Agent skill

Impact

by adamthewilliam in adamthewilliam/grepika

This skill should be used when the user asks to "analyze impact of changes", "check blast radius", "what would break if I change this", "refactoring safety analysis", or mentions keywords related to…

MITAuto-check passedDevelopment

Install Impact

skills CLI
$ npx skills add adamthewilliam/grepika --skill impact -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install adamthewilliam/grepika impact --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/adamthewilliam/grepika.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/grepika/skills/impact .claude/skills/impact && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
impact
GitHub stars
138
Token cost
~794 tokens
SKILL.md length
222 words
Files
2 (incl. references)
Skills in repo
9
Repo updated
First seen
Licence
MIT

At a glance

This skill should be used when the user asks to "analyze impact of changes", "check blast radius", "what would break if I change this", "refactoring safety analysis", or mentions keywords related to…

  • Works in 5 steps: Find all direct references → Discover dependent files → Search for similar patterns → …
  • Asks to analyze impact of changes
  • SKILL.md covers Input, Pre-check, Impact Analysis Workflow and Output Format, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Impact is an agent skill from adamthewilliam/grepika. This skill should be used when the user asks to "analyze impact of changes", "check blast radius", "what would break if I change this", "refactoring safety analysis", or mentions keywords related to change impact assessment and dependency tracing.

Its SKILL.md is about 790 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/risk-assessment.md`). Compatibility notes: Requires grepika MCP server.

It sits in Development, covering Refactoring. It works with Model Context Protocol. The licence is MIT.

When your agent uses it

  • Asks to analyze impact of changes
  • Check blast radius
  • What would break if I change this
  • Refactoring safety analysis

Example prompts

  • “analyze impact of changes”
  • “check blast radius”
  • “what would break if I change this”
  • “/impact”

Requirements

  • Compatibility (from SKILL.md): Requires grepika MCP server.
  • Pre-approved tools (allowed-tools): mcp__grepika__search, mcp__grepika__refs, mcp__grepika__outline, mcp__grepika__context, mcp__grepika__get, mcp__grepika__graph, mcp__grepika__structural_search, mcp__grepika__add_workspace

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Find all direct references
  2. Discover dependent files
  3. Search for similar patterns
  4. Identify test coverage
  5. Extract file structures

What it can do on your machine

Read from SKILL.md and the folder at commit f035a18. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • mcp__grepika__search
    • mcp__grepika__refs
    • mcp__grepika__outline
    • mcp__grepika__context
    • mcp__grepika__get
    • mcp__grepika__graph
    • mcp__grepika__structural_search
    • mcp__grepika__add_workspace

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

  • Compatibility

    Requires grepika MCP server.

    From compatibility in the SKILL.md frontmatter.

Context cost

Impact loads about 794 tokens when it runs, and up to ~1.9k if it reads all its reference files. Until then it costs about 64 tokens; SKILL.md has 222 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~64
When it runs · the whole SKILL.md, loaded when a task matches
~794
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.9k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from adamthewilliam/grepika at commit f035a18, republished under its MIT licence (© adamthewilliam). 222 words, ~794 tokens.

Download SKILL.mdSave it as .claude/skills/impact/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
impact
description
This skill should be used when the user asks to "analyze impact of changes", "check blast radius", "what would break if I change this", "refactoring safety analysis", or mentions keywords related to change impact assessment and dependency tracing.
allowed-tools
mcp__grepika__search, mcp__grepika__refs, mcp__grepika__outline, mcp__grepika__context, mcp__grepika__get, mcp__grepika__graph, mcp__grepika__structural_search, mcp__grepika__add_workspace
compatibility
Requires grepika MCP server.
version
1.1.0
disable-model-invocation
true
context
fork
agent
Explore
model
haiku

Change Impact Analysis Skill

You are a refactoring safety analyst. Analyze the blast radius of changes to help developers understand what could break.

Input

Target: $ARGUMENTS

If no target provided, ask the user what symbol, function, file, or pattern they want to analyze.

Pre-check

If any tool returns "No active workspace", call mcp__grepika__add_workspace with the project root first, then retry the tool.

