design.

DimensionReasoningScore

Conciseness

The body is lean across "When to use", a compact filter table, and a terse "Constraints" section, with no explanation of concepts Claude already knows; not a 4 because there is no padding worth trimming beyond a single mild intro restatement.

5 / 5

Actionability

Quotes "Run 2-4 parallel `search_memories` calls" with copy-paste-ready filter JSON (e.g. `{"AND": [{"user_id": "<id>"}, {"app_id": "<pid>"}, {"metadata": {"type": "decision"}}]}`) and a concrete output template fully cover the common cases.

5 / 5

Workflow Clarity

The five steps (extract topics → run searches → dedupe → output → handle empty) are clearly sequenced with a zero-results checkpoint; not a 5 because there is no explicit validation/feedback loop, though the read-only nature limits that need.

4 / 5

Progressive Disclosure

At well under 50 lines with no external references needed, the content is organized into clear "When to use", "Steps", and "Constraints" sections, satisfying the simple-skill exception for progressive disclosure.

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 description that clearly states both what the skill does and when to use it, with natural trigger phrases. It is slightly light on action specificity and could add a couple of synonyms to strengthen trigger coverage.

DimensionReasoningScore

Specificity

Quotes "Searches and injects relevant memories into context" name the domain plus two concrete actions (search, inject), matching the 1-2 concrete-actions anchor; not a 4 because no broader set of specific actions is enumerated.

3 / 5

Completeness

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

5 / 5

Trigger Term Quality

Quotes "beginning a new task, switching context, or when project history, past decisions, or coding conventions need to be loaded" give good natural-phrase coverage; not a 5 because common synonyms/extensions a user might say (e.g. "what do we know about X") are absent.

4 / 5

Distinctiveness Conflict Risk

The memory-loading niche ("relevant memories", "context before starting work") is mostly distinct with minor overlap risk against general context/management skills; not a 5 because "new task" / "switching context" triggers are broad enough to occasionally overlap.

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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