Agent skill

Frappe Agent Interpreter

by Impertio-Studio in Impertio-Studio/Frappe_Claude_Skill_Package

A skill your agent uses when receiving vague or unclear ERPNext/Frappe development requests that need interpretation.

MITAuto-check passedAgent Workflows

Install Frappe Agent Interpreter

skills CLI
$ npx skills add Impertio-Studio/Frappe_Claude_Skill_Package --skill frappe-agent-interpreter -a claude-code

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

GitHub CLI
$ gh skill install Impertio-Studio/Frappe_Claude_Skill_Package frappe-agent-interpreter --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/Impertio-Studio/Frappe_Claude_Skill_Package.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/source/agents/frappe-agent-interpreter .claude/skills/frappe-agent-interpreter && 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
frappe-agent-interpreter
GitHub stars
188
Token cost
~3.2k tokens
SKILL.md length
876 words
Files
4 (incl. references)
Skills in repo
61
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when receiving vague or unclear ERPNext/Frappe development requests that need interpretation.

  • Works in 6 steps: WHAT Questions → WHEN Questions → WHO Questions → …
  • Receiving vague
  • SKILL.md covers When to Use This Agent, Interpretation Workflow, Mechanism Selection Matrix and Clarifying Questions Framework, plus 6 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Frappe Agent Interpreter is an agent skill from Impertio-Studio/Frappe_Claude_Skill_Package. Use when receiving vague or unclear ERPNext/Frappe development requests that need interpretation. Transforms requirements like 'make invoice auto-calculate' or 'add approval workflow' into concrete technical specifications. Determines which Frappe mechanisms to use and maps to the full 61-skill catalog. Keywords: vague requirement, clarify scope, translate business need, technical spec, implementation plan, what does this mean, unclear requirement, translate to code, how to build this.

Its SKILL.md is about 3.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `references/checklists.md`, `references/examples.md` and `references/workflow.md`). Compatibility notes: Claude Code, Claude.ai Projects, Claude API. Frappe v14-v16.

It sits in Agent Workflows, covering Planning and Forms and invoices. The repository describes itself as: 60 deterministic Claude AI skills for Frappe Framework & ERPNext v14-v16 development and operations. The licence is MIT.

When your agent uses it

  • Receiving vague
  • Unclear ERPNext/Frappe development requests that need interpretation

Example prompts

  • “make invoice auto-calculate”
  • “add approval workflow”
  • “/frappe-agent-interpreter”

Requirements

  • Python 3
  • Compatibility (from SKILL.md): Claude Code, Claude.ai Projects, Claude API. Frappe v14-v16.

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. WHAT Questions
  2. WHEN Questions
  3. WHO Questions
  4. WHERE Questions
  5. ERROR Questions
  6. VERSION Questions (v16 considerations)

What it can do on your machine

Read from SKILL.md and the folder at commit 36cfa80. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).

    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

    Claude Code, Claude.ai Projects, Claude API. Frappe v14-v16.

    From compatibility in the SKILL.md frontmatter.

Context cost

Frappe Agent Interpreter loads about 3.2k tokens when it runs, and up to ~9k if it reads all its reference files. Until then it costs about 129 tokens; SKILL.md has 876 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~129
When it runs · the whole SKILL.md, loaded when a task matches
~3.2k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~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 Impertio-Studio/Frappe_Claude_Skill_Package at commit 36cfa80, republished under its MIT licence (© Impertio-Studio). 876 words, ~3,171 tokens.

Download SKILL.mdSave it as .claude/skills/frappe-agent-interpreter/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.
name
frappe-agent-interpreter
description
Use when receiving vague or unclear ERPNext/Frappe development requests that need interpretation. Transforms requirements like 'make invoice auto-calculate' or 'add approval workflow' into concrete technical specifications. Determines which Frappe mechanisms to use and maps to the full 61-skill catalog. Keywords: vague requirement, clarify scope, translate business need, technical spec, implementation plan, what does this mean, unclear requirement, translate to code, how to build this.
compatibility
Claude Code, Claude.ai Projects, Claude API. Frappe v14-v16.
license
MIT
metadata.author
OpenAEC-Foundation
metadata.version
2.0

Frappe Code Interpreter Agent

Transforms vague or incomplete Frappe/ERPNext development requests into clear, actionable technical specifications mapped to the full 61-skill catalog.

Purpose: Bridge the gap between "what the user wants" and "what needs to be built"

When to Use This Agent

USER REQUEST ANALYSIS
|
+-- Request is vague/incomplete
|   "Make the invoice do something when submitted"
|   --> USE THIS AGENT
|
+-- Request lacks technical specifics
|   "Add approval before order confirmation"
|   --> USE THIS AGENT
|
+-- Multiple implementation paths possible
|   "Automate inventory updates"
|   --> USE THIS AGENT
|
+-- Request has clear technical specs already
|   "Create Server Script on validate for Sales Invoice"
|   --> Skip agent, use relevant frappe-* skills directly

Interpretation Workflow

STEP 1: EXTRACT INTENT
  - What is the business problem?
  - What should happen? When? To what data?
  - Who should be affected (roles/users)?

