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remember

Stores a memory verbatim from user input with appropriate category classification. Use when the user says remember this, save this, store this, note that, or explicitly asks to record a preference, decision, goal, or lesson.

70

Quality

88%

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SecuritybySnyk

High

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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 lean, highly actionable single-purpose skill: concrete tool invocation, exact output formats, and a dense classification table with a sensible default. The only gap is the absence of any error-handling/validation checkpoint on the store step.

DimensionReasoningScore

Conciseness

The body is ~45 lines with zero padding: a dense signal-to-category table, an exact tool invocation, and an exact confirmation format. Nothing explains concepts Claude already knows, and every token earns its place.

5 / 5

Actionability

Fully executable guidance: the exact fallback question ("What should I remember?"), the exact tool call (mem0_memory with action="add" and content="..."), and a precise confirmation template with an 80-char truncation rule.

5 / 5

Workflow Clarity

Four clearly sequenced steps with a missing-input checkpoint (Step 1) and a default category ("anything else → lessons"). Not anchor 5 because there is no validation of the mem0_memory result or error-recovery guidance before confirming success in Step 4.

4 / 5

Progressive Disclosure

The skill is under 50 lines, single-purpose, needs no external references, and is organized into clean sections (Extract, Classify, Store, Confirm), which per the rubric's simple-skill guidance earns full marks. No bundle files exist to verify.

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 strong description in third-person voice that clearly states what the skill does and when to use it, with concrete user-said trigger phrases. Weaknesses are modest: only 1-2 concrete capabilities are named, and a few common trigger variations are missing.

Suggestions

Add one or two more concrete capabilities to the what-clause (e.g., 'confirms storage back to the user' or 'returns the assigned category') to lift specificity from naming 1-2 actions to listing several.

Include additional natural trigger variations users say, such as "don't forget this", "keep in mind", or "add this to memory", to broaden keyword coverage.

Consider narrowing the storage-related triggers (e.g., "save this to memory" instead of bare "save this") to reduce overlap risk with file-saving or note-taking skills.

DimensionReasoningScore

Specificity

"Stores a memory verbatim from user input with appropriate category classification" names the domain plus 1-2 concrete actions (store, classify), matching the anchor for 1-2 concrete actions without comprehensive coverage. Not a 4, since it stops at two actions rather than listing several specific ones.

3 / 5

Completeness

Explicitly answers both: what ("Stores a memory verbatim from user input with appropriate category classification") and when ("Use when the user says remember this, save this, store this, note that...") with concrete trigger phrases. Not a 4, because the when-clause is already fully explicit and specific, matching the top anchor.

5 / 5

Trigger Term Quality

"remember this, save this, store this, note that, or explicitly asks to record a preference, decision, goal, or lesson" gives good natural keyword coverage. Not a 5 because common variations like "don't forget this", "keep in mind", or the word "memory" itself are missing.

4 / 5

Distinctiveness Conflict Risk

A clear memory-storage niche with largely distinct triggers, but phrases like "save this" and "store this" carry minor overlap risk with file-saving or generic note-taking skills. Not a 5 due to that residual conflict risk; well above the broad-overlap anchors of 2-3.

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.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

mem0ai/mem0

Path

integrations/pi-agent-plugin/skills/remember/SKILL.md

Reviewed

Table of Contents

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