What is brain-ingest?

A command that rescans known folders and refreshes Hamzaish’s brain index in a SQLite FTS5 database. SQLite is a small embedded database, and FTS5 is its full-text search system.

Use it to rebuild the brain index from the known folders.

It updates the search index so recently changed files can be found.

brain-ingest — Command for Claude Code by hamza-ali-shahjahan/hamzaish

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo

git clone --depth 1 https://github.com/hamza-ali-shahjahan/hamzaish

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/commands/hamza-ali-shahjahan/hamzaish/brain-ingest/github.svg)](https://agentmods.dev/commands/hamza-ali-shahjahan/hamzaish/brain-ingest)

Your own site

<a href="https://agentmods.dev/commands/hamza-ali-shahjahan/hamzaish/brain-ingest"><img src="https://agentmods.dev/badge/commands/hamza-ali-shahjahan/hamzaish/brain-ingest/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/commands/hamza-ali-shahjahan/hamzaish/brain-ingest"><img src="https://agentmods.dev/badge/commands/hamza-ali-shahjahan/hamzaish/brain-ingest.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 22 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 197 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00022	$0.00197
Opus 5.5	$0.00009	$0.00079
Sonnet 5.5	$0.00004	$0.00039
Haiku 4.5	$0.00002	$0.00020

Measured 2mo ago against content hash 6c6692166f80, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

brain-ingest scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

factory/commands/brain-ingest.md · 23 lines

What it actually says

Refresh the brain's derived index from the markdown source of truth.

Shell out (via Bash):

bun ${HAMZAISH_ROOT:-$HOME/Claude/Hamzaish}/brain/ingest.ts $ARGUMENTS

Then report the output to the user: how many docs added / updated / deleted / skipped, total in db, and time taken.

Use this:

After writing new learnings, decisions, or playbook entries
After registering a new product or completing a sprint
At the start of a session if the brain has been edited externally
With --rebuild if the schema has changed or the db looks corrupted

The script is idempotent — re-running when nothing changed is free (~10ms).

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

2mo ago First seen · 23 lines · 22 tokens per session scan A 6c6692166f80

Subscribe to this mod's changes

brain-ingest is a command published in the GitHub repository hamza-ali-shahjahan/hamzaish (10 stars, last pushed 1mo ago), licensed MIT. It adds 22 tokens to every session and 197 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Claude Code Databases Memory and context agent-skills ai-agents buildinpublic claude indie-hacker

brain-ingest next to 6 commands from other repositories
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