init
Initialize a new MemPalace — guided setup for your AI memory palace with ChromaDB backend.
50
54%
Does it follow best practices?
Impact
—
No eval scenarios have been run
Passed
No known issues
Optimize this skill with Tessl
npx tessl skill review --optimize ./.codex-plugin/skills/init/SKILL.mdQuality
Discovery
57%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 identifies a clear, distinctive niche (initializing a MemPalace with ChromaDB) which reduces conflict risk, but it lacks explicit trigger guidance ('Use when...') and could be more specific about what the guided setup actually involves. The trigger terms are somewhat narrow and product-specific, potentially missing how users would naturally request this functionality.
Suggestions
Add an explicit 'Use when...' clause, e.g., 'Use when the user wants to set up, create, or initialize a new memory palace, or mentions MemPalace setup or ChromaDB configuration.'
Include more natural trigger term variations such as 'set up memory', 'create memory palace', 'new palace', 'configure memory storage'.
Expand on what the guided setup entails — e.g., 'Walks through collection naming, embedding configuration, and storage path selection.'
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Names the domain ('MemPalace', 'AI memory palace', 'ChromaDB backend') and the action ('Initialize', 'guided setup'), but doesn't list multiple concrete actions beyond initialization — e.g., what does 'guided setup' entail specifically? | 2 / 3 |
Completeness | The 'what' is partially addressed (initialize/guided setup for a memory palace), but there is no explicit 'Use when...' clause or equivalent trigger guidance telling Claude when to select this skill. | 2 / 3 |
Trigger Term Quality | Includes some relevant terms like 'MemPalace', 'initialize', 'memory palace', 'ChromaDB', but misses natural user phrases like 'set up memory', 'create new palace', 'configure ChromaDB', or 'start memory system'. The term 'MemPalace' is product-specific and may not match how users naturally ask. | 2 / 3 |
Distinctiveness Conflict Risk | The combination of 'MemPalace', 'ChromaDB backend', and 'initialize' creates a very specific niche that is unlikely to conflict with other skills. This is clearly about setting up a particular memory system. | 3 / 3 |
Total | 9 / 12 Passed |
Implementation
52%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This skill is maximally concise but provides almost no actionable content — it fully delegates to an external CLI command without describing the workflow, expected outputs, or error recovery. While brevity is valued, the skill offers Claude essentially no guidance beyond running a single command, making it fragile if the command fails or produces unexpected results.
Suggestions
Add a brief summary of what the `mempalace instructions init` command will guide Claude through (e.g., expected prompts, configuration options, ChromaDB setup) so Claude can act intelligently even if the command output is ambiguous.
Include at least a minimal workflow outline (e.g., 1. Run init command, 2. Provide project name, 3. Confirm ChromaDB connection, 4. Verify setup) with a validation step to confirm successful initialization.
Add error handling guidance — what to do if the command is not found, if ChromaDB is not installed, or if initialization fails.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Extremely lean — just a command and instruction to follow its output. No unnecessary explanation. Every token earns its place. | 3 / 3 |
Actionability | Provides a concrete command to run, but all actual guidance is deferred to the CLI tool's output. Claude has no visibility into what the instructions will contain, so it cannot act autonomously if the command fails or returns unexpected output. | 2 / 3 |
Workflow Clarity | There is no workflow described — no steps, no validation, no error handling. The entire process is opaquely delegated to an external command with 'follow the returned instructions,' giving Claude no fallback or understanding of the sequence. | 1 / 3 |
Progressive Disclosure | The skill is short and well-organized for its size, but there are no bundle files or references to support it. The complete delegation to a CLI tool without any summary of what to expect or links to further documentation is a missed opportunity. | 2 / 3 |
Total | 8 / 12 Passed |
Validation
90%Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.
Validation — 10 / 11 Passed
Validation for skill structure
| Criteria | Description | Result |
|---|---|---|
allowed_tools_field | 'allowed-tools' contains unusual tool name(s) | Warning |
Total | 10 / 11 Passed | |
- Repository
- milla-jovovich/mempalace
- Commit
db1fbe8
- Reviewed
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