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mem0-search

Searches memories and displays compact one-liner results, or looks up a specific memory by ID. Use for quick memory lookups, checking if a decision was recorded, resolving [mem0:id] citations, or browsing memories without full category detail.

76

Quality

95%

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SKILL.md
Quality
Evals
Security

Quality

Content

92%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 correct edge-case handling and zero wasted tokens. Its only defects are a self-contradiction between the Step 3 markdown-header example and the no-markdown output rule, and undefined placeholders for the required user_id/app_id filter values.

Suggestions

Make the Step 3 display template comply with the no-markdown rule: replace the '## mem0 search: "<query>" (<N> results)' header line with a plain-text equivalent so the example doesn't contradict the Output formatting section.

Define where the user_id and app_id filter values come from (e.g., project context or a stated convention) so the search_memories call is fully executable without guessing.

DimensionReasoningScore

Conciseness

Lean and efficient: every section carries non-obvious information (exact regexes, exact call parameters, output template, the environment-specific TUI rendering rule). Nothing explains concepts Claude already knows; no padding. The example block is the minimal illustration needed to pin the format.

5 / 5

Actionability

Mostly fully executable: exact regex patterns, a concrete search_memories call with filters and top_k, a precise output format spec, and an example. Two minor gaps keep it below 5: the filter placeholders "<id>" and "<pid>" are never defined (where do user_id/app_id values come from?), and the Step 3 display template opens with a markdown '## mem0 search:' header that contradicts the 'Do NOT use markdown' instruction.

4 / 5

Workflow Clarity

The sequence (parse query → ID lookup with explicit not-found fallthrough → search → display) is unambiguous, with all edge cases handled: no query provided, bare hex/UUID/citation input, ID miss, and zero results. This is a read-only single-purpose skill, so no destructive/batch validation cap applies, and the fallthrough path is a genuine error-recovery loop.

5 / 5

Progressive Disclosure

Under 50 lines, single task, no bundle files and no content that warrants offloading — well-organized into Execution steps and Output formatting sections. Per the simple-skill guideline, this scores 5 with just well-organized sections.

5 / 5

Total

19

/

20

Passed

Description

95%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: third-person, concrete, and explicit about both capabilities and trigger conditions, with natural user-facing trigger phrases and a well-differentiated niche. The only soft spot is slightly narrow action coverage relative to a fully comprehensive listing.

DimensionReasoningScore

Specificity

Names three concrete actions — "Searches memories and displays compact one-liner results", "looks up a specific memory by ID" — with concrete nouns like [mem0:id] citations. Not a 5 because coverage is narrow (no mention of filtering, pagination, or what 'compact' includes), matching 'several specific actions; minor gaps in coverage'.

4 / 5

Completeness

Explicitly answers both: what ("Searches memories and displays compact one-liner results, or looks up a specific memory by ID") and when ("Use for quick memory lookups, checking if a decision was recorded, resolving [mem0:id] citations, or browsing memories"). Matches the anchor-5 example structure of concrete actions followed by concrete trigger phrases.

5 / 5

Trigger Term Quality

The 'Use for' list covers the natural phrases a user would actually say: "quick memory lookups", "checking if a decision was recorded", "resolving [mem0:id] citations", "browsing memories" — covering the search/lookup/browse synonym family comprehensively for this domain. No natural variant is obviously missing.

5 / 5

Distinctiveness Conflict Risk

The mem0-specific citation syntax, the ID-lookup path, and the explicit differentiator "without full category detail" carve a clear niche distinct from sibling memory skills. It would not plausibly trigger for a non-memory task.

5 / 5

Total

19

/

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/opencode-plugin/opencode-skills/mem0-search/SKILL.md

Reviewed

Table of Contents

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