STEP 2: IDENTIFY TRIGGER CONTEXT
  - Document lifecycle event? (save/submit/cancel)
  - User action? (button click, field change)
  - Time-based? (daily, hourly, cron)
  - External event? (webhook, API call)

STEP 3: DETERMINE MECHANISM
  - Client Script, Server Script, or Controller?
  - Hooks configuration needed?
  - Custom app required?
  - v16 extend_doctype_class applicable?

STEP 4: GENERATE SPECIFICATION
  - DocType(s), event/trigger, mechanism, data flow
  - Error handling requirements
  - Version compatibility (v14/v15/v16)

STEP 5: MAP TO SKILLS
  - List required frappe-* skills from full catalog
  - Note dependencies between skills

See references/workflow.md for detailed steps.

Mechanism Selection Matrix

Requirement PatternMechanismCustom App?
"Auto-calculate on form"Client Script + Server ScriptNo
"Validate before save"Server Script (validate)No
"Send notification after submit"Server Script (on_submit)No
"Add button to form"Client ScriptNo
"Scheduled report/sync"hooks.py scheduler_eventsYes
"Filter list per user"Server Script (Permission Query)No
"Custom REST API"Server Script (API) or @frappe.whitelist()Depends
"Complex transaction with rollback"ControllerYes
"External library needed (requests)"ControllerYes
"Approval workflow"Built-in Workflow + optional Server ScriptNo
"Print format customization"Jinja template (Print Format)No
"Custom report"Script Report or Query ReportDepends
"Background processing"frappe.enqueue()Yes
"File upload handling"Controller + File hooksYes
"Cache invalidation"Cache API + hooksYes
"Website/portal page"Web template + routingYes
"UI component (dashboard, etc.)"Page or Custom PageYes

Clarifying Questions Framework

1. WHAT Questions
  • What DocType(s) are involved?
  • What data needs to change?
  • What should the outcome be?
2. WHEN Questions
  • On form load? On field change? Before/after save?
  • Before/after submit? On a schedule? Button click?
3. WHO Questions
  • All users? Specific roles? Document owner only?
4. WHERE Questions
  • In the form (UI)? Database only? Report? External system?
5. ERROR Questions
  • Block the operation? Show warning? Log silently?
6. VERSION Questions (v16 considerations)
  • Target single version or multi-version compatibility?
  • Can we use extend_doctype_class (v16) or need doc_events (v14+)?
  • Type annotations desired? (v16 best practice)

Output Specification Template

ALWAYS generate specifications in this format:

markdown
## Technical Specification

### Summary
[One sentence describing what will be built]

### Business Requirement
[Original user request, clarified]

### Implementation

| Aspect | Value |
|--------|-------|
| **DocType(s)** | [List] |
| **Trigger** | [Event/action] |
| **Mechanism** | [Client Script / Server Script / Controller / etc.] |
| **Version** | [v14 / v15 / v16 / all] |

### Data Flow
1. [Step 1]
2. [Step 2]

### Error Handling
[Strategy]

### Required Skills
- [ ] frappe-skill-name - for [purpose]

### Validation Criteria
[How to verify it works]

Complete Skill Catalog (61 skills)

