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ClaudSkills / General / ai-tooling

Spectral Topology Preflight

Category: General  ·  Sub-category: ai-tooling  ·  Last updated:
ai:agenttype:debug
Before dispatching a multi-agent team, run a spectral diagnostic on the proposed communication graph and emit a (ρ, Δ, κ) coordination signature plus a pass/fail verdict against per-task-class thresholds. Builds the row-stochastic operator P from the team graph, computes the successor representation M = (I − γP)⁻¹, and ranks the topology for robustness (κ, condition number), consensus (Δ, spectral gap), and drift (ρ, spectral radius). Per Parks & Alharthi (arxiv 2605.11453), rank order on (κ, Δ, ρ) predicts coordination quality pre-execution with rank correlations of 1.0 / 0.5 / −1.0. Triggers: "dispatch the team", "team topology check", "before running the agents", "is this team configuration OK", "team pre-flight".

About this skill (catalog notes)

Spectral Topology Preflight includes explicit scope boundaries (an explicit 'when not to use' or 'out of scope' section); at least one code block. The SKILL.md runs to about 600 words, in the catalog's typical mid-range.

Original author
Tibsfox
Indexed lastmod
Catalog position
General · ai-tooling
Indexed related skills
10

How Spectral Topology Preflight fits the catalog

Spectral Topology Preflight sits in the General category under the ai-tooling sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

What this skill does

Spectral Topology Preflight is a community-contributed Claude Code skill in the ai-tooling sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/spectral-topology-preflight/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Spectral Topology Preflight Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 116,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/spectral-topology-preflight
curl -L https://claudskills.com/skills/spectral-topology-preflight/SKILL.md \
  -o ~/.claude/skills/spectral-topology-preflight/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/spectral-topology-preflight/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/spectral-topology-preflight/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\spectral-topology-preflight\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Spectral Topology Preflight Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/spectral-topology-preflight/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Spectral Topology Preflight skill do?
Before dispatching a multi-agent team, run a spectral diagnostic on the proposed communication graph and emit a (ρ, Δ, κ) coordination signature plus a pass/fail verdict against per-task-class thresholds. Builds the row-stochastic operator P from the team graph, computes the successor representation M = (I − γP)⁻¹, and ranks the topology for robustness (κ, condition number), consensus (Δ, spectral gap), and drift (ρ, spectral radius). Per Parks & Alharthi (arxiv 2605.11453), rank order on (κ, Δ, ρ) predicts coordination quality pre-execution with rank correlations of 1.0 / 0.5 / −1.0. Triggers: "dispatch the team", "team topology check", "before running the agents", "is this team configuration OK", "team pre-flight".
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Spectral Topology Preflight skill?
Use Spectral Topology Preflight when your Claude Code task falls under the General category — specifically in the ai tooling area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Spectral Topology Preflight" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the Spectral Topology Preflight skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Spectral Topology Preflight is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
Tibsfox. (2026). Spectral Topology Preflight [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/spectral-topology-preflight/
BibTeX
@misc{spectral-topology-preflight-2026,
  author    = {Tibsfox},
  title     = {Spectral Topology Preflight [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/spectral-topology-preflight/}
}

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