mempalace

MemPalace — mine projects and conversations into a searchable memory palace. Use when asked about mempalace, memory palace, mining memories, searching memories, or palace setup.

Quality

95%

Does it follow best practices?

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Securityby

Passed

No findings from the security scan

Quality

Content

100%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.

The body is a well-crafted minimal CLI-dispatcher skill: lean, fully executable, with a clear install-then-dispatch workflow and well-organized sections that defer detailed operation instructions to the CLI itself. It fully meets the bar across all content dimensions for a skill of this scope.

Dimension	Reasoning	Score
Conciseness	The body is lean and efficient — a one-line overview, a concise prerequisites check, and a short usage block with no explanation of concepts Claude already knows, so every token earns its place per the score-3 anchor.	3 / 3
Actionability	It provides fully executable commands ('mempalace --version', 'uv tool install mempalace', 'mempalace instructions <command>') plus the concrete command list (help, init, mine, search, status), making the guidance copy-paste ready as the score-3 anchor requires.	3 / 3
Workflow Clarity	The sequence is clear (verify install via version check, install if missing, run the instructions command, then follow the returned steps) with an explicit validation checkpoint; as a simple under-50-line single-action dispatcher the simple-skill exception applies, so it meets the score-3 bar rather than stopping at 2.	3 / 3
Progressive Disclosure	With no bundle files needed and well-organized Prerequisites/Usage sections under 50 lines, the skill qualifies for the score-3 simple-skill exception; detailed per-operation instructions are appropriately deferred to the CLI's own 'mempalace instructions' output rather than inlined.	3 / 3
	Total	12 / 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.

The description is strong, with explicit 'Use when' triggers, good natural-term coverage, and a distinctive niche. Its only weakness is the what-clause, which leads with a single action (mining) and leaves searching implied rather than enumerating the full set of concrete capabilities.

Suggestions

Promote 'search' from an implicit outcome to an explicit capability in the what-clause, e.g. 'mine projects and conversations into a searchable memory palace and search them semantically' to reach full action coverage.

Consider naming the core operations (init, mine, search, status) in the description so the listed capabilities match the commands the skill actually exposes.

Dimension	Reasoning	Score
Specificity	The what-clause 'mine projects and conversations into a searchable memory palace' names the domain and the mining action but relies on a single main verb, so it lists some concrete actions without being comprehensive; it is not the score-3 anchor that enumerates multiple distinct operations, nor the vague score-1 anchor.	2 / 3
Completeness	It explicitly states what the skill does ('mine projects and conversations into a searchable memory palace') and when to use it via an explicit 'Use when asked about ...' clause, clearly answering both what and when like the score-3 anchor.	3 / 3
Trigger Term Quality	The trigger list 'mempalace, memory palace, mining memories, searching memories, or palace setup' gives good coverage of natural phrasings a user would actually say, matching the score-3 anchor for natural-term coverage.	3 / 3
Distinctiveness Conflict Risk	The 'memory palace' niche and branded 'mempalace' triggers are distinctive and unlikely to collide with other skills, matching the score-3 anchor for a clear niche with distinct triggers.	3 / 3
	Total	11 / 12 Passed

Validation

93%

Warnings & errors only

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 15 / 16 Passed

Validation for skill structure

Criteria	Description	Result
allowed_tools_field	'allowed-tools' contains unusual tool name(s)	Warning

	Total	15 / 16 Passed

Repository: milla-jovovich/mempalace
Path: .claude-plugin/skills/mempalace/SKILL.md
Commit: 8ab251c

Reviewed: 6 days ago

Table of Contents

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