Syntax Layer (11 skills)
SkillUse For
frappe-syntax-clientscriptsClient Script JS syntax
frappe-syntax-serverscriptsServer Script Python sandbox syntax
frappe-syntax-controllersController class syntax
frappe-syntax-hookshooks.py configuration syntax
frappe-syntax-hooks-eventsDocument event hook syntax
frappe-syntax-whitelisted@frappe.whitelist() syntax
frappe-syntax-jinjaJinja template syntax
frappe-syntax-schedulerScheduler/enqueue syntax
frappe-syntax-customappApp structure syntax
frappe-syntax-doctypesDocType JSON definition syntax
frappe-syntax-reportsReport definition syntax
Core Layer (7 skills)
SkillUse For
frappe-core-databaseDatabase operations, ORM, raw SQL
frappe-core-permissionsPermission system, roles, rules
frappe-core-apiREST API, resource API
frappe-core-workflowWorkflow engine, states, transitions
frappe-core-notificationsEmail, push, system notifications
frappe-core-filesFile upload, attachment, storage
frappe-core-cacheRedis cache, cache invalidation
Implementation Layer (12 skills)
SkillUse For
frappe-impl-clientscriptsClient Script implementation patterns
frappe-impl-serverscriptsServer Script implementation patterns
frappe-impl-controllersController implementation patterns
frappe-impl-hooksHook implementation patterns
frappe-impl-whitelistedWhitelisted method patterns
frappe-impl-jinjaJinja template patterns
frappe-impl-schedulerScheduled task/background job patterns
frappe-impl-customappCustom app development workflow
frappe-impl-reportsReport building patterns
frappe-impl-workflowWorkflow implementation patterns
frappe-impl-websiteWebsite/portal development
frappe-impl-ui-componentsUI component patterns
frappe-impl-integrationsExternal system integration
Error Layer (7 skills)
SkillUse For
frappe-errors-clientscriptsClient Script error patterns
frappe-errors-serverscriptsServer Script error patterns
frappe-errors-controllersController error patterns
frappe-errors-hooksHook error patterns
frappe-errors-apiAPI error patterns
frappe-errors-permissionsPermission error patterns
frappe-errors-databaseDatabase error patterns
Ops Layer (8 skills)
SkillUse For
frappe-ops-benchBench CLI commands
frappe-ops-deploymentProduction deployment
frappe-ops-backupBackup and restore
frappe-ops-performancePerformance tuning
frappe-ops-upgradesVersion upgrade procedures
frappe-ops-cloudCloud hosting (FC, AWS, etc.)
frappe-ops-app-lifecycleApp versioning and releases
frappe-ops-frontend-buildFrontend asset building
Show full SKILL.md (352 more words)Show less
Testing Layer (2 skills)
SkillUse For
frappe-testing-unitUnit and integration tests
frappe-testing-cicdCI/CD pipeline setup
Agent Layer (5 skills)
SkillUse For
frappe-agent-interpreterTHIS SKILL - requirement interpretation
frappe-agent-validatorCode validation before deployment
frappe-agent-debuggerDebugging Frappe issues
frappe-agent-migratorData migration planning
frappe-agent-architectArchitecture decision-making

Skill Dependencies Map

MechanismRequired Skills
Client Scriptfrappe-syntax-clientscripts, frappe-impl-clientscripts, frappe-errors-clientscripts
Server Script (Doc Event)frappe-syntax-serverscripts, frappe-impl-serverscripts, frappe-errors-serverscripts
Server Script (API)frappe-syntax-serverscripts, frappe-core-api, frappe-errors-api
Server Script (Scheduler)frappe-syntax-serverscripts, frappe-syntax-scheduler, frappe-impl-scheduler
Server Script (Permission)frappe-syntax-serverscripts, frappe-core-permissions, frappe-errors-permissions
Controllerfrappe-syntax-controllers, frappe-impl-controllers, frappe-errors-controllers
Hooksfrappe-syntax-hooks, frappe-impl-hooks, frappe-errors-hooks
Custom Appfrappe-syntax-customapp, frappe-impl-customapp, frappe-ops-bench
Jinja Templatefrappe-syntax-jinja, frappe-impl-jinja
Database Operationsfrappe-core-database, frappe-errors-database
Whitelisted Methodfrappe-syntax-whitelisted, frappe-impl-whitelisted
Workflowfrappe-core-workflow, frappe-impl-workflow
Reportsfrappe-syntax-reports, frappe-impl-reports
Website/Portalfrappe-impl-website, frappe-syntax-jinja
Integrationfrappe-impl-integrations, frappe-impl-customapp
Background Jobsfrappe-impl-scheduler, frappe-syntax-scheduler
Testingfrappe-testing-unit, frappe-testing-cicd
Deploymentfrappe-ops-deployment, frappe-ops-bench

Common Pattern Recognition

User PhraseMechanismKey Skills
"auto-calculate", "automatically fill"Client Script + Server Scriptfrappe-impl-clientscripts, frappe-impl-serverscripts
"validate", "check before save"Server Script (validate)frappe-impl-serverscripts
"prevent", "block", "don't allow"Server Script + frappe.throw()frappe-errors-serverscripts
"send email", "notify"Server Script or Notificationfrappe-core-notifications
"sync", "integrate", "API"Controller (custom app)frappe-impl-integrations
"every day", "schedule"Scheduler or hooks.pyfrappe-impl-scheduler
"only see their own"Permission Queryfrappe-core-permissions
"approval", "authorize"Built-in Workflowfrappe-core-workflow, frappe-impl-workflow
"add button", "custom action"Client Scriptfrappe-impl-clientscripts
"print format", "PDF"Jinja Templatefrappe-impl-jinja
"report", "dashboard"Script/Query Reportfrappe-impl-reports
"deploy", "go live"Deployment workflowfrappe-ops-deployment
"test", "CI"Testing frameworkfrappe-testing-unit
"cache", "performance"Cache + optimizationfrappe-core-cache, frappe-ops-performance

Version Awareness

ALWAYS consider version compatibility:

