Agent skill

Macrodata Dreamtime

by ascorbic in ascorbic/macrodata

Deep nightly reflection. An agent skill from ascorbic/macrodata.

No licenceAuto-check passed

Install Macrodata Dreamtime

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

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

GitHub CLI
$ gh skill install ascorbic/macrodata macrodata-dreamtime --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-dreamtime .claude/skills/macrodata-dreamtime && 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-dreamtime
GitHub stars
120
Token cost
~714 tokens
SKILL.md length
339 words
Files
1
Skills in repo
8
Repo updated
First seen
Licence
None found

At a glance

Deep nightly reflection. An agent skill from ascorbic/macrodata.

  • SKILL.md covers Purpose, Areas to Explore and Output
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Macrodata Dreamtime is an agent skill from ascorbic/macrodata. Deep nightly reflection. Self-improvement, research, pattern recognition. Runs in background with no user interaction.

Its SKILL.md is about 710 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-dreamtime”

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 Dreamtime loads about 714 tokens when it runs. Until then it costs about 35 tokens; SKILL.md has 339 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~35
When it runs · the whole SKILL.md, loaded when a task matches
~714

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 339 words (~714 tokens).

“Dedicated time for deep reflection and self-improvement. Runs automatically late at night when not interrupting work.”

— opening of SKILL.md by ascorbic
name
macrodata-dreamtime

Read the full SKILL.md on GitHub

Files

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

Open the folder on GitHubat commit f07def3

Compare with similar skills

Macrodata Dreamtime 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 Dreamtime compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Macrodata Dreamtime this skillascorbic/macrodata120—~714Automated safety check: PassNone
Pattern Recognition Specialistudecode/plate17k—~1.2kAutomated safety check: PassCustom licence
Golang Patternsaffaan-m/ECC275k—~1.1kAutomated safety check: PassMIT
Kotlin Exposed Patternsaffaan-m/ECC275k4 repos~5.5kAutomated safety check: PassMIT
Dotnet Patternsaffaan-m/ECC275k1 repos~2.3kAutomated safety check: PassMIT
Fastapi Patternsaffaan-m/ECC275k—~2.3kAutomated safety check: PassMIT

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All 8 skills in this repo
  • Macrodata Onboarding

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  • Distill

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  • Dreamtime

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    Deep nightly reflection. An agent skill from ascorbic/macrodata.

    120 GitHub stars~984 tokensUpdated yesterday
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  • Macrodata Distill

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

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Questions about Macrodata Dreamtime

What does Macrodata Dreamtime do?

Deep nightly reflection. An agent skill from ascorbic/macrodata. Macrodata Dreamtime is an agent skill from ascorbic/macrodata. Deep nightly reflection.

How do I install Macrodata Dreamtime in Claude Code?

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

How do I install Macrodata Dreamtime in Codex?

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

Can I use Macrodata Dreamtime 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-dreamtime -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-dreamtime, .gemini/skills/macrodata-dreamtime, .github/skills/macrodata-dreamtime and .opencode/skills/macrodata-dreamtime in your project.

What does Macrodata Dreamtime need to run?

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

Does Macrodata Dreamtime 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 Dreamtime 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 Dreamtime use?

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

How many tokens does Macrodata Dreamtime use?

About 714 tokens (SKILL.md is roughly 2.9k 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 Dreamtime?

Skills that share tags, products or a category with Macrodata Dreamtime: Pattern Recognition Specialist (udecode/plate, 17k stars), Golang Patterns (affaan-m/ECC, 275k stars), Kotlin Exposed Patterns (affaan-m/ECC, 275k stars) and Dotnet Patterns (affaan-m/ECC, 275k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Macrodata Dreamtime?

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.