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Browses all stored memories grouped by category with full content display. Use when reviewing all project memories, exploring stored knowledge, onboarding to a project, or getting an overview of captured decisions, conventions, and learnings.

74

Quality

91%

Does it follow best practices?

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SecuritybySnyk

High

Do not use without reviewing

SKILL.md
Quality
Evals
Security

Quality

Content

92%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.

A highly actionable, well-sequenced skill body with executable API details and clear mode branching. The main gap is progressive disclosure: everything lives inline in one file with no external references despite being over 50 lines.

Suggestions

Move the platform-category → display-name mapping table and the cross-project display format into a references file (e.g. references/grouping.md) and link to it from the main flow to improve progressive disclosure.

Factor the repeated filters block (e.g. the user_id/app_id AND filter) into a named shorthand once, then reference it in each call to reduce repetition while keeping calls concrete.

Add a one-line validation/verification checkpoint before display (e.g. confirm get_memories returned before running supplementary searches) to make the read flow more robust against partial failures.

DimensionReasoningScore

Conciseness

Lean and efficient with no conceptual padding (it assumes Claude knows mem0 and memories); the repeated filter blocks are executable specificity, not verbosity, and every section earns its place; clearly above the 2-anchor which flags unnecessary explanation.

3 / 3

Actionability

Provides fully executable API calls with exact parameters (filters, page_size, top_k, rerank), concrete display templates, and a precise grouping table — copy-paste ready, matching the 3-anchor.

3 / 3

Workflow Clarity

Steps 1–6 are explicitly numbered with clear branching across the three modes (cross-project, peek, full tour) and an explicit empty state; this is a read-only browsing skill so the destructive/batch validation cap does not apply, placing it above the 2-anchor.

3 / 3

Progressive Disclosure

Well-organized with clear section headers but monolithic in a single ~118-line file with no bundle files; the category mapping table and cross-project details could plausibly be split into a reference, so it sits at the 2-anchor rather than the one-level-deep 3-anchor.

2 / 3

Total

11

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12

Passed

Description

90%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.

A strong, third-person description that clearly states what the skill does and when to use it, with natural trigger phrases. Its only weakness is specificity: it names one composite action rather than enumerating multiple distinct capabilities.

DimensionReasoningScore

Specificity

Names the domain and a core action ("Browses all stored memories grouped by category with full content display") but describes essentially one action with modifiers rather than multiple distinct concrete actions as the 3-anchor requires; not the 1-anchor because the action is concrete, not vague.

2 / 3

Completeness

Explicitly answers both what ("Browses all stored memories grouped by category with full content display") and when via a clear "Use when..." trigger clause; matches the 3-anchor which requires both.

3 / 3

Trigger Term Quality

Phrases like "reviewing all project memories", "exploring stored knowledge", "onboarding to a project", and "overview of captured decisions, conventions, and learnings" are natural terms users would say; good coverage, clearly above the partial-keyword 2-anchor.

3 / 3

Distinctiveness Conflict Risk

The niche of reviewing/grouping stored project memories with a tour-style overview is distinct and unlikely to trigger for unrelated skills; better than the 2-anchor which still risks overlap with similar skills.

3 / 3

Total

11

/

12

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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