Featurev14v15v16
Server Script sandboxYesYesYes
extend_doctype_classNoNoYes
Chrome PDF renderingNoNoYes
Data maskingNoNoYes
UUID naming ruleNoNoYes
Type annotations (best practice)NoNoYes
Scheduler tick (seconds)2406060
job_id dedupNoYesYes

Agent Output Checklist

Before completing interpretation, ALWAYS verify:

  • Business requirement is clear and unambiguous
  • Trigger/event is identified
  • Mechanism is selected with justification
  • DocType(s) are specified
  • Data flow is documented
  • Error handling approach is defined
  • Version compatibility is noted (v14/v15/v16)
  • Required frappe-* skills are listed from full catalog
  • Validation criteria are defined
  • v16 considerations noted (extend_doctype_class, type annotations)

See references/checklists.md for detailed checklists. See references/examples.md for interpretation examples.

© Impertio-Studio, 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 3 other files (references) in skills/source/agents/frappe-agent-interpreter of Impertio-Studio/Frappe_Claude_Skill_Package.

  • SKILL.md
  • references/checklists.md
  • references/examples.md
  • references/workflow.md

Open the folder on GitHubat commit 36cfa80

Compare with similar skills

Frappe Agent Interpreter 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.

Frappe Agent Interpreter compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Frappe Agent Interpreter this skillImpertio-Studio/Frappe_Claude_Skill_Package188—~3.2kAutomated safety check: PassMIT
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Interview Meaddyosmani/agent-skills103k6 repos~3.8kAutomated safety check: PassMIT
OpenSpec Guided OnboardingFission-AI/OpenSpec71k1 repos~4.5kAutomated safety check: PassMIT
Writing Plansgeeksblabla/stateofdev.ma16357 repos~661Automated safety check: PassNone
Subagent Driven DevelopmentAsvarox/allkaraoke26137 repos~1.2kAutomated safety check: PassNone

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Categories

Questions about Frappe Agent Interpreter

What does Frappe Agent Interpreter do?

A skill your agent uses when receiving vague or unclear ERPNext/Frappe development requests that need interpretation. Frappe Agent Interpreter is an agent skill from Impertio-Studio/Frappe_Claude_Skill_Package. Use when receiving vague or unclear ERPNext/Frappe development requests that need interpretation.

When should I use Frappe Agent Interpreter?

Frappe Agent Interpreter fits situations like: receiving vague; unclear ERPNext/Frappe development requests that need interpretation.

How do I install Frappe Agent Interpreter in Claude Code?

Run `npx skills add Impertio-Studio/Frappe_Claude_Skill_Package --skill frappe-agent-interpreter -a claude-code`. Or copy the skill folder (skills/source/agents/frappe-agent-interpreter in Impertio-Studio/Frappe_Claude_Skill_Package) into .claude/skills/frappe-agent-interpreter in your project. Claude Code loads it when a task matches its description.

How do I install Frappe Agent Interpreter in Codex?

Run `npx skills add Impertio-Studio/Frappe_Claude_Skill_Package --skill frappe-agent-interpreter -a codex`. Or copy the skill folder (skills/source/agents/frappe-agent-interpreter in Impertio-Studio/Frappe_Claude_Skill_Package) into .agents/skills/frappe-agent-interpreter in your project. Codex loads it when a task matches its description.

Can I use Frappe Agent Interpreter 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 Impertio-Studio/Frappe_Claude_Skill_Package --skill frappe-agent-interpreter -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/frappe-agent-interpreter, .gemini/skills/frappe-agent-interpreter, .github/skills/frappe-agent-interpreter and .opencode/skills/frappe-agent-interpreter in your project.

What does Frappe Agent Interpreter need to run?

SKILL.md names no scripts, command-line tools or credentials: Frappe Agent Interpreter is instructions for the agent only. Our summary lists: Python 3. Compatibility (from SKILL.md): Claude Code, Claude.ai Projects, Claude API. Frappe v14-v16..

Does Frappe Agent Interpreter 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 Frappe Agent Interpreter 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 Frappe Agent Interpreter use?

Frappe Agent Interpreter is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Frappe Agent Interpreter use?

About 3.2k tokens (SKILL.md is roughly 13k 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 5.9k tokens, read only when the agent opens those files.

What are the alternatives to Frappe Agent Interpreter?

Skills that share tags, products or a category with Frappe Agent Interpreter: Executing Plans Inline (obra/superpowers, 297k stars), Interview Me (addyosmani/agent-skills, 103k stars), OpenSpec Guided Onboarding (Fission-AI/OpenSpec, 71k stars) and Writing Plans (geeksblabla/stateofdev.ma, 163 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Frappe Agent Interpreter?

Impertio-Studio (a GitHub organization) maintains it in Impertio-Studio/Frappe_Claude_Skill_Package, which has 188 GitHub stars. The repository holds 61 skills in this directory. The repository was last updated on September 17, 2026.

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