Agent skill · Audited from source

second-brain-ingest

skill · nicholasspisak/second-brainLicence not declaredAudited 21 Oct 2026 · source f7a1cdab60be

★ 753pushed 197 days ago
✓SAFEGrade B · 89/100 · 21 Oct 2026 · f7a1cda
753repo stars · whole nicholasspisak/second-brain

Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit f7a1cdab60be and found no filesystem, network or shell access and no hard-coded secrets. What it does: Process raw source documents into wiki pages. Use when the user adds files to raw/ and wants them ingested, says "process this source", "ingest this article", "I added something to raw/", or wants to incorporate new…

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Cite this page

ModelsAtlas. “second-brain-ingest (nicholasspisak/second-brain)”. Retrieved 21 Oct 2026. https://modelsatlas.com/skills/nicholasspisak/second-brain-ingest

Trust audit

Audit 0.4.1 · source read 21 Oct 2026

Trust score89/100✓SAFE B
0 critical0 high0 medium1 low0 info

SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 13,985 of 14,816 audited skills.

What the source does

  • FilesystemNone observedNo reads or writes in the source
  • NetworkNone observedNo outbound calls in the source
  • ShellNone observedNo commands run in the source
  • DependenciesPinnedNothing floats
  • SecretsNone foundNo keys in source

Five audit layers

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityPASS1
L1 Static sourceSecrets, path traversal, supply chain, hidden codeNA0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS0
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: no behavioural pass, no license.

Findings (1)

LOWInventory / provenanceinv.no_license
F-13 Inventory / provenanceCWE-1104Layer L0
Why
no LICENSE file and no repo licence
Fix
add a licence

Audit 0.4.1 · source sha f7a1cdab60be · 21 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

  • Publishernicholasspisak GitHub userOwner of the repository this skill is read from
  • Source foldernicholasspisak/second-brain/skills/second-brain-ingestThe exact folder we audited
  • LicenceNot declaredAs the repository states it
  • Commit pinned for this verdictf7a1cdab60beA new audit runs when the source changes
  • Repository statusNot archivedLast push 197 days ago
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its description: Process raw source documents into wiki pages. Use when the user adds files to raw/ and wants them ingested, says "process this source", "ingest this article", "I added something to raw/", or wants to incorporate new…

---
name: second-brain-ingest
description: >
  Process raw source documents into wiki pages. Use when the user adds
  files to raw/ and wants them ingested, says "process this source",
  "ingest this article", "I added something to raw/", or wants to
  incorporate new material into their knowledge base.
allowed-tools: Bash Read Write Edit Glob Grep
---

# Second Brain — Ingest

Process raw source documents into structured, interlinked wiki pages.

## Identify Sources to Process

Determine which files need ingestion:

1. If the user specifies a file or files, use those
2. If the user says "process new sources" or similar, detect unprocessed files:
   - List all files in `raw/` (excluding `raw/assets/`)
   - Read `wiki/log.md` and extract all previously ingested source filenames from `ingest` entries
   - Any file in `raw/` not listed in the log is unprocessed
3. If no unprocessed files are found, tell the user

## Process Each Source

For each source file, follow this workflow:

### 1. Read the source completely

Read the entire file. If the file contains image references, note them — read the images separately if they contain important information.

### 2. Discuss key takeaways with the user

Before writing anything, share the 3-5 most important takeaways from the source. Ask the user if they want to emphasize any particular aspects or skip any topics. Wait for confirmation before proceeding.

### 3. Create source summary page

Create a new file in `wiki/sources/` named after the source (slugified). Include:

    ---
    tags: [relevant, tags]
    sources: [original-filename.md]
    created: YYYY-MM-DD
    updated: YYYY-MM-DD
    ---

    # Source Title

    **Source:** original-filename.md
    **Date ingested:** YYYY-MM-DD
    **Type:** article | paper | transcript | notes | etc.

    ## Summary

    Structured summary of the source content.

    ## Key Claims

    - Claim 1
    - Claim 2
    - ...

    ## Entities Mentioned

    - [[Entity Name]] — brief context
    - ...

    ## Concepts Covered

    - [[Concept Name]] — brief context
    - ...

