Agent skill

Macrodata Memory Maintenance

by ascorbic in ascorbic/macrodata

End of day memory maintenance. An agent skill from ascorbic/macrodata.

No licenceAuto-check passed

Install Macrodata Memory Maintenance

skills CLI
$ npx skills add ascorbic/macrodata --skill macrodata-memory-maintenance -a claude-code

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

GitHub CLI
$ gh skill install ascorbic/macrodata macrodata-memory-maintenance --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/ascorbic/macrodata.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/macrodata/opencode/skills/macrodata-memory-maintenance .claude/skills/macrodata-memory-maintenance && 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
macrodata-memory-maintenance
GitHub stars
120
Token cost
~641 tokens
SKILL.md length
280 words
Files
1
Skills in repo
8
Repo updated
First seen
Licence
None found

At a glance

End of day memory maintenance. An agent skill from ascorbic/macrodata.

  • Works in 7 steps: Run Distillation → Review Distilled Content → State File Updates → …
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Macrodata Memory Maintenance is an agent skill from ascorbic/macrodata. End of day memory maintenance. Runs distillation, updates state files, prunes stale info. Runs in background with no user interaction.

Its SKILL.md is about 640 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: Give Claude Code and OpenCode persistent, self-refining memory and autonomous scheduling.

Example prompts

  • “/macrodata-memory-maintenance”

Workflow steps

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

  1. Run Distillation
  2. Review Distilled Content
  3. State File Updates
  4. Entity Updates
  5. Prune Stale Info
  6. Index Maintenance
  7. Journal Summary

What it can do on your machine

Read from SKILL.md and the folder at commit f07def3. 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.

    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

Macrodata Memory Maintenance loads about 641 tokens when it runs. Until then it costs about 41 tokens; SKILL.md has 280 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~41
When it runs · the whole SKILL.md, loaded when a task matches
~641

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 280 words (~641 tokens).

“Scheduled maintenance to keep memory current and useful. Runs automatically at end of day.”

— opening of SKILL.md by ascorbic
name
macrodata-memory-maintenance

Read the full SKILL.md on GitHub

Files

Just SKILL.md in plugins/macrodata/opencode/skills/macrodata-memory-maintenance of ascorbic/macrodata.

Open the folder on GitHubat commit f07def3

Compare with similar skills

Macrodata Memory Maintenance 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.

Macrodata Memory Maintenance compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Macrodata Memory Maintenance this skillascorbic/macrodata120—~641Automated safety check: PassNone
UI Updatesickn33/agentic-awesome-skills47k1 repos~1.4kAutomated safety check: PassMIT
Paperclip Distillpaperclipai/paperclip98k—~2.8kAutomated safety check: PassMIT
Doc Maintenancepaperclipai/paperclip98k—~1.1kAutomated safety check: PassMIT
Update Specificationgithub/awesome-copilot40k2 repos~1.4kAutomated safety check: PassMIT
UpdateQ00/ouroboros6.2k—~1.1kAutomated safety check: PassMIT

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Questions about Macrodata Memory Maintenance

What does Macrodata Memory Maintenance do?

End of day memory maintenance. An agent skill from ascorbic/macrodata. Macrodata Memory Maintenance is an agent skill from ascorbic/macrodata. End of day memory maintenance.

How do I install Macrodata Memory Maintenance in Claude Code?

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

How do I install Macrodata Memory Maintenance in Codex?

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

Can I use Macrodata Memory Maintenance 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 ascorbic/macrodata --skill macrodata-memory-maintenance -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/macrodata-memory-maintenance, .gemini/skills/macrodata-memory-maintenance, .github/skills/macrodata-memory-maintenance and .opencode/skills/macrodata-memory-maintenance in your project.

What does Macrodata Memory Maintenance need to run?

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

Does Macrodata Memory Maintenance 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 Macrodata Memory Maintenance 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 Macrodata Memory Maintenance use?

No licence was found for Macrodata Memory Maintenance or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Macrodata Memory Maintenance use?

About 641 tokens (SKILL.md is roughly 2.6k 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 Macrodata Memory Maintenance?

Skills that share tags, products or a category with Macrodata Memory Maintenance: UI Update (sickn33/agentic-awesome-skills, 47k stars), Paperclip Distill (paperclipai/paperclip, 98k stars), Doc Maintenance (paperclipai/paperclip, 98k stars) and Update Specification (github/awesome-copilot, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Macrodata Memory Maintenance?

ascorbic (a GitHub user) maintains it in ascorbic/macrodata, which has 120 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on October 6, 2026.

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