Agent skill

Second Brain Ingest

by PieroSierra in PieroSierra/SecondBrain

Read new or changed files in raw/, synthesise content into wiki/ topic articles, rebuild INDEX.md, and update the ingest manifest.

No licenceAuto-check passedKnowledge Management

Install Second Brain Ingest

skills CLI
$ npx skills add PieroSierra/SecondBrain --skill second-brain-ingest -a claude-code

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

GitHub CLI
$ gh skill install PieroSierra/SecondBrain second-brain-ingest --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/PieroSierra/SecondBrain.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/second-brain-ingest .claude/skills/second-brain-ingest && 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
second-brain-ingest
GitHub stars
153
Token cost
~3.8k tokens
SKILL.md length
1,897 words
Files
1
Skills in repo
15
Repo updated
First seen
Licence
None found

At a glance

Read new or changed files in raw/, synthesise content into wiki/ topic articles, rebuild INDEX.md, and update the ingest manifest.

  • Works in 6 steps: Read context and obtain the… → Build the processing queue from the plan → Process each file in the queue → …
  • Tasks that involve Second brain
  • SKILL.md covers Preconditions, Manifest Format, Wiki Article Format and Execution Steps, plus 2 more sections
  • Calls python3

What it does

Second Brain Ingest is an agent skill from PieroSierra/SecondBrain. Read new or changed files in raw/, synthesise content into wiki/ topic articles, rebuild INDEX.md, and update the ingest manifest.

Its SKILL.md is about 3.8k 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 Knowledge Management, covering Second brain. The repository describes itself as: A personal knowledge base that lives in this folder. Drop content in, have it organized automatically, ask questions, and get sourced answers — either through Claude Code slash…

When your agent uses it

  • Tasks that involve Second brain

Example prompts

  • “/second-brain-ingest”

Requirements

  • Python 3

Workflow steps

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

  1. Read context and obtain the deterministic scan plan
  2. Build the processing queue from the plan
  3. Process each file in the queue
  4. Rebuild INDEX.md
  5. Confirm completion and finalize state
  6. Report

What it can do on your machine

Read from SKILL.md and the folder at commit cdcf96f. 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

    Shell commands in SKILL.md call:

    • python3

    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

Second Brain Ingest loads about 3.8k tokens when it runs. Until then it costs about 38 tokens; SKILL.md has 1,897 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~38
When it runs · the whole SKILL.md, loaded when a task matches
~3.8k

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 1,897 words (~3,795 tokens).

“Read new or changed files in raw/, synthesise their content into wiki/ topic articles, rebuild wiki/INDEX.md, and update the ingest manifest. This is the core pipeline of the knowledge base.”

— opening of SKILL.md by PieroSierra
name
second-brain-ingest
user-invocable
true

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .claude/skills/second-brain-ingest of PieroSierra/SecondBrain.

Open the folder on GitHubat commit cdcf96f

Compare with similar skills

Second Brain Ingest 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.

Second Brain Ingest compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Second Brain Ingest this skillPieroSierra/SecondBrain153—~3.8kAutomated safety check: PassNone
Obsidian Canvas BoardsAgriciDaniel/claude-obsidian15k—~1.4kAutomated safety check: PassMIT
3D Brainnateherkai/AIS-OS1.6k—~2.1kAutomated safety check: PassCustom licence
Icm ArchitectRinDig/icm-architect1.8k—~3.2kAutomated safety check: PassMIT
Second BrainNicholasSpisak/second-brain737—~1.5kAutomated safety check: NotesNone
Cascading Goal Trackerballred/obsidian-claude-pkm1.9k—~1.5kAutomated safety check: PassMIT

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More from PieroSierra/SecondBrain

All 15 skills in this repo
  • Second Brain Delint

    PieroSierra/SecondBrain

    Work through open findings in the latest lint report one at a time — propose a fix, apply on approval, skip on rejection.

    153 GitHub stars~1k tokensUpdated 4 days ago
    Auto-check passed
  • Second Brain Describe Images

    PieroSierra/SecondBrain

    Describe one or more images pasted with a note and return the descriptions as JSON.

    153 GitHub stars~673 tokensUpdated 4 days ago
    Auto-check passed
  • Second Brain Edit Wiki

    PieroSierra/SecondBrain

    Apply targeted edits to one or more wiki articles from a natural-language instruction, preserving structural invariants.

    153 GitHub stars~827 tokensUpdated 4 days ago
    Auto-check passed
  • Second Brain Follow Up

    PieroSierra/SecondBrain

    Continue an existing conversation thread by re-reading the wiki and appending a follow-up answer to the thread file.

    153 GitHub stars~2.1k tokensUpdated 4 days ago
    Auto-check passed
  • Second Brain Import Craft

    PieroSierra/SecondBrain

    Import a specific document from your configured Craft space into raw/craft/.

    153 GitHub stars~1.7k tokensUpdated 4 days ago
    Auto-check passed
  • Second Brain Import File

    PieroSierra/SecondBrain

    Import a file of any supported type (PDF, image, .txt/.md) into the vault's raw/ directory, ready for ingestion.

    153 GitHub stars~2.7k tokensUpdated 4 days ago
    Auto-check passed

Questions about Second Brain Ingest

What does Second Brain Ingest do?

Read new or changed files in raw/, synthesise content into wiki/ topic articles, rebuild INDEX.md, and update the ingest manifest. Second Brain Ingest is an agent skill from PieroSierra/SecondBrain.md, and update the ingest manifest.

When should I use Second Brain Ingest?

Second Brain Ingest fits situations like: tasks that involve Second brain.

How do I install Second Brain Ingest in Claude Code?

Run `npx skills add PieroSierra/SecondBrain --skill second-brain-ingest -a claude-code`. Or copy the skill folder (.claude/skills/second-brain-ingest in PieroSierra/SecondBrain) into .claude/skills/second-brain-ingest in your project. Claude Code loads it when a task matches its description.

How do I install Second Brain Ingest in Codex?

Run `npx skills add PieroSierra/SecondBrain --skill second-brain-ingest -a codex`. Or copy the skill folder (.claude/skills/second-brain-ingest in PieroSierra/SecondBrain) into .agents/skills/second-brain-ingest in your project. Codex loads it when a task matches its description.

Can I use Second Brain Ingest 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 PieroSierra/SecondBrain --skill second-brain-ingest -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/second-brain-ingest, .gemini/skills/second-brain-ingest, .github/skills/second-brain-ingest and .opencode/skills/second-brain-ingest in your project.

What does Second Brain Ingest need to run?

Going by SKILL.md and its folder, Second Brain Ingest needs the command-line tools its instructions call (python3). Our summary lists: Python 3.

Does Second Brain Ingest 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 Second Brain Ingest 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 Second Brain Ingest use?

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

How many tokens does Second Brain Ingest use?

About 3.8k tokens (SKILL.md is roughly 15k 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 Second Brain Ingest?

Skills that share tags, products or a category with Second Brain Ingest: Obsidian Canvas Boards (AgriciDaniel/claude-obsidian, 15k stars), 3D Brain (nateherkai/AIS-OS, 1.6k stars), Icm Architect (RinDig/icm-architect, 1.8k stars) and Second Brain (NicholasSpisak/second-brain, 737 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Second Brain Ingest?

PieroSierra (a GitHub user) maintains it in PieroSierra/SecondBrain, which has 153 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on October 5, 2026.

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