Skills · 6 suites · 26 atomic tools

Your AI agent doesn't need 30 commands.
It needs 6 walkthroughs.

ArgosBrain ships as orchestrator skills — guided, paced suites your AI agent invokes one step at a time, with explicit confirmations between each. Power users invoke atomic skills directly. Everyone else goes through the menu.

6
orchestrator suites
26
atomic tools
$0.33
typical full-suite cost
step-by-step
paced, never floods the terminal
The six suites

One suite per phase of the SDLC.

/argos-security

Vulnerability triage with structural reachability evidence.

Vuln scan across 22 sink categories, RBAC consistency, CORS misconfig, supply-chain reach, prompt-injection paths. Triaged by exploitability, not just signature.

For: CISO, AppSec engineer, compliance team
Cost: ~$0.33 / scan · ~70s wall-clock
/argos-onboarding

First-day orientation for an unfamiliar codebase.

Architectural spine, central reactive primitive, naming conventions, top entry points, every public endpoint, every config flag. Paced for a new hire to absorb without drowning.

For: new hires, contractors, M&A diligence
Cost: ~$0.17 · ~6s on warm cache
/argos-architecture

Strategic codebase questions for senior engineers.

Where are the seams? What's the tech debt? Where would a microservice extraction land cleanly? Cycles, hubs, dependency hygiene, event-flow topology — all in one pass.

For: CTO, principal engineer, system designer
Cost: ~$0.30 / pass
/argos-testing

The question line coverage can't answer.

Line coverage tells you which lines ran. ArgosBrain tells you which production paths reach a sink that no test ever reaches. Plus blast radius for regression scope and unhandled-throw audit.

For: QA lead, dev manager, test strategist
Cost: ~$0.57 / full suite
/argos-migration

Sequenced migration plans for framework upgrades.

React 17 → 19. Python 2 → 3. Pages Router → App Router. The skill ranks deprecated call sites by blast radius so you fix leaves first, hubs last — and ship without surprise regressions.

For: senior dev, platform engineer, migration lead
Cost: ~$0.62 / sequenced plan
/argos-ai-engineering

For engineers shipping LLM-backed apps and agent stacks.

Prompt-injection surface (the new SQL-injection). LLM cost hotspots (calls in loops). MCP tool-graph mapping. RAG source tracer. System-prompt leak finder.

For: AI engineer, RAG / agent builder, AI security
Cost: ~$0.49 / app audit
01The UX

Step-by-step. Confirm to continue. Stop any time.

When the user invokes a suite, the agent shows a menu of available checks and asks how to proceed. After each check completes, the agent pauses for confirmation before running the next. Reports never flood the terminal — every step is digestible, and you can stop after one if it's enough.

$ /argos-security ARGOS SECURITY SUITE — project: kubernetes-1.32.0 · 17,171 files Available checks (all 7 shipped): 1. Security Reviewer — vuln scan, 22 sink categories 2. Compliance Proofs — HIPAA / GDPR / PCI / SOC 2 reachability 3. Auth Bypass Finder — endpoints with no auth middleware 4. Supply Chain Tracer — direct → transitive dep usage 5. Permission Uniformity — RBAC consistency across endpoints 6. CORS Misconfig Finder — wildcard + reflected origin pitfalls 7. Prompt Injection Surface — untrusted text → LLM prompt paths How would you like to proceed? [a] Run ALL checks sequentially [1-7] Run only check N [d] Show details on each before I pick [q] Quit
Atomic skills

Skip the menu. Invoke atomic tools directly.

If you already know which question you're asking, every atomic skill is callable on its own. Each one auto-executes with no clarifying questions and writes its own focused report.

General analysis

/argos-blast-radius

Inbound caller fanout for any function, type, or symbol you're about to change.

/argos-config-explosion

Every env var, feature flag, and runtime knob — where each is read and what branches off it.

/argos-api-surface-mapper

Live OpenAPI / Markdown of every public HTTP handler with input/output type shapes.

/argos-test-gap-analyzer

Functions reachable in production but reached by zero tests. Coverage gaps line tools miss.

