CtrlK
BlogDocsLog inGet started
Tessl Logo

reme-memory

Use ReMe as file-native long-term memory in Claude Code. RECALL — search ReMe before answering questions about past conversations, preferences, project history, or decisions.

64

Quality

76%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

View guide

SecuritybySnyk

Passed

No findings from the security scan

Fix and improve this skill with Tessl

tessl review fix ./integrations/claude_code/reme/skills/reme-memory/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

78%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, well-structured instruction skill that gives specific, executable recall guidance with clear mode selection and error handling. Minor gains are available from trimming background and adding one complete worked example.

DimensionReasoningScore

Conciseness

The body is efficient and assumes Claude's competence, but the opening paragraph ('ReMe is the persistent, file-native memory layer...') and the 'Hybrid vector + BM25 with one-hop wikilink expansion' aside are mild over-explanation that could be trimmed.

4 / 5

Actionability

Concrete tool names with specific parameters (query, limit, path, depth, direction, date) and a runnable start command are provided; it stops short of a full end-to-end example combining search → read with realistic arguments and expected output.

4 / 5

Workflow Clarity

The recall flow is clearly sequenced (pick one of three modes → call → read by path → cite → handle empty), with error recovery ('if tools missing, tell the user the command') and a 'say so if nothing useful' checkpoint, but lacks an explicit validate/feedback loop for the read step.

4 / 5

Progressive Disclosure

This is a single-purpose, under-50-line skill with no need for external bundle files; its sections (Recall, Server status, Workspace model) are clear and well-organized, satisfying the simple-skill exception.

5 / 5

Total

17

/

20

Passed

Description

73%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 concise, well-targeted description that clearly states when to invoke the skill and ties it to a distinct tool. Its main weakness is that it names only a single concrete capability (search/recall) rather than enumerating several.

Suggestions

Add one or two more concrete capabilities to the 'what' clause (e.g., 'search, traverse, and read long-term memory') to lift specificity.

Include a couple of natural synonyms users might say, such as 'remember' or 'recall what we discussed', to broaden trigger coverage.

DimensionReasoningScore

Specificity

The description names the domain ('Use ReMe as file-native long-term memory') and one concrete action ('search ReMe'), but does not enumerate several specific capabilities, matching the anchor for '1-2 concrete actions, but not comprehensive'.

3 / 5

Completeness

Both 'what' ('Use ReMe as file-native long-term memory... search ReMe') and a very explicit 'when' ('before answering questions about...') are present; the 'what' is terse rather than fully enumerating capabilities, keeping it just below the top anchor.

4 / 5

Trigger Term Quality

It surfaces natural phrases users would say — 'past conversations, preferences, project history, or decisions' — giving good keyword coverage, though a few common synonyms (e.g., 'remember', 'recall what we discussed') are absent.

4 / 5

Distinctiveness Conflict Risk

The named tool 'ReMe' plus the specific recall trigger set carves a clear niche with minimal overlap risk against other skills.

5 / 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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
agentscope-ai/ReMe
Reviewed

Table of Contents

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.