Agent skill

Memory Health

by kbanc85 in kbanc85/claudia

Check memory system health and data quality. An agent skill from kbanc85/claudia.

Custom licenceAuto-check passedData & Analytics

Install Memory Health

skills CLI
$ npx skills add kbanc85/claudia --skill memory-health -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install kbanc85/claudia memory-health --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/kbanc85/claudia.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/claudia/skills/memory-health .claude/skills/memory-health && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
memory-health
GitHub stars
296
Token cost
~1.6k tokens
SKILL.md length
499 words
Files
1
Skills in repo
37
Repo updated
First seen
Licence
Custom licence

At a glance

Check memory system health and data quality. An agent skill from kbanc85/claudia.

  • Works in 3 steps: Gather Statistics → Calculate Health Indicators → Present Dashboard
  • User asks hows my memory?
  • SKILL.md covers Triggers, Schema Reference, Workflow and Quick Stats Mode, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Memory Health is an agent skill from kbanc85/claudia. Check memory system health and data quality. Use when user asks "how's my memory?", "system health", "memory stats", "data quality", "how's my brain?", or for periodic self-diagnostics. See also: memory-audit for content-level provenance; diagnose for daemon connectivity issues.

Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Data & Analytics, covering Data cleaning. The repository describes itself as: Terminal-based AI chief of staff. Remembers relationships, tracks commitments, helps you think strategically. Runs on Claude Code.

When your agent uses it

  • User asks hows my memory?
  • For periodic self-diagnostics

Example prompts

  • “s my memory?”
  • “system health”
  • “memory stats”
  • “/memory-health”

Workflow steps

3 steps, taken from the step headings in SKILL.md.

  1. Gather Statistics
  2. Calculate Health Indicators
  3. Present Dashboard

What it can do on your machine

Read from SKILL.md and the folder at commit eb63cec. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Memory Health loads about 1.6k tokens when it runs. Until then it costs about 74 tokens; SKILL.md has 499 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~74
When it runs · the whole SKILL.md, loaded when a task matches
~1.6k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 499 words (~1,570 tokens).

“Provide a dashboard view of the memory system's health, including entity counts, memory statistics, data quality indicators, and recommendations.”

— opening of SKILL.md by kbanc85, Custom licence
name
memory-health
effort-level
medium

Read the full SKILL.md on GitHub

Files

Just SKILL.md in plugins/claudia/skills/memory-health of kbanc85/claudia.

Open the folder on GitHubat commit eb63cec

Compare with similar skills

Memory Health next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Memory Health compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Memory Health this skillkbanc85/claudia296—~1.6kAutomated safety check: PassCustom licence
Question2reportrefraction-ray/xalpha2.7k—~3.2kAutomated safety check: PassMIT
Dingo VerifyMigoXLab/dingo757—~741Automated safety check: NotesApache-2.0
Data Validationplatonai/Browser41.2k—~896Automated safety check: PassApache-2.0
Pandas ProJeffallan/claude-skills12k1 repos~1.5kAutomated safety check: PassMIT
Issues DeduplicationJetBrains/ideavim10k—~1.3kAutomated safety check: PassMIT

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Questions about Memory Health

What does Memory Health do?

Check memory system health and data quality. An agent skill from kbanc85/claudia. Memory Health is an agent skill from kbanc85/claudia. Check memory system health and data quality.

When should I use Memory Health?

Memory Health fits situations like: user asks hows my memory?; for periodic self-diagnostics.

How do I install Memory Health in Claude Code?

Run `npx skills add kbanc85/claudia --skill memory-health -a claude-code`. Or copy the skill folder (plugins/claudia/skills/memory-health in kbanc85/claudia) into .claude/skills/memory-health in your project. Claude Code loads it when a task matches its description.

How do I install Memory Health in Codex?

Run `npx skills add kbanc85/claudia --skill memory-health -a codex`. Or copy the skill folder (plugins/claudia/skills/memory-health in kbanc85/claudia) into .agents/skills/memory-health in your project. Codex loads it when a task matches its description.

Can I use Memory Health in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add kbanc85/claudia --skill memory-health -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/memory-health, .gemini/skills/memory-health, .github/skills/memory-health and .opencode/skills/memory-health in your project.

What does Memory Health need to run?

SKILL.md names no scripts, command-line tools or credentials: Memory Health is instructions for the agent only.

Does Memory Health access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Memory Health safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Memory Health use?

Memory Health has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Memory Health use?

About 1.6k tokens (SKILL.md is roughly 6.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Memory Health?

Skills that share tags, products or a category with Memory Health: Question2report (refraction-ray/xalpha, 2.7k stars), Dingo Verify (MigoXLab/dingo, 757 stars), Data Validation (platonai/Browser4, 1.2k stars) and Pandas Pro (Jeffallan/claude-skills, 12k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Memory Health?

kbanc85 (a GitHub user) maintains it in kbanc85/claudia, which has 296 GitHub stars. The repository holds 37 skills in this directory. The repository was last updated on September 4, 2026.

Source: kbanc85/claudia on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.