### 4. Update entity and concept pages

For each entity (person, organization, product, tool) and concept (idea, framework, theory, pattern) mentioned in the source:

**If a wiki page already exists:**
- Read the existing page
- Add new information from this source
- Add the source to the `sources:` frontmatter list
- Update the `updated:` date
- Note any contradictions with existing content, citing both sources

**If no wiki page exists:**
- Create a new page in the appropriate subdirectory:
  - `wiki/entities/` for people, organizations, products, tools
  - `wiki/concepts/` for ideas, frameworks, theories, patterns
- Include YAML frontmatter with tags, sources, created, and updated fields
- Write a focused summary based on what this source says about the topic

### 5. Add wikilinks

Ensure all related pages link to each other using `[[wikilink]]` syntax. Every mention of an entity or concept that has its own page should be linked.

### 6. Update wiki/index.md

For each new page created, add an entry under the appropriate category header:

    - [[Page Name]] — one-line summary (under 120 characters)

### 7. Update wiki/log.md

Append:

    ## [YYYY-MM-DD] ingest | Source Title
    Processed source-filename.md. Created N new pages, updated M existing pages.
    New entities: [[Entity1]], [[Entity2]]. New concepts: [[Concept1]].

### 8. Report results

Tell the user what was done:
- Pages created (with links)
- Pages updated (with what changed)
- New entities and concepts identified
- Any contradictions found with existing content

## Conventions

- Source summary pages are **factual only**. Save interpretation and synthesis for concept and synthesis pages.
- A single source typically touches **10-15 wiki pages**. This is normal and expected.
- When new information contradicts existing wiki content, **update the wiki page and note the contradiction** with both sources cited.
- **Prefer updating existing pages** over creating new ones. Only create a new page when the topic is distinct enough to warrant its own page.
- Use `[[wikilinks]]` for all internal references. Never use raw file paths.

## What's Next

After ingesting sources, the user can:
- **Ask questions** with `/second-brain-query` to explore what was ingested
- **Ingest more sources** — clip another article and run `/second-brain-ingest` again
- **Health-check** with `/second-brain-lint` after every 10 ingests to catch gaps

Excerpt, first 4,512 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

Install

Pinned to the audited commit f7a1cda

Download folder ↗
git clone https://github.com/nicholasspisak/second-brain
git -C second-brain checkout f7a1cdab60be

The author documents no install command, so this uses the repository directly. Our verdict covers commit f7a1cdab60be only.

Works in

The author has not said which agents this skill supports, and we have not tested it in any.

Audit history

Every audit, every source change

  1. ✓SAFE B 89 / 100

    first audit · source f7a1cdab60be

second-brain-lint✓SAFE

nicholasspisak/second-brain

Health-check the wiki for contradictions, orphan pages, stale claims, and missing cross-references. Use when the user says "audit", "health check", "lint", "find problems", or wants to improve wiki quality.

★ 755Grade B
second-brain-query✓SAFE

nicholasspisak/second-brain

Answer questions against the knowledge base wiki. Use when the user asks a question about their collected knowledge, wants to explore connections between topics, says "what do I know about X", or wants to search their…

★ 755Grade B
second-brain✓SAFE

nicholasspisak/second-brain

Set up a new Obsidian knowledge base with the LLM Wiki pattern. Use when the user wants to create a second brain, initialize a vault, set up a personal knowledge base, or says "onboard". Guides through an interactive…

★ 751Grade B
evergreen-wiki✓SAFE

walkwithedi/evergreen-wiki

Maintains an evergreen knowledge base of Markdown files (Google Drive folder or local/Obsidian vault). Five modes. Intake - the user says "file these", "add to the knowledge base", "intake", or uploads material to be…

★ 1Grade B
Add Domain✓SAFE

agenticnotetaking/arscontexta

Add a new knowledge domain to your existing system. Derives domain-specific configuration through conversation, generates domain folders, templates, and vocabulary while preserving and connecting to your existing…

★ 3.5kGrade B
Architect✓SAFE

agenticnotetaking/arscontexta

Research-backed evolution advice for your knowledge system. Analyzes health reports, friction patterns, and derivation history to propose specific changes with research justification. Never auto-implements — proposals…

★ 3.5kGrade B

Questions about second-brain-ingest

What does the second-brain-ingest skill do?
LLM-maintained personal knowledge base for Obsidian. Based on Andrej Karpathy's LLM Wiki pattern.
Is second-brain-ingest safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can second-brain-ingest access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (f7a1cdab60be), read on 2026-10-21. The repository is watched, and a new audit runs when it changes — this is the first audit.

Sources

Spotted something wrong? Report a correction · Methodology

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