Debugging Executions
n8n-io/n8n
Debug failed or wrong-output workflow executions using executions tools.
This skill should be used when the user asks to "map the architecture", "show module dependencies", "analyze coupling", "dependency graph", "how are modules connected", "module boundaries", or…
$ npx skills add adamthewilliam/grepika --skill architecture -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install adamthewilliam/grepika architecture --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/adamthewilliam/grepika.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/grepika/skills/architecture .claude/skills/architecture && rm -rf skills-srcUse ~/.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/
Install the "architecture" agent skill from https://github.com/adamthewilliam/grepika/tree/main/plugins/grepika/skills/architecture into .claude/skills/architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "architecture", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/adamthewilliam/grepika/tree/main/plugins/grepika/skills/architectureType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add adamthewilliam/grepika --skill architecture -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install adamthewilliam/grepika architecture --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/adamthewilliam/grepika.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/grepika/skills/architecture .agents/skills/architecture && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "architecture" agent skill from https://github.com/adamthewilliam/grepika/tree/main/plugins/grepika/skills/architecture into .agents/skills/architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "architecture", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add adamthewilliam/grepika --skill architecture -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install adamthewilliam/grepika architecture --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/adamthewilliam/grepika.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/grepika/skills/architecture .cursor/skills/architecture && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "architecture" agent skill from https://github.com/adamthewilliam/grepika/tree/main/plugins/grepika/skills/architecture into .cursor/skills/architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "architecture", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/adamthewilliam/grepika.git --path plugins/grepika/skills/architecture--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add adamthewilliam/grepika --skill architecture -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install adamthewilliam/grepika architecture --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/adamthewilliam/grepika.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/grepika/skills/architecture .gemini/skills/architecture && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "architecture" agent skill from https://github.com/adamthewilliam/grepika/tree/main/plugins/grepika/skills/architecture into .gemini/skills/architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "architecture", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install adamthewilliam/grepika architectureInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add adamthewilliam/grepika --skill architecture -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/adamthewilliam/grepika.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/grepika/skills/architecture .github/skills/architecture && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "architecture" agent skill from https://github.com/adamthewilliam/grepika/tree/main/plugins/grepika/skills/architecture into .github/skills/architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "architecture", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add adamthewilliam/grepika --skill architecture -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install adamthewilliam/grepika architecture --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/adamthewilliam/grepika.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/grepika/skills/architecture .opencode/skills/architecture && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "architecture" agent skill from https://github.com/adamthewilliam/grepika/tree/main/plugins/grepika/skills/architecture into .opencode/skills/architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "architecture", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
architectureThis skill should be used when the user asks to "map the architecture", "show module dependencies", "analyze coupling", "dependency graph", "how are modules connected", "module boundaries", or…
Architecture is an agent skill from adamthewilliam/grepika. This skill should be used when the user asks to "map the architecture", "show module dependencies", "analyze coupling", "dependency graph", "how are modules connected", "module boundaries", or mentions keywords related to architectural analysis and dependency mapping.
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Requires grepika MCP server.
It sits in Development. It works with Model Context Protocol. The licence is MIT.
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit f035a18. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
mcp__grepika__searchmcp__grepika__refsmcp__grepika__outlinemcp__grepika__tocmcp__grepika__getmcp__grepika__graphmcp__grepika__structural_searchmcp__grepika__add_workspaceFrom allowed-tools in the SKILL.md frontmatter.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Requires grepika MCP server.
From compatibility in the SKILL.md frontmatter.
Architecture loads about 1.1k tokens when it runs. Until then it costs about 70 tokens; SKILL.md has 307 words of instructions outside code blocks.
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.
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.
The full file from adamthewilliam/grepika at commit f035a18, republished under its MIT licence (© adamthewilliam). 307 words, ~1,056 tokens.
.claude/skills/architecture/SKILL.md (or your agent's skills folder).You are an architecture analyst. Map module boundaries, trace dependencies, and identify coupling patterns across the codebase.
Focus area: $ARGUMENTS
If no area specified, analyze the entire codebase architecture. If an area is specified (e.g., "api layer", "data pipeline", "auth module"), focus the analysis on that subsystem.
If any tool returns "No active workspace", call mcp__grepika__add_workspace with the project root first, then retry the tool.
Map module boundaries
mcp__grepika__toc to identify top-level directories and their structuremcp__grepika__outline on key files in each directory to understand exportsTrace inter-module dependencies
mcp__grepika__refs to find where they're consumedref_type: "import" results by source module to build the dependency graphmcp__grepika__graph for indexed imports, dependents, callers, and callees when the index is availableIdentify coupling hotspots
mcp__grepika__search with mode: "fts" to find shared abstractionsTrace data flow
mcp__grepika__refs on key types/interfaces to see how data moves through layersmcp__grepika__outline to identify transformation functionsAssess module cohesion
mcp__grepika__outline to check if modules have focused responsibilities## Architecture Analysis: [focus area or "Full Codebase"]
### Module Map
| Module | Location | Responsibility | Key Exports |
|--------|----------|----------------|-------------|
| [name] | [path/] | [what it does] | [main exports] |
### Dependency Graph
[module-a] ──imports──> [module-b] [module-a] ──imports──> [module-c] [module-b] ──imports──> [module-d] [module-c] ──imports──> [module-d] (shared dependency)
### Coupling Analysis
| Module Pair | Direction | Shared Symbols | Risk |
|-------------|-----------|----------------|------|
| [a] <-> [b] | bidirectional | [count] | high |
| [a] -> [c] | one-way | [count] | low |
### Data Flow
[Entry Point] → [Module A: validate] → [Module B: transform] → [Module C: persist] Types: RequestDTO → DomainModel → Entity
### Hotspots
- **Most imported**: [symbol] — referenced by [N] modules
- **Most complex**: [file] — [N] exports, [M] dependencies
- **Bidirectional coupling**: [module-a] <-> [module-b]
### Architectural Observations
- **Layering**: [describe if layers are clean or leaky]
- **Shared state**: [any global state or singletons]
- **Boundaries**: [where module boundaries are clear vs blurred]
### Recommendations
- [actionable suggestions for improving architecture]© adamthewilliam, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in plugins/grepika/skills/architecture of adamthewilliam/grepika.
