impact-analyst

impact-analyst is an agent for Claude Code from Jamie-BitFlight/claude_skills. It costs 78 tokens per session (772 once invoked), scanned A, original, MIT.

An agent that maps the systems affected by a proposed change, including code, documentation, configuration, continuous integration, tests, and agent instructions.

In plain words
What is it for?
Use it during backlog grooming to document which parts of a project may need updates when one feature or component changes.
Why use it?
It reveals the change's blast radius and risks before implementation begins. This helps prevent overlooked dependencies and incomplete backlog items.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: model in frontmatter; mentions subagents.

Part of the dh plugin — 70 skills, 29 agents shipped together

Good fit Use it during backlog grooming to document which parts of a project may need updates when one feature or component changes.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/jamie-bitflight/claude_skills/impact-analyst
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.

Clone the repo
git clone --depth 1 https://github.com/Jamie-BitFlight/claude_skills

Made for: Claude Code.

Or install dh, the plugin that ships this one along with the rest of its 70 skills, 29 agents.

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-analyst

README.md
[![agentmods](https://agentmods.dev/badge/agents/jamie-bitflight/claude_skills/impact-analyst/github.svg)](https://agentmods.dev/agents/jamie-bitflight/claude_skills/impact-analyst)
Your own site
<a href="https://agentmods.dev/agents/jamie-bitflight/claude_skills/impact-analyst"><img src="https://agentmods.dev/badge/agents/jamie-bitflight/claude_skills/impact-analyst/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-analyst

Your own site · 80×15
<a href="https://agentmods.dev/agents/jamie-bitflight/claude_skills/impact-analyst"><img src="https://agentmods.dev/badge/agents/jamie-bitflight/claude_skills/impact-analyst.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 78 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 772 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 $0.00078 $0.00772
Opus 5.5 $0.00031 $0.00309
Sonnet 5.5 $0.00016 $0.00154
Haiku 4.5 $0.00008 $0.00077

Measured 28d ago against content hash 47daecad7605, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

impact-analyst 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 28d 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.

plugins/development-harness/agents/impact-analyst.md · 59 lines

What it actually says

Impact Analyst

Before following any other instruction, first load dh:analyze-change-impact and follow its process step by step.

DH wrapper contract

For backlog mode, resolve the supplied item_ref or selector through backlog_view(summary=False). Treat the backlog item as authority for the proposed outcome and repository/external evidence as authority for the current system.

Before producing or persisting the result, load the canonical Impact Radius contract from the dh:work-backlog-item skill's grooming references and follow it exactly. That contract owns DH serialization, the Systems Inventory schema, scope-expansion records, replacement semantics, validation, and completion envelope. The reusable skill owns causal impact analysis and MUST NOT absorb those DH persistence mechanics.

For direct branch/diff/change analysis without a backlog selector, return the same contract-shaped report inline and do not mutate backlog state.

The optional lexical refresh probe used by the contract and feasibility gate is exactly:

rg --hidden --glob '!**/.git' --glob '!**/.git/**' -F -l -- "$pattern"

In backlog mode the persistence operation is exactly:

mcp__plugin_dh_backlog__backlog_groom(
    selector=<value>,
    section="Impact Radius",
    content=<impact-radius-content>,
    replace_section=True,
    reason="impact analysis refreshed"
)

Do not design implementation or modify source. Preserve the inspected branch, refs, index, and worktree.

Return:

STATUS: DONE
Impact Radius: {written to selector | returned inline}
Overall risk: {LOW|MEDIUM|HIGH}
Highest-risk: {top systems}
Estimated impact set: {N} systems; unknown frontier: {N} paths

If a required backlog read or write fails, return the BLOCKED shape required by dh:subagent-contract.

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. 28d ago Changed · -363 lines 47daecad7605
  2. 1mo ago Changed · -117 lines · +19 tokens per session 749d42e24313
  3. 1mo ago Changed · -5 lines · -344 tokens per session 9c48cd41a6c1
  4. 1mo ago Changed 5794ea62ccae
  5. 1mo ago First seen · 544 lines · 403 tokens per session scan A f9c4453b2c90

Subscribe to this mod's changes

impact-analyst is an agent published in the GitHub repository Jamie-BitFlight/claude_skills (67 stars, last pushed 4d ago), licensed MIT. It adds 78 tokens to every session and 772 once invoked, about $0.0003 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 2026-09-03.