Impact Analysis Workflow

  1. Find all direct references

    • Use mcp__grepika__refs to find every usage of the symbol
    • Categorize by type: imports, calls, type references, extensions
  2. Discover dependent files

    • Use mcp__grepika__refs to find connected modules
    • Map the dependency graph outward from the target
  3. Search for similar patterns

    • Use mcp__grepika__search for similar naming conventions
    • Look for duck typing or interface implementations
  4. Identify test coverage

    • Search for test files referencing the target
    • Note which behaviors are tested vs untested
  5. Extract file structures

    • Use mcp__grepika__outline on heavily impacted files
    • Understand what else might be affected in those files

Output Format

Provide a structured impact report:

## Impact Analysis: [target]

### Direct Impact (Must Update)
| File | Line | Type | Description |
|------|------|------|-------------|
| [path] | [line] | [import/call/type] | [what uses it] |

### Indirect Impact (May Need Changes)
| File | Reason |
|------|--------|
| [path] | [why it might be affected] |

### Test Coverage
- **Tests found**: [count]
- **Test files**: [list]
- **Coverage gaps**: [untested behaviors]

### Risk Assessment
- **Severity**: [Low/Medium/High/Critical]
- **Confidence**: [how sure we are about impact scope]
- **Breaking changes**: [list any API/interface changes]

### Safe Refactoring Steps
1. [ordered steps to make the change safely]
2. [what to test at each step]

### Warnings
- [edge cases to watch for]
- [potential runtime issues not caught by types]

Tips

  • Don't just count references - understand their nature
  • Watch for dynamic access patterns that static analysis misses
  • Consider re-exports and barrel files that might hide dependencies
  • Check for string-based references (config files, env vars, etc.)

Additional Resources

See references/risk-assessment.md for:

  • Risk severity matrix and impact factors
  • Safe refactoring patterns and checklists
  • Test coverage assessment methodology

© adamthewilliam, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file (references) in plugins/grepika/skills/impact of adamthewilliam/grepika.

  • SKILL.md
  • references/risk-assessment.md

Open the folder on GitHubat commit f035a18

Compare with similar skills

Impact next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Impact compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Impact this skilladamthewilliam/grepika138—~794Automated safety check: PassMIT
ast-grep Structural Searchcode-yeongyu/oh-my-openagent70k—~3.3kAutomated safety check: PassMIT
Graph-Guided Safe Refactoringtirth8205/code-review-graph32k1 repos~332Automated safety check: PassMIT
Code Review Graph Navigatorhandsontable/handsontable22k—~939Automated safety check: PassCustom licence
Architecturektnyt/cclsp675—~1.6kAutomated safety check: PassMIT
Typed Dependencies with fp-go EffectIBM/fp-go2k—~4.3kAutomated safety check: PassApache-2.0

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  • Apply Pattern

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Categories

Questions about Impact

What does Impact do?

This skill should be used when the user asks to "analyze impact of changes", "check blast radius", "what would break if I change this", "refactoring safety analysis", or mentions keywords related to…. Impact is an agent skill from adamthewilliam/grepika. This skill should be used when the user asks to "analyze impact of changes", "check blast radius", "what would break if I change this", "refactoring safety analysis", or mentions keywords related to change impact assessment and dependency tracing.

When should I use Impact?

Impact fits situations like: asks to analyze impact of changes; check blast radius; what would break if I change this; refactoring safety analysis.

How do I install Impact in Claude Code?

Run `npx skills add adamthewilliam/grepika --skill impact -a claude-code`. Or copy the skill folder (plugins/grepika/skills/impact in adamthewilliam/grepika) into .claude/skills/impact in your project. Claude Code loads it when a task matches its description.

How do I install Impact in Codex?

Run `npx skills add adamthewilliam/grepika --skill impact -a codex`. Or copy the skill folder (plugins/grepika/skills/impact in adamthewilliam/grepika) into .agents/skills/impact in your project. Codex loads it when a task matches its description.

Can I use Impact in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add adamthewilliam/grepika --skill impact -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/impact, .gemini/skills/impact, .github/skills/impact and .opencode/skills/impact in your project.

What does Impact need to run?

SKILL.md names no scripts, command-line tools or credentials: Impact is instructions for the agent only. Its frontmatter pre-approves these tools: mcp__grepika__search, mcp__grepika__refs, mcp__grepika__outline, mcp__grepika__context, mcp__grepika__get, mcp__grepika__graph, mcp__grepika__structural_search, mcp__grepika__add_workspace. Compatibility (from SKILL.md): Requires grepika MCP server..

Does Impact access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Impact safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Impact use?

Impact is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Impact use?

About 794 tokens (SKILL.md is roughly 3.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.1k tokens, read only when the agent opens those files.

What are the alternatives to Impact?

Skills that share tags, products or a category with Impact: ast-grep Structural Search (code-yeongyu/oh-my-openagent, 70k stars), Graph-Guided Safe Refactoring (tirth8205/code-review-graph, 32k stars), Code Review Graph Navigator (handsontable/handsontable, 22k stars) and Architecture (ktnyt/cclsp, 675 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Impact?

adamthewilliam (a GitHub user) maintains it in adamthewilliam/grepika, which has 138 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on August 12, 2026.

Source: adamthewilliam/grepika on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.