Open the folder on GitHubat commit f035a18
Architecture 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Architecture this skilladamthewilliam/grepika | 138 | — | ~1.1k | Automated safety check: Pass | MIT | |
| Debugging Executionsn8n-io/n8n | 207k | — | ~2.6k | Automated safety check: Pass | Custom licence | |
| ast-grep Structural Searchcode-yeongyu/oh-my-openagent | 70k | — | ~3.3k | Automated safety check: Pass | MIT | |
| Analyze Logsactivepieces/activepieces | 25k | 1 repos | ~1.6k | Automated safety check: Pass | MIT | |
| ReleasePrefectHQ/fastmcp | 28k | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | |
| Claude Code Skillcodeaashu/claude-code | 3.4k | 1 repos | ~2.7k | Automated safety check: Pass | Proprietary |
n8n-io/n8n
Debug failed or wrong-output workflow executions using executions tools.
code-yeongyu/oh-my-openagent
Searches and rewrites code by syntax-tree shape across 25 languages with ast-grep, for codemods, structural queries and YAML lint rules, using a Python wrapper script.
activepieces/activepieces
Analyze application logs from the .evlog/logs/ directory. An agent skill from activepieces/activepieces.
PrefectHQ/fastmcp
Cut a FastMCP release end to end. An agent skill from PrefectHQ/fastmcp.
codeaashu/claude-code
Development conventions and architecture guide for the Claude Code CLI repository.
nrwl/nx
Run Nx generators with prioritization for workspace-plugin generators.
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…
adamthewilliam/grepika
This skill should be used when the user asks to "check index status", "is the index healthy", "index diagnostics", "search index health", or mentions keywords related to verifying grepika search…
adamthewilliam/grepika
This skill should be used when the user asks to "investigate a bug", "trace an error", "debug this issue", "find where this error comes from", or mentions keywords related to error tracing and bug…
adamthewilliam/grepika
This skill should be used when the user asks to "learn this codebase", "give me a codebase overview", "onboard me to this project", "explain the architecture", or mentions keywords related to…
adamthewilliam/grepika
This skill should be used when the user asks to "apply a pattern", "use a blueprint", "implement [pattern] from [source]", "what blueprints do I have", "list patterns", "adapt this pattern", or…
adamthewilliam/grepika
This skill should be used when the user asks to "compare files", "diff these files", "what changed between", "show differences between", "compare versions", or mentions keywords related to file…
Works with
Categories
This skill should be used when the user asks to "map the architecture", "show module dependencies", "analyze coupling", "dependency graph", "how are modules connected", "module boundaries", or…. Architecture is an agent skill from adamthewilliam/grepika. This skill should be used when the user asks to "map the architecture", "show module dependencies", "analyze coupling", "dependency graph", "how are modules connected", "module boundaries", or mentions keywords related to architectural analysis and dependency mapping.
Architecture fits situations like: asks to map the architecture; show module dependencies; analyze coupling; dependency graph.
Run `npx skills add adamthewilliam/grepika --skill architecture -a claude-code`. Or copy the skill folder (plugins/grepika/skills/architecture in adamthewilliam/grepika) into .claude/skills/architecture in your project. Claude Code loads it when a task matches its description.
Run `npx skills add adamthewilliam/grepika --skill architecture -a codex`. Or copy the skill folder (plugins/grepika/skills/architecture in adamthewilliam/grepika) into .agents/skills/architecture in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add adamthewilliam/grepika --skill architecture -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/architecture, .gemini/skills/architecture, .github/skills/architecture and .opencode/skills/architecture in your project.
SKILL.md names no scripts, command-line tools or credentials: Architecture is instructions for the agent only. Its frontmatter pre-approves these tools: mcp__grepika__search, mcp__grepika__refs, mcp__grepika__outline, mcp__grepika__toc, mcp__grepika__get, mcp__grepika__graph, mcp__grepika__structural_search, mcp__grepika__add_workspace. Compatibility (from SKILL.md): Requires grepika MCP server..
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.
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.
Architecture is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.1k tokens (SKILL.md is roughly 4.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Architecture: Debugging Executions (n8n-io/n8n, 207k stars), ast-grep Structural Search (code-yeongyu/oh-my-openagent, 70k stars), Analyze Logs (activepieces/activepieces, 25k stars) and Release (PrefectHQ/fastmcp, 28k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
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.