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Agent skill

Remofirst Local Dev Loop

by jeremylongshore in jeremylongshore/tons-of-skills-marketplace

Rehearse RemoFirst imports, report reconciliation, and operator controls offline with synthetic fixtures before touching a client account.

MITAuto-check passedBusiness, Finance & HR

Install Remofirst Local Dev Loop

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill remofirst-local-dev-loop -a claude-code

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

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace remofirst-local-dev-loop --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/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/remofirst-local-dev-loop .claude/skills/remofirst-local-dev-loop && 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
remofirst-local-dev-loop
GitHub stars
2.8k
Token cost
~1.1k tokens
SKILL.md length
477 words
Files
2 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Rehearse RemoFirst imports, report reconciliation, and operator controls offline with synthetic fixtures before touching a client account.

  • Works in 7 steps: Name the workflow, source article,… → Generate synthetic identities,… → Encode field names, types,… → …
  • Testing CSV mappings
  • SKILL.md covers Overview, Prerequisites, Current Contract and Instructions, plus 7 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Remofirst Local Dev Loop is an agent skill from jeremylongshore/tons-of-skills-marketplace. Rehearse RemoFirst imports, report reconciliation, and operator controls offline with synthetic fixtures before touching a client account. Use when testing CSV mappings, payroll controls, or connector cutovers. Trigger with "RemoFirst local rehearsal", "test RemoFirst import", or "RemoFirst dry run".

Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/official-docs.md`). Compatibility notes: Designed for Claude Code; live RemoFirst access requires an approved client account and explicit operator action

It sits in Business, Finance & HR, covering Accounting and bookkeeping and CSV and tabular files. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.

When your agent uses it

  • Testing CSV mappings
  • Payroll controls
  • Connector cutovers
  • With RemoFirst local rehearsal

Example prompts

  • “RemoFirst local rehearsal”
  • “test RemoFirst import”
  • “RemoFirst dry run”
  • “/remofirst-local-dev-loop”

Requirements

  • Compatibility (from SKILL.md): Designed for Claude Code; live RemoFirst access requires an approved client account and explicit operator action
  • Pre-approved tools (allowed-tools): Read, Glob, Grep, Write, Edit

Workflow steps

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

  1. Name the workflow, source article, fixture schema, assumptions, and the provider
  2. Generate synthetic identities, countries, amounts, dates, and record keys.
  3. Encode field names, types, required/optional rules, uniqueness, rounding, and
  4. Add positive fixtures plus missing header, duplicate, invalid decimal, unknown
  5. Run deterministic parsing and reconciliation: input, accepted, rejected,
  6. Produce a preview and rollback/checkpoint design. Do not create a live import
  7. Mark PASS only for local controls. Record live validation as PENDING and assign

What it can do on your machine

Read from SKILL.md and the folder at commit cfae287. 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:

    • Read
    • Glob
    • Grep
    • Write
    • Edit

    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

    Designed for Claude Code; live RemoFirst access requires an approved client account and explicit operator action

    From compatibility in the SKILL.md frontmatter.

Context cost

Remofirst Local Dev Loop loads about 1.1k tokens when it runs, and up to ~1.5k if it reads all its reference files. Until then it costs about 82 tokens; SKILL.md has 477 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~82
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.5k

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 jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 477 words, ~1,118 tokens.

Download SKILL.mdSave it as .claude/skills/remofirst-local-dev-loop/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
remofirst-local-dev-loop
description
Rehearse RemoFirst imports, report reconciliation, and operator controls offline with synthetic fixtures before touching a client account. Use when testing CSV mappings, payroll controls, or connector cutovers. Trigger with "RemoFirst local rehearsal", "test RemoFirst import", or "RemoFirst dry run".
allowed-tools
Read, Glob, Grep, Write, Edit
compatibility
Designed for Claude Code; live RemoFirst access requires an approved client account and explicit operator action
argument-hint
<workflow> <fixture-directory>
version
2.0.0
license
MIT
author
Jeremy Longshore <jeremy@intentsolutions.io>
tags
saas, remofirst, testing, reconciliation, data-import
model
inherit
effort
high

RemoFirst Offline Workflow Rehearsal

Overview

Validate mappings and controls with synthetic data against RemoFirst's documented dashboard reports, two-column contractor-timesheet CSV upload, and named Workday/ADP connectors, which do not include a general public sandbox API. A local loop must therefore model documented inputs and decisions without claiming provider execution parity.

Prerequisites

  • The workflow and current first-party source that defines its fields.
  • A fixture directory containing synthetic—not anonymized production—records.
  • Expected counts, invariants, failure cases, and approval owner.

Current Contract

  • Contractor monthly timesheet CSV requires exactly Email and Total Monthly Hours; emails must match active accounts and hours allow up to two decimals.
  • Downloadable reports include employee and contractor data and are sensitive.
  • Workday mapping and sync semantics are documented separately; local fixtures are a model and cannot prove live connector behavior.