Security

/argos-security-reviewer

Comprehensive vulnerability scan across 22 sink categories with reachability proofs.

/argos-compliance-proofs

HIPAA / GDPR / PCI / SOC 2 control-flow reachability evidence per regulation.

/argos-auth-bypass-finder

State-changing endpoints reachable without passing through auth middleware.

/argos-supply-chain-tracer

Given a vulnerable dep, every direct + transitive usage that reaches production.

/argos-permission-uniformity-checker

Inconsistent RBAC checks across endpoints touching the same resource.

/argos-cors-misconfig-finder

Wildcard origins, reflected-origin reflection, credentialed-CORS pitfalls.

/argos-csrf-token-tracer

State-changing endpoints reachable without passing through a CSRF check.

/argos-pii-flow-mapper

Full data-lineage map for personal data: source → transformations → sinks.

Backend correctness & performance

/argos-n-plus-one-detector

DB queries living inside loops, ranked by production reach and fan-out.

/argos-cache-invalidation-trace

Cache key dep graph: writes, reads, invalidations, missing busts.

/argos-database-schema-coupler

Column-to-code coupling map for safe renames, type changes, drops.

AI applications

/argos-prompt-injection-surface

Every code path where untrusted user input lands in an LLM prompt.

/argos-llm-cost-hotspots

LLM API calls inside loops, redundant fetches, cache opportunities ranked by spend.

/argos-tool-graph

Agent tool registry → call site → reachability map for any tool-using stack.

/argos-rag-source-tracer

Every chunk source feeding the retriever, plus orphan or unused embedded docs.

/argos-system-prompt-leaks

System-prompt strings reachable from any user-rendered output path.

ML / AI research

/argos-eval-coverage

Model-capability gap: what ships in production but no eval script touches.

/argos-experiment-tracker

Training pipeline reproducibility: entry → data → checkpoint → tracker → seed.

/argos-paper-reproducibility-checker

Full audit for paper repos: seed flow, dataset pinning, checkpoint provenance, eval-vs-paper alignment. Score 0-100.

Architecture

/argos-tech-debt-quantifier

Dead code, complexity hotspots, churn × coupling — debt ranked by reach.

/argos-service-boundary-finder

Community detection on the call graph proposes natural service splits.

/argos-dependency-hygiene

Manifest vs reality: unused, partially-used, abandoned, license-risky deps.

/argos-circular-dep-finder

Every import + call cycle that blocks tree-shaking and clean extraction.

/argos-event-flow-mapper

Producer → consumer topology for Kafka, SQS, RabbitMQ, Pub/Sub, NATS, Redis Streams.

/argos-error-handling-audit

Unhandled throws and silent catches — both anti-patterns hide bugs in production.

/argos-framework-migrator

Sequenced leaves-first migration plan from a list of deprecated patterns.

Workflow & review

/argos-pr-reviewer

Structural PR review: naming drift, dead-symbol creation, API breaks, sink delta.

/argos-code-tour

Two-second structural briefing: spine, hubs, naming convention, entry points.

/argos-monolith-extractor

Boundary map of a chosen module: every inbound + outbound edge, side-effect inventory.

/argos-m-and-a-audit

M&A due-diligence pass on an acquired or target codebase.

/argos-file-librarian

Interpret a non-code file (PDF, mockup, spec) and store the structured reading.

02Roadmap

Where each suite stands today.

Suite Shipped today Coming next
Security 9
Onboarding 2 3
Architecture 8 2
Testing 4
Migration 4
AI Engineering 5 3
ML / AI Research 3
Backend correctness 3

All 6 orchestrators and 26 atomic skills ship today — 100% coverage of the perspectives audit. Some atomic tools serve more than one suite — for example, /argos-blast-radius shows up in Testing, Migration, and Architecture, and /argos-pii-flow-mapper serves Security + Compliance audits.

03Try it

One-line install. Pick a suite. Walk through.

curl -fsSL https://argosbrain.com/install | sh
cd ~/your-project
argosbrain ingest .
# In Claude Code / Cursor: invoke any of the 6 suites
/argos-security
/argos-onboarding
/argos-architecture
/argos-testing
/argos-migration
/argos-ai-engineering