impact

impact is a skill for Claude Code from RayforceDB/raysense. It costs 46 tokens per session (676 once invoked), scanned A, original, MIT.

A pre-edit analysis that shows which files depend on a target file, what it depends on, how tightly it is connected, and whether it participates in dependency cycles.

In plain words
What is it for?
Use it before renaming, removing, moving, extracting, or substantially changing a file, especially when it may affect many parts of the project.
Why use it?
It reveals the likely impact of a refactor, deletion, move, or major edit before changes cause problems elsewhere.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the raysense plugin — 6 skills, 6 commands, 1 MCP server shipped together

Good fit Use it before renaming, removing, moving, extracting, or substantially changing a file, especially when it may affect many parts of the project.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/rayforcedb/raysense/impact
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 RayforceDB/raysense --skill impact
Clone the repo
git clone --depth 1 https://github.com/RayforceDB/raysense

Made for: Claude Code.

Or install raysense, the plugin that ships this one along with the rest of its 6 skills, 6 commands, 1 MCP server.

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.

agentmods badge for impact

README.md
[![agentmods](https://agentmods.dev/badge/skills/rayforcedb/raysense/impact/github.svg)](https://agentmods.dev/skills/rayforcedb/raysense/impact)
Your own site
<a href="https://agentmods.dev/skills/rayforcedb/raysense/impact"><img src="https://agentmods.dev/badge/skills/rayforcedb/raysense/impact/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.

agentmods 80×15 button for impact

Your own site · 80×15
<a href="https://agentmods.dev/skills/rayforcedb/raysense/impact"><img src="https://agentmods.dev/badge/skills/rayforcedb/raysense/impact.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 46 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 676 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 original 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00046 $0.00676
Opus 5.5 $0.00018 $0.00270
Sonnet 5.5 $0.00009 $0.00135
Haiku 4.5 $0.00005 $0.00068

Measured 1mo ago against content hash 9c119c990b1c, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

impact 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 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.

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.

claude-plugin/skills/impact/SKILL.md · 64 lines

How it starts

The opening of the file, as written. The whole thing — 64 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Impact

Call this before a non-trivial edit (deletion, rename, signature change, extraction, file move). It tells the agent what depends on the target and what the target depends on, so the edit plan can account for the blast radius up front.

All tools take a path argument (absolute, current repo root) plus the target file path relative to that root.

Steps

  1. Blast radius — call raysense_blast_radius with path: <cwd> and file: <target>. Returns the set of files reachable downstream under the active edge filter. A blast radius >20 files is a strong signal to break the change into smaller commits.
  2. Coupling profile — call raysense_coupling. Look up the target's module in the response: afferent (incoming) and efferent (outgoing) counts, plus main-sequence distance. High-afferent modules are stable foundations — breaking changes there cascade widely.
  3. Cycle exposure — call raysense_cycles. If the target appears in any reported cycle, call raysense_break_cycle_recommendations for ranked candidate edges to remove. The recommended edge is often not the obvious one.
  4. Optional simulation — when the planned change is mechanical (file removal, edge removal), call raysense_what_if to preview the health delta without touching the working tree.

What to keep in working memory

  • Number of files in the blast radius — quote it back to the user before starting an edit that exceeds 20.
  • Whether the target is on any cycle — informs whether the edit is likely to introduce or break a cycle.
  • The instability score — a value near 1.0 means the file is expected to depend on stable foundations, not be one.

When to skip

  • Local-only edit inside one file with no signature changes (typo fix, comment, internal rename). No downstream effect, no need.
  • Brand-new file. Nothing depends on it yet.

See also

For cases the typed tools above don't cover, the query skill exposes Rayfall directly via raysense_baseline_query:

Read the full file on GitHub · 64 lines

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.

  1. 1mo ago First seen · 64 lines · 46 tokens per session scan A 9c119c990b1c

Subscribe to this mod's changes

impact is a skill published in the GitHub repository RayforceDB/raysense (13 stars, last pushed 5mo ago), licensed MIT. It adds 46 tokens to every session and 676 once invoked, about $0.0002 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 2026-08-30.

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