Instructions

  1. Name the workflow, source article, fixture schema, assumptions, and the provider behavior that the rehearsal explicitly cannot prove.
  2. Generate synthetic identities, countries, amounts, dates, and record keys. Reject copied or merely masked production rows.
  3. Encode field names, types, required/optional rules, uniqueness, rounding, and allowed state transitions from the reviewed source.
  4. Add positive fixtures plus missing header, duplicate, invalid decimal, unknown identity, wrong period, stale mapping, and unsafe-field cases.
  5. Run deterministic parsing and reconciliation: input, accepted, rejected, duplicate, and output totals must balance.
  6. Produce a preview and rollback/checkpoint design. Do not create a live import file until a human approves both mapping and data source.
  7. Mark PASS only for local controls. Record live validation as PENDING and assign an approved operator for the later dashboard step.

Tool Discipline

Use Read, Glob, and Grep to inspect schemas and fixtures. Use Write/Edit only for approved synthetic fixtures, mappings, tests, and reports. Do not log in, download live reports, upload CSV, or access a private interface.

Show full SKILL.md (178 more words)Show less

Approval Boundaries

Require approval before using any export, generating a live upload, opening a worker record, or running the documented dashboard/connector operation. Local PASS does not authorize production use.

Output

Return workflow/source, synthetic-fixture manifest, mapping version, invariants, test matrix, reconciliation counts, assumptions, unproven provider behavior, rollback design, live-validation owner, and approval state.

Error Handling

  • Production-like data detected: quarantine and replace with synthetic fixtures.
  • Schema source missing: block; do not infer fields from stale examples.
  • Reconciliation mismatch: fail without producing a candidate upload.
  • Provider behavior unknown: label it PENDING rather than simulating certainty.

Examples

  • A contractor-hours fixture with the two documented headers can test decimals, duplicates, and unknown users without containing real email addresses.
  • "Download production workers for better fixtures" is rejected.
  • A local Workday mapping test states that it cannot prove scheduled sync behavior.

Validation

  • Fixtures are demonstrably synthetic and contain no credentials or personal data.
  • Counts balance and every rejected case has a deterministic reason.
  • Local and live acceptance criteria are clearly separated.

Resources

See references/official-docs.md for the reviewed timesheet, report, Workday, ADP, payroll, and support contracts.

© jeremylongshore, 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 skills/.curated/remofirst-local-dev-loop of jeremylongshore/tons-of-skills-marketplace.

  • SKILL.md
  • references/official-docs.md

Open the folder on GitHubat commit cfae287

Compare with similar skills

Remofirst Local Dev Loop 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.

Remofirst Local Dev Loop compared with similar skills
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Remofirst Local Dev Loop this skilljeremylongshore/tons-of-skills-marketplace2.8k—~1.1kAutomated safety check: PassMIT
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Mx Macro Datahiboys/ExploreFinance365—~1.7kAutomated safety check: PassNone
Map Tokenreportazalio/map-framework156—~2.5kAutomated safety check: PassMIT
Subscription Revenue TrackerLeoYeAI/openclaw-master-skills2.2k—~5kAutomated safety check: PassMIT

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Categories

Questions about Remofirst Local Dev Loop

What does Remofirst Local Dev Loop do?

Rehearse RemoFirst imports, report reconciliation, and operator controls offline with synthetic fixtures before touching a client account. Remofirst Local Dev Loop is an agent skill from jeremylongshore/tons-of-skills-marketplace. Rehearse RemoFirst imports, report reconciliation, and operator controls offline with synthetic fixtures before touching a client account.

When should I use Remofirst Local Dev Loop?

Remofirst Local Dev Loop fits situations like: testing CSV mappings; payroll controls; connector cutovers; with RemoFirst local rehearsal.

How do I install Remofirst Local Dev Loop in Claude Code?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill remofirst-local-dev-loop -a claude-code`. Or copy the skill folder (skills/.curated/remofirst-local-dev-loop in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/remofirst-local-dev-loop in your project. Claude Code loads it when a task matches its description.

How do I install Remofirst Local Dev Loop in Codex?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill remofirst-local-dev-loop -a codex`. Or copy the skill folder (skills/.curated/remofirst-local-dev-loop in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/remofirst-local-dev-loop in your project. Codex loads it when a task matches its description.

Can I use Remofirst Local Dev Loop 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 jeremylongshore/tons-of-skills-marketplace --skill remofirst-local-dev-loop -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/remofirst-local-dev-loop, .gemini/skills/remofirst-local-dev-loop, .github/skills/remofirst-local-dev-loop and .opencode/skills/remofirst-local-dev-loop in your project.

What does Remofirst Local Dev Loop need to run?

SKILL.md names no scripts, command-line tools or credentials: Remofirst Local Dev Loop is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Glob, Grep, Write, Edit. Compatibility (from SKILL.md): Designed for Claude Code; live RemoFirst access requires an approved client account and explicit operator action.

Does Remofirst Local Dev Loop 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 Remofirst Local Dev Loop 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 Remofirst Local Dev Loop use?

Remofirst Local Dev Loop 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 Remofirst Local Dev Loop use?

About 1.1k tokens (SKILL.md is roughly 4.5k 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 353 tokens, read only when the agent opens those files.

What are the alternatives to Remofirst Local Dev Loop?

Skills that share tags, products or a category with Remofirst Local Dev Loop: Beancount Import (bex-co/beancount-io, 297 stars), Journal (kazukinagata/shinkoku, 365 stars), Mx Macro Data (hiboys/ExploreFinance, 365 stars) and Map Tokenreport (azalio/map-framework, 156 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Remofirst Local Dev Loop?

jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.

Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.