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 agentmods add instructions/kubestellar/console/claude-mdgit clone --depth 1 https://github.com/kubestellar/consoleWhat 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 | $0.06844 | $0.06844 |
| Opus 5 | $0.03422 | $0.03422 |
| Sonnet 5 | $0.01369 | $0.01369 |
| Haiku 4.5 | $0.00684 | $0.00684 |
Grade A, and why
console CLAUDE.md scanned grade A with 1 finding 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 3d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
1. **curl** - Test REST API endpoints How it starts
The opening of the file, as written. The whole thing — 674 lines — stays where its author put it; the contents beside it link to each section on GitHub.
KubeStellar Console — Agent Guide
This file is read by Claude Code, Copilot, Codex, and other coding agents working on this repo.
Quick Start
./start-dev.sh # No OAuth, mock dev-user, backend :8080, frontend :5174
./startup-oauth.sh # With GitHub OAuth (requires .env with GITHUB_CLIENT_ID / GITHUB_CLIENT_SECRET)
Do NOT run build or lint locally — CI handles both. Commit, push, open a PR with Fixes #NNN, and wait for CI to pass (ignore tide — it stays pending without lgtm/approved labels; bypass with --admin).
# NEVER run these locally — CI validates on the PR
# cd web && npm run build && npm run lint
Project Layout
cmd/console/ Server entry point
cmd/kc-agent/ Local agent (bridges browser to kubeconfig + MCP)
pkg/agent/ AI providers (Claude, OpenAI, Gemini)
pkg/api/ HTTP/WS server + handlers
pkg/mcp/ MCP bridge to Kubernetes
pkg/store/ SQLite database layer
web/src/ React + TypeScript frontend
components/cards/ Dashboard card components
hooks/ Data fetching hooks (useCached*)
lib/ Utilities, card registry, demo data
deploy/helm/ Helm chart
docs/stellar/ Stellar persistent AI runtime subsystem (alpha)
architecture.md Core design, CRDs, memory service, event gateway, operator
crds/ Custom resource definitions (Mission, MissionExecution, Agent, MemoryStore, ToolBinding, Trigger)
Stellar Subsystem (docs/stellar/): Extends the console from request/response AI into a persistent operational runtime. Key components:
- Stellar Core — Mission planner, execution coordinator, context assembler, tool router, memory retrieval
- Mission Operator — Kubernetes controller-runtime reconciling Stellar CRDs
- Event Gateway — Normalizes Kubernetes events, Prometheus alerts, webhooks, schedules
- Memory Service — Short-term + long-term + semantic memory APIs
- Tool Runtime — RBAC-aware, policy-enforced tool invocation
- Provider Router — Local/cloud/hybrid LLM routing with failover chains
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.
- 3d ago First seen · 674 lines · 6,844 tokens per session scan A 93c67e96594d
console CLAUDE.md is an instructions file published in the GitHub repository kubestellar/console (130 stars, last pushed 3d ago), licensed Apache-2.0. It adds 6,844 tokens to every session, about $0.0342 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other instructions, from other repositories
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
spec-kit AGENTS.md
AGENTS.md instructions for github/spec-kit, covering agents.md, about spec kit and specify, quickstart — add a new integration in 5 steps, integration architecture and integrationmanifest — file tracking.
codex AGENTS.md
AGENTS.md instructions for openai/codex, covering rust/codex-rs, the codex-core crate, code review rules, crate api surface and model visible context.
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, applying the notice (cutover) and fallback chain (never fail the build).
next.js AGENTS.md
Instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.