A Mako guide for examining relationships between project parts, including dependencies, imports, symbols, routes, tables, and services.

Use it to map flows, inspect graph neighbors and paths, find import hotspots or cycles, assess symbol impact, and create evidence-based change plans.

It helps reveal how one component reaches another and estimate the possible impact of a change. This is useful when the question concerns connections rather than one isolated file.

mako-graph — Skill for Claude Code by drhalto/agentmako

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 drhalto/agentmako --skill mako-graph

Clone the repo

git clone --depth 1 https://github.com/drhalto/agentmako

Made for: Claude Code.

Or install mako-ai, the plugin that ships this one along with the rest of its 8 skills, 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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/drhalto/agentmako/mako-graph/github.svg)](https://agentmods.dev/skills/drhalto/agentmako/mako-graph)

Your own site

<a href="https://agentmods.dev/skills/drhalto/agentmako/mako-graph"><img src="https://agentmods.dev/badge/skills/drhalto/agentmako/mako-graph/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/drhalto/agentmako/mako-graph"><img src="https://agentmods.dev/badge/skills/drhalto/agentmako/mako-graph.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 72 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 726 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.

Model	Per session	Once invoked
Fable 5.1	$0.00072	$0.00726
Opus 5.5	$0.00029	$0.00290
Sonnet 5.5	$0.00014	$0.00145
Haiku 4.5	$0.00007	$0.00073

Measured 1mo ago against content hash 58955df974ae, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

mako-graph 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.

mako-ai-claude-plugin/skills/mako-graph/SKILL.md · 105 lines

How it starts

The opening of the file, as written. The whole thing — 105 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Mako Graph

Use this skill when the user's question is about relationships rather than a single entity. Graph, import, and symbol tools help estimate impact, find paths, and plan changes from indexed project facts.

Graph Tools

`graph_neighbors`

Use to inspect immediate graph neighbors for a file, symbol, route, table, RPC, or other known node.

`graph_path`

Use to find evidence-backed paths between two known nodes.

Best when the user asks whether A reaches B or how a route connects to a table/RPC/file.
If the endpoints are ambiguous, use discovery or trace tools first.

`flow_map`

Use to map a higher-level flow across routes, components, services, tables, and RPCs.

Best for end-to-end user stories or system behavior.
Pair with review_bundle_artifact when a flow is being reviewed pre-ship.

`change_plan`

Use to produce an evidence-backed edit plan and expected blast radius before implementation.

Best when the user asks "what do we need to change?" or "what might break?"
Pair with artifact tools when the plan needs a durable handoff.

Imports

`imports_deps`

Use to inspect direct imports and unresolved internal edges for one or more files.

`imports_impact`

Use to estimate downstream dependents and likely blast radius of changing a file/module.

`imports_hotspots`

Use to identify highly connected import hotspots.

`imports_cycles`

Use to detect or inspect circular dependencies.

Symbols

`symbols_of`

Use to list important symbols declared in a file.

`exports_of`

Use to list exported symbols from a file or module.

Feedback Logging

Log agent_feedback when a graph, import, or symbol result here was notably useful, partial, noisy, stale, wrong, or wasted the turn. Skip routine calls.

Required procedure (see /mako-ai:mako-guide for full rules and reason-code vocabulary):

Call recall_tool_runs to get the prior run's requestId. Do not fabricate one — if no run is recalled, skip feedback.
Call agent_feedback with referencedToolName, referencedRequestId, grade: "full" | "partial" | "no", reasonCodes from the starter vocabulary in /mako-ai:mako-guide, and a short reason.

Read the full file on GitHub · 105 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.

1mo ago First seen · 105 lines · 72 tokens per session scan A 58955df974ae

Subscribe to this mod's changes

mako-graph is a skill published in the GitHub repository drhalto/agentmako (54 stars, last pushed 2mo ago), licensed Apache-2.0. It adds 72 tokens to every session and 726 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 2026-08-30.

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mako-graph