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reme-memory

Recall past facts, preferences, and decisions from ReMe; inspect memory delivery, service health, and the consolidation schedule; or consolidate memory when requested.

Quality

82%

Does it follow best practices?

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

90%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.

The body is an exceptionally lean, highly actionable reference for ReMe memory tooling, with concrete tool calls, parameters, defaults, and explicit validation checkpoints throughout. Its only weaknesses are prose-embedded sequencing (rather than clearly numbered steps) and a slightly overloaded "Status and recording" section.

DimensionReasoningScore

Conciseness

The body is lean and dense with operational content — tool names, parameters, defaults, and guards (e.g. "The default batch size is five", "Supported cron is `minute hour * * *`; the default is daily 23:00 in `Asia/Shanghai`") — with no padding and no explanation of concepts Claude already knows. It matches anchor 5: every token earns its place, and it is not below it (anchor 4 requires trimmable over-explanation, which is essentially absent).

5 / 5

Actionability

Guidance is fully executable for an MCP-tool skill: exact tool names (`reme_search`, `read`, `daily_list`, `reme_status`, `reme_settings_read`, `auto_memory`, `reme_run_dream`) with concrete parameters (`page=1`, `page_size=20`, inclusive `start_date`/`end_date`), settings field names, a diagnostics path (`${CODEX_HOME:-~/.codex}/reme/hooks.log`), and defaults. Per the rubric's scoring note, an instruction-only skill without code is not penalized when guidance is this actionable; it meets anchor 5's "specific examples cover the common cases".

5 / 5

Workflow Clarity

Multi-step flows are present with explicit validation — the date-bounded review (list → follow `total_pages` → `read` → cite; "If you stop before the last page, say the review is partial") and the write-verification checklist ("look for `memory_saved`, an empty queue, and the fact in a daily note"). However, sequences are embedded in dense prose rather than clearly ordered steps, and the "Status and recording" section mixes several distinct workflows, so it fits anchor 4 (clear sequence, most checkpoints) rather than anchor 5's fully explicit sequencing and checklists.

4 / 5

Progressive Disclosure

No bundle files exist, and the ~60-line body is organized into three clear sections (Recall, Status and recording, Consolidation) with all content inline and essential. Structure is good, but the skill slightly exceeds the under-50-line simple-skill threshold and the "Status and recording" section bundles status, settings, recording, and service setup, which could be split — matching anchor 4's "good structure, minor organization gaps" rather than a fully optimal split.

4 / 5

Total

18

/

20

Passed

Description

66%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.

The description is specific and concrete about what the skill does, with a well-defined ReMe niche and good natural keywords. Its main weakness is the absence of an explicit "Use when..." trigger clause, which caps completeness at 3 and slightly weakens distinctiveness.

Suggestions

Add an explicit trigger clause, e.g. "Use when the user asks to recall or remember past facts, preferences, or decisions, mentions ReMe memory, or asks about memory delivery, service health, or consolidating memory."

Include common user phrasings such as "remember", "long-term memory", or "what do you know about me" alongside "recall" to broaden natural trigger coverage.

Consider mentioning settings troubleshooting and manual memory storage so the description's capability coverage matches the body's full scope.

DimensionReasoningScore

Specificity

The description lists several concrete actions — "Recall past facts, preferences, and decisions from ReMe", "inspect memory delivery, service health, and the consolidation schedule", "or consolidate memory when requested" — but omits capabilities the body covers (settings troubleshooting, manual memory storage), leaving minor gaps in coverage. It sits above anchor 3 (only 1-2 actions) but does not comprehensively cover the skill's full capability set, so it is not a 5.

4 / 5

Completeness

The "what" is clear (recall, inspect delivery/health/schedule, consolidate), but there is no "Use when..." clause or equivalent explicit trigger guidance; "when requested" only weakly implies a trigger for one of the three actions. Per the rubric guideline, a missing explicit trigger clause caps completeness at 3 even though the what-side is strong.

3 / 5

Trigger Term Quality

Good natural keyword coverage: "recall", "past facts, preferences, and decisions", "memory", "service health", "consolidate", "consolidation schedule" — phrases a user would plausibly say. A few common variants are missing ("remember", "long-term memory", "what do you know about me"), which keeps it below the comprehensive synonym/extension coverage of anchor 5 but clearly above anchor 3's partial coverage.

4 / 5

Distinctiveness Conflict Risk

The ReMe-specific framing ("from ReMe", "consolidation schedule") carves out a clear niche with minimal conflict against unrelated skills. However, generic phrases like "recall past facts, preferences, and decisions" could overlap with other memory-related skills absent explicit trigger phrasing, matching anchor 4 (mostly distinct, minor overlap risk) rather than anchor 5's distinct-trigger clarity.

4 / 5

Total

15

/

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

agentscope-ai/ReMe

Path

integrations/codex/plugins/reme/skills/reme-memory/SKILL.md

Reviewed

Table of Contents

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