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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.

67

Quality

80%

Does it follow best practices?

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SecuritybySnyk

High

Do not use without reviewing

SKILL.md
Quality
Evals
Security

Quality

Content

82%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 highly actionable, well-structured read-only skill that provides concrete API calls and display templates across three modes with good edge-case coverage. The main gaps are repeated filter boilerplate that could be DRYed and the absence of explicit error/feedback handling around the parallel fetch and merge steps.

Suggestions

Factor the repeated filters={"AND":[...]} filter syntax into one shared definition and reference it from each mode to reduce token overhead and drift.

Add a brief error/empty-handling note for the parallel search_memories calls in Steps 1-2 (e.g. what to do if a call fails or returns partial results before merging).

Consider moving the category→display-name mapping table into a references file if more categories accumulate, to keep the main flow lean.

DimensionReasoningScore

Conciseness

Dense and operational with no basic-concept padding; it explains only non-obvious gotchas (e.g. why filtering on metadata.type misses auto-categorized memories), though the filters={"AND":[...]} boilerplate is repeated across the three modes and could be tightened, keeping it just below lean.

4 / 5

Actionability

Fully executable guidance: literal filter JSON, page_size, top_k, rerank params, and copy-paste-ready display templates with filled examples cover cross-project, peek, and full-tour modes, matching the top anchor.

5 / 5

Workflow Clarity

Steps 1-6 are clearly sequenced with explicit edge-case handling (empty state, dedup, skip empty groups, >10 entries truncation with note); the skill is read-only so the destructive-feedback-loop cap does not apply, but there are no explicit validation/feedback loops to reach the top anchor.

4 / 5

Progressive Disclosure

Well-organized into clear sections (Cross-project mode, Peek mode, Execution steps, category mapping table) in a single self-contained file with no bundle files present; at ~120 lines it is over the simple-skill threshold, and the inlined category table and alternate modes are justified but leave minor organization gaps versus a split structure.

4 / 5

Total

17

/

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 strong, third-person description that clearly states both the capability and a rich set of usage triggers, with a well-defined mem0-browsing niche. The main weakness is limited breadth of distinct actions listed and a slight overlap with the onboard skill on one trigger.

DimensionReasoningScore

Specificity

Names the domain and one concrete action ('Browses all stored memories grouped by category with full content display') but does not list several distinct actions, so it matches the '1-2 concrete actions, not comprehensive' anchor rather than the 'several specific actions' level above.

3 / 5

Completeness

Explicitly answers both what ('Browses all stored memories grouped by category with full content display') and when ('Use when reviewing all project memories, exploring stored knowledge, onboarding to a project, or getting an overview…') with concrete trigger phrases, matching the top anchor.

5 / 5

Trigger Term Quality

Good natural-phrase coverage ('reviewing all project memories', 'exploring stored knowledge', 'onboarding to a project', 'overview of captured decisions, conventions, and learnings'); a few common variations a user might say (e.g. 'show me what you remember') are missing, keeping it just below comprehensive.

4 / 5

Distinctiveness Conflict Risk

It occupies a clear niche (browsing stored mem0 memories) with distinct triggers, but the 'onboarding to a project' trigger overlaps with the sibling /mem0:onboard skill referenced in the body, giving minor conflict risk rather than minimal.

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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