401k Plan Decoder logo

401k Plan Decoder

CommunityPopular
mohitagw15856
401k-plan-decoder

Decode a 401k or workplace retirement plan — the real cost of its funds, the match's fine print, vesting math, and the plan features worth using or avoiding. Use when someone asks 'is my 401k any good', 'decode my 401k plan', 'which funds should I look at', or 'what fees am I paying'. Produces a fee decode in dollars-over-time, match and vesting math, a fund-lineup triage by cost, and the questions for HR or the plan administrator.

Overview

Publishermohitagw15856
Repositorypm-claude-skills
Skill name401k-plan-decoder
Stars
1.4K
Forks
240
Bundled files
Instructions only
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by mohitagw15856 on GitHub. Read the source before you install it.

Installation

Install the 401k Plan Decoder AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/mohitagw15856/pm-claude-skills.git /tmp/pm-claude-skills
mkdir -p .claude/skills
cp -r /tmp/pm-claude-skills/exports/openclaw/401k-plan-decoder .claude/skills/401k-plan-decoder
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable 401k Plan Decoder in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads 401k Plan Decoder on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so 401k Plan Decoder is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

401k Plan Decoder Skill

Nobody reads the 401k enrollment packet, which is how a 0.9% expense ratio quietly eats six figures of a career's compounding. This skill reads it: what the funds actually cost in dollars over time, what the match really promises once vesting and true-up fine print are applied, and which plan features (Roth option, brokerage window, loan terms) matter for this person. It decodes cost and structure — it never picks investments.

What This Skill Produces

  • The fee decode: each relevant expense ratio and admin fee converted to dollars-over-career on the user's numbers
  • Match math with the fine print applied: per-paycheck vs. annual true-up, vesting schedule, what leaving at year N forfeits
  • Fund-lineup triage by cost tier — where the cheap broad-market building blocks are, and which funds cost 10× a near-identical neighbor
  • Feature decode (Roth 401k, after-tax + conversions if offered, loans, brokerage window) and the questions for HR/administrator

Required Inputs

Ask for these only if they aren't already provided:

  • The plan documents — fund lineup with expense ratios (the fee disclosure / 404a-5 notice is the gold source), match formula, vesting schedule, summary plan description excerpts. Decode what's provided; list what's missing by name.
  • Their numbers — salary, current contribution %, balance, and age band — needed to make fees and match concrete.
  • Tenure expectation — vesting math is meaningless without it.

Framework: Severity Scale

  • 🔴 Can cost you real money — expense ratios ≥ ~0.75% on funds with cheap index alternatives in the same lineup (compute the career cost), per-participant admin fees charged to the employee on small balances, match computed per-paycheck without an annual true-up (front-loading or uneven contributions forfeit match — quote the formula), long cliff vesting against their expected tenure, contributing below the full match threshold (the only guaranteed 50–100% return in finance, being declined).
  • 🟡 Unusual — check before relying on it — target-date funds built from expensive underlying funds (decode the layered cost), loan provisions that require immediate repayment at separation, forced rollout of small balances, revenue-sharing arrangements buried in the fee notice.
  • 🟢 Standard — ordinary match formulas, graded vesting, a lineup containing low-cost index options; label the good parts explicitly — a decent plan deserves to be trusted.

Always show the arithmetic:

  1. Fee drag — balance and contributions compounded at a stated assumed return, with and without the fee delta, over the years to retirement age band; present the gap in dollars with assumptions labeled.
  2. Match math — the formula applied to their salary; the per-paycheck-vs-true-up check with a concrete forfeiture scenario if applicable.
  3. Vesting math — dollars forfeited if they leave at their stated expected tenure.

Output Format

401k Decode: [employer plan]

1. The verdict — is the match fully captured, what the fees cost over a career, and the one change worth making this week.

2. The fee decode — admin fees + expense ratios in dollars-over-time, arithmetic shown, assumptions labeled.

3. Match & vesting math — formula applied, true-up check, forfeiture at stated tenure.

4. Fund lineup triage

FundExpense ratioCost tierNote (cheap-neighbor comparison, layered costs)

5. Feature decode — Roth option, after-tax/conversion availability, loans, brokerage window — what each is, who it tends to matter for, flagged [to confirm] where the documents are silent.

6. Questions for HR / the administrator — missing documents, true-up confirmation in writing, fee-disclosure request.

End the artifact with, verbatim: "This is a plain-language reading, not legal/financial advice — laws vary by jurisdiction; confirm anything load-bearing with a qualified professional."

Quality Checks

  • Every fee is converted to dollars-over-time with assumptions labeled, never left as a percentage
  • The per-paycheck vs. true-up distinction is checked and quoted from the documents
  • Vesting forfeiture is computed at the user's stated tenure
  • Cost-tier triage compares funds within this lineup, not against the whole market
  • Missing documents are listed by name, and silent features are [to confirm]
  • The disclaimer line appears verbatim in the artifact

Anti-Patterns

  • Do not recommend specific funds or allocations — decode cost and structure; the picking is the user's (or their advisor's)
  • Do not invent fees or plan terms that aren't in the documents
  • Do not present the fee-drag projection as a prediction — it's an illustration with labeled assumptions
  • Do not soften the below-the-match finding — declining free money is the headline, say it plainly
  • Do not treat jurisdiction- and plan-specific rules (loans, withdrawals, protections) as universal

Based On

Participant-side plan review practice — fee-disclosure auditing, match-formula fine print, vesting math, lineup cost triage.

Frequently asked questions

What does the 401k Plan Decoder AI skill do?

Decode a 401k or workplace retirement plan — the real cost of its funds, the match's fine print, vesting math, and the plan features worth using or avoiding. Use when someone asks 'is my 401k any good', 'decode my 401k plan', 'which funds should I look at', or 'what fees am I paying'. Produces a fee decode in dollars-over-time, match and vesting math, a fund-lineup triage by cost, and the questions for HR or the plan administrator.

Why use 401k Plan Decoder on TypingMind?

Because you install it once and use it with any model. 401k Plan Decoder is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install 401k Plan Decoder in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/mohitagw15856/pm-claude-skills/tree/main/exports/openclaw/401k-plan-decoder. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use 401k Plan Decoder?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with 401k Plan Decoder?

As many as you like. As long as a model supports skills, you can use 401k Plan Decoder with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the 401k Plan Decoder AI skill free?

Yes. It is published on GitHub by mohitagw15856 under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

View all

Set up your own AI workspace now

Get notified about new features and future giveaways by subscribing to our newsletter 👇