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.
npx skills add SpillwaveSolutions/agent-brain --skill agent-brain-releasegit clone --depth 1 https://github.com/SpillwaveSolutions/agent-brainWrote 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.
[](https://agentmods.dev/skills/spillwavesolutions/agent-brain/agent-brain-release)<a href="https://agentmods.dev/skills/spillwavesolutions/agent-brain/agent-brain-release"><img src="https://agentmods.dev/badge/skills/spillwavesolutions/agent-brain/agent-brain-release/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.
<a href="https://agentmods.dev/skills/spillwavesolutions/agent-brain/agent-brain-release"><img src="https://agentmods.dev/badge/skills/spillwavesolutions/agent-brain/agent-brain-release.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00000 | $0.02430 |
| Opus 5.5 | $0.00000 | $0.00972 |
| Sonnet 5.5 | $0.00000 | $0.00486 |
| Haiku 4.5 | $0.00000 | $0.00243 |
Grade C, and why
agent-brain-release scanned grade C with 2 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Downloads and executes remote codehighSupply chain
curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.
LATEST=$(curl -sf https://pypi.org/pypi/agent-brain-rag/json | python3 -c "import sys,json; print(json.load(sys.stdin)['info']['version'])") Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
LATEST=$(curl -sf https://pypi.org/pypi/agent-brain-rag/json | python3 -c "import sys,json; print(json.load(sys.stdin)['info']['version'])") How it starts
The opening of the file, as written. The whole thing — 326 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Agent Brain Release Skill
Automates the release process for Agent Brain packages, including version bumping, changelog generation, git tagging, and GitHub release creation.
Version Resolution
Before running any install commands, resolve the latest version:
# Get latest from PyPI (recommended)
LATEST=$(curl -sf https://pypi.org/pypi/agent-brain-rag/json | python3 -c "import sys,json; print(json.load(sys.stdin)['info']['version'])")
echo "Latest version: $LATEST"
Current PyPI Versions:
Package Installation
Agent Brain consists of two PyPI packages that work together:
Basic Installation
# Resolve latest version first
LATEST=$(curl -sf https://pypi.org/pypi/agent-brain-rag/json | python3 -c "import sys,json; print(json.load(sys.stdin)['info']['version'])")
# Install with pinned version
pip install agent-brain-rag==$LATEST agent-brain-cli==$LATEST
With Optional Features
# With GraphRAG support (knowledge graph retrieval)
pip install "agent-brain-rag[graphrag]==$LATEST"
# With all optional features
pip install "agent-brain-rag[graphrag-all]==$LATEST"
Package Details
| Package | Description | PyPI |
|---|---|---|
agent-brain-rag |
RAG server with FastAPI, embeddings, and search | PyPI |
agent-brain-cli |
CLI tool for managing Agent Brain instances | PyPI |
Quick Start After Installation
1. Set Environment Variables
export OPENAI_API_KEY=your-openai-key
export ANTHROPIC_API_KEY=your-anthropic-key
2. Start the Server
# Using CLI (recommended)
agent-brain init # Initialize project config
agent-brain start # Start server for current project
# Or run server directly
agent-brain-serve # Start on http://127.0.0.1:8000
3. Index Documents
What ships with it
2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 1mo ago First seen · 326 lines · 0 tokens per session scan C 887fde82f3cf
agent-brain-release is a skill published in the GitHub repository SpillwaveSolutions/agent-brain (119 stars, last pushed 1mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 2,430 tokens. A static security scan graded it C with 2 findings (downloads and executes remote code, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
git-ops
Close out a local coding task on the bound daemon — stage, commit, branch, merge, push via cloud git — and when a merge conflicts, STOP and escalate with the file list instead of auto-resolving. Push reaches only the bare replica; prod-triggering tags are refused.
release-rollback
Roll a release back for real when post-deploy regression goes red — apc release rollback flips the current version to pulled and the last good version back to current in the release ledger, and (with --mirror) repoints the bare mirror ref. Behind an approval gate; with no previous good version it BLOCKS instead of…
release-tag
Cut a release tag behind a real tier gate and cloud approval readback. The approval, task, approved commit, and resulting tag are bound; self-approval and HEAD drift fail closed. Prod prefixes remain refused.
github-ops
GitHub CLI for issues, PRs, code search, CI logs, releases, and API queries. Requires gh CLI and auth.
github-proxy
A tool that routes GitHub downloads through a proxy service, including repository clones, release files, raw files, and archives.
github
Interact with GitHub using the gh CLI. Use gh issue, gh pr, gh run, and gh api for issues, PRs, CI runs, and advanced queries.