generate-functional-from-backend

generate-functional-from-backend is a skill for Claude Code from accionlabs/breezeai-claude-plugin. It costs 170 tokens per session (7,053 once invoked), scanned B, original, no licence file.

A code-analysis skill that builds the system and external-system part of a functional graph from a backend repository. It examines entry points such as web routes, GraphQL operations, queues, events, and scheduled jobs.

In plain words
What is it for?
Use it to map backend behavior from each discovered entry point, including REST APIs, GraphQL, background messages, and scheduled tasks.
Why use it?
It turns scattered backend handlers into a structured view of how the software connects to outside systems.

Skill for Claude Code

Written for Claude Code: argument-hint in frontmatter.

Part of the breeze plugin — 28 skills, 10 agents, 1 MCP server shipped together

Good fit Use it to map backend behavior from each discovered entry point, including REST APIs, GraphQL, background messages, and scheduled tasks.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/accionlabs/breezeai-claude-plugin/generate-functional-from-backend
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 accionlabs/breezeai-claude-plugin --skill generate-functional-from-backend
Clone the repo
git clone --depth 1 https://github.com/accionlabs/breezeai-claude-plugin

Made for: Claude Code.

Or install breeze, the plugin that ships this one along with the rest of its 28 skills, 10 agents, 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 generate-functional-from-backend

README.md
[![agentmods](https://agentmods.dev/badge/skills/accionlabs/breezeai-claude-plugin/generate-functional-from-backend/github.svg)](https://agentmods.dev/skills/accionlabs/breezeai-claude-plugin/generate-functional-from-backend)
Your own site
<a href="https://agentmods.dev/skills/accionlabs/breezeai-claude-plugin/generate-functional-from-backend"><img src="https://agentmods.dev/badge/skills/accionlabs/breezeai-claude-plugin/generate-functional-from-backend/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 generate-functional-from-backend

Your own site · 80×15
<a href="https://agentmods.dev/skills/accionlabs/breezeai-claude-plugin/generate-functional-from-backend"><img src="https://agentmods.dev/badge/skills/accionlabs/breezeai-claude-plugin/generate-functional-from-backend.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 170 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 7,053 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 2 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown 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 $0.00170 $0.07053
Opus 5 $0.00085 $0.03527
Sonnet 5 $0.00034 $0.01411
Haiku 4.5 $0.00017 $0.00705

Measured yesterday against content hash 117c728fc95d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade B, and why

generate-functional-from-backend scanned grade B with 2 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 yesterday.

The scan reads SKILL.md. This mod also ships 1 executable file (validators/validate.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

Sends data to an external URLmediumData exfiltration

A POST to an outside endpoint may be telemetry or may be exfiltration; either way the mod talks to somewhere, and you should know where.

| Upsert | MCP `bulk_update_functional_nodes` (arg-size limit clips large payloads) | **Sub-agent POSTs directly** to `/functional-graph/v2/upsert` with `api-key:` header via `curl --data-binary @file` — payload never cr

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

| Upsert | MCP `bulk_update_functional_nodes` (arg-size limit clips large payloads) | **Sub-agent POSTs directly** to `/functional-graph/v2/upsert` with `api-key:` header via `curl --data-binary @file` — payload never cr
skills/generate-functional-from-backend/SKILL.md · 390 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Files

What ships with it

5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. yesterday Changed · +1 lines 117c728fc95d
  2. 12d ago First seen · 389 lines · 170 tokens per session scan B 31083bb40a34

Subscribe to this mod's changes

generate-functional-from-backend is a skill published in the GitHub repository accionlabs/breezeai-claude-plugin (2 stars, last pushed yesterday), with no licence file. It adds 170 tokens to every session and 7,053 once invoked, about $0.0009 per session on Opus 5. A static security scan graded it B with 2 findings (sends data to an external url, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Related

Other skills, from other repositories

printing-press-amend

Amend a published CLI from one of two input sources: (1) dogfood mode mines the active Claude Code session transcript for friction (missing flags, hand- rolled API payloads, silent-null returns); (2) direct-input mode accepts user-supplied asks (rename a command, add commands or feeds, fix a named bug, optionally…

mvanhorn/cli-printing-press · 222 tokens

convex-performance-audit

Audits Convex performance for reads, subscriptions, write contention, and function limits. Use for slow features, insights findings, OCC conflicts, or read amplification.

openclaw/clawhub · 38 tokens

convex-insights

Query a running Convex app's logs + health in natural language (official MCP): failures, slow/expensive functions, deploy causality — scoped, evidence-backed, with a dashboard deep link.

openclaw/clawhub · 45 tokens

ssl-proxy-troubleshoot

Systematic workflow for troubleshooting SSL/proxy connectivity issues with government websites.

HKUDS/OpenSpace · 20 tokens

diagnose-backend-bug

Diagnose a bounded backend or multi-service failure from GitHub Issues, Jira, Aone, user-provided exports, logs, traces, responses, stack traces, or job records. Use when a service, API, RPC, worker, queue, CLI, or scheduled job bug needs correlation through the project's existing observability route before repair; do…

QoderAI/better-harness · 87 tokens

platform-apex-anonymous-run

Use this skill to run anonymous Apex against the connected Salesforce org — from a .apex file or a pasted snippet — capturing the debug log, surfacing compile and runtime errors, and summarizing results. Trigger on phrases like "run this anonymous apex", "execute this script against my org", "run this snippet of…

forcedotcom/sf-skills · 159 tokens