A guide for working with a SPARDA Runtime, a backend system that runs compiled behavior graphs. It applies when the available tools include names such as spardagetcontext or spardainfo.

Working with SPARDA backends, inspecting runtime information, retrieving graph context, and handling runtime confirmations.

It helps an agent use the graph context and runtime tools correctly instead of treating the backend like an ordinary service.

sparda-mcp — Skill for Claude Code and Codex by zyx77550/sparda

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.

Any agent

npx skills add zyx77550/sparda --skill public

Clone the repo

git clone --depth 1 https://github.com/zyx77550/sparda

Made for: Claude Code, Codex.

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/skills/zyx77550/sparda/public/github.svg)](https://agentmods.dev/skills/zyx77550/sparda/public)

Your own site

<a href="https://agentmods.dev/skills/zyx77550/sparda/public"><img src="https://agentmods.dev/badge/skills/zyx77550/sparda/public/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/skills/zyx77550/sparda/public"><img src="https://agentmods.dev/badge/skills/zyx77550/sparda/public.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 109 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 2,935 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 unknown 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	$0.00109	$0.02935
Opus 5.5	$0.00044	$0.01174
Sonnet 5.5	$0.00022	$0.00587
Haiku 4.5	$0.00011	$0.00294

Measured 2mo ago against content hash 50f2c6dc0842, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

sparda-mcp 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.

tools/publish/public/SKILL.md · 158 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Files

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.

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 · 158 lines · 109 tokens per session scan A 50f2c6dc0842

Subscribe to this mod's changes

sparda-mcp is a skill published in the GitHub repository zyx77550/sparda (8 stars, last pushed 2mo ago), with no licence file. It adds 109 tokens to every session and 2,935 once invoked, about $0.0004 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 Guardrails ai-agents ai-code-review authorization bola

sparda-mcp next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
sparda-mcpzyx77550/sparda	Skill	8	2mo ago	none	A	109	Claude Code, Codex
sparda-mcpzakariagharzouli/sparda	Skill	9	1mo ago	none	A	109	Claude Code, Codex
authorization-testingxalgorix/xalgorix	Skill	1.3k	today	Apache-2.0	A	43	Claude Code, Codex
API Security TestingPramodDutta/qaskills	Skill	248	10d ago	MIT	A	46	Claude Code, Codex
cis-aws-foundations-2.1.2CyberStrikeus/CyberStrike	Skill	3.6k	today	AGPL-3.0	A	21	Claude Code, Codex
testing-api-for-broken-object-level-authorizationxalgorix/xalgorix	Skill	1.3k	today	Apache-2.0	C	133	Claude Code, Codex
Firebase Security Rules Reviews977043/river-review	Skill	8	yesterday	MIT	A	46	Claude Code