Agent skill

Serenity

by questflowai in questflowai/investorskills

A skill your agent uses when evaluating US stocks through Serenity / @aleabitoreddit's AI and semiconductor supply-chain lens: upstream chokepoints, photonics/CPO bottlenecks, hyperscaler capex…

MITAuto-check passedSecurity

Install Serenity

skills CLI
$ npx skills add questflowai/investorskills --skill serenity -a claude-code

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

GitHub CLI
$ gh skill install questflowai/investorskills serenity --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/questflowai/investorskills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/serenity .claude/skills/serenity && 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
serenity
GitHub stars
1.9k
Token cost
~935 tokens
SKILL.md length
412 words
Files
2
Skills in repo
63
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when evaluating US stocks through Serenity / @aleabitoreddit's AI and semiconductor supply-chain lens: upstream chokepoints, photonics/CPO bottlenecks, hyperscaler capex…

  • Works in 8 steps: Start from downstream demand:… → Reverse-map the bill of materials and… → Identify chokepoints: single-vendor,… → …
  • Evaluating US stocks through Serenity / @aleabitoreddits AI and semiconductor supply-chain lens: upstream chokepoints
  • SKILL.md covers When To Use, Do Not Use When, Inputs Needed and Process, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Serenity is an agent skill from questflowai/investorskills. Use when evaluating US stocks through Serenity / @aleabitoreddit's AI and semiconductor supply-chain lens: upstream chokepoints, photonics/CPO bottlenecks, hyperscaler capex, institutional rotation, dilution risk, and thesis validation.

Its SKILL.md is about 940 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `invest.md`).

It sits in Security, covering Supply chain security and Essays and academic help. The repository describes itself as: Investor Skills is an open-source library that turns durable investing judgment into portable, structured formats. It collects how great investors think, filter opportunities… The licence is MIT.

When your agent uses it

  • Evaluating US stocks through Serenity / @aleabitoreddits AI and semiconductor supply-chain lens: upstream chokepoints
  • Photonics/CPO bottlenecks
  • Hyperscaler capex
  • Institutional rotation

Example prompts

  • “/serenity”

Workflow steps

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

  1. Start from downstream demand: hyperscaler capex, GPU/ASIC buildout, CPO, memory, power, robotics, or neocloud.
  2. Reverse-map the bill of materials and supply chain upstream.
  3. Identify chokepoints: single-vendor, duopoly, scarce material, qualification bottleneck, or capacity constraint.
  4. Compare chokepoint importance to market cap, revenue ramp, and valuation.
  5. Check validation: contracts, earnings, customer qualification, industry commentary, capex commitments, or M&A logic.
  6. Penalize dilution, ATM filings, SBC, poor financing quality, and weak balance sheets.
  7. Separate article-level thesis, reply-level idea, no-position idea, and stale post.
  8. Produce a bull case, bear case, invalidation, and position-risk warning.

What it can do on your machine

Read from SKILL.md and the folder at commit 2844d78. 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.

Context cost

Serenity loads about 935 tokens when it runs. Until then it costs about 61 tokens; SKILL.md has 412 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~61
When it runs · the whole SKILL.md, loaded when a task matches
~935

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 questflowai/investorskills at commit 2844d78, republished under its MIT licence (© questflowai). 412 words, ~935 tokens.

Download SKILL.mdSave it as .claude/skills/serenity/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
serenity
description
Use when evaluating US stocks through Serenity / @aleabitoreddit's AI and semiconductor supply-chain lens: upstream chokepoints, photonics/CPO bottlenecks, hyperscaler capex, institutional rotation, dilution risk, and thesis validation.
invest
./invest.md

Serenity Supply-Chain Chokepoints

Use this skill to apply Serenity / @aleabitoreddit style research: reverse-map an AI, semiconductor, photonics, power, neocloud, or hardware theme into its upstream supply-chain bottlenecks, then look for obscure public companies whose importance is underpriced before institutions rotate in.

When To Use

Use this skill when the user asks for:

  • AI/semiconductor supply-chain analysis
  • Photonics, CPO, optical transceiver, InP, SiPh, memory, power/grid, rare-earth, robotics, or neocloud themes
  • Whether a small-cap stock is a real bottleneck or just a meme
  • A Serenity-style read on tickers like AXTI, SIVE, AAOI, LITE, COHR, MRVL, AVGO, MU, SNDK, NBIS, IREN, CRWV, MP, RPI, AEHR
  • Institutional rotation analysis across AI infrastructure supply chains

Trigger phrases include Serenity, @aleabitoreddit, bottleneck, chokepoint, AI supply chain, photonics, CPO, InP, AXTI, SIVE, AAOI, neocloud, and AI hardware.

Do Not Use When

  • The request is mainly crypto narrative or memecoin flow. Use ansem-crypto instead.
  • The company has no plausible upstream supply-chain role.
  • The thesis is only social hype with no technical, customer, or revenue validation path.
  • Current filings, dilution, liquidity, or balance-sheet data are unavailable.
  • The user wants blind copy-trading of Serenity's posts.

Inputs Needed

  • Ticker, theme, or supply-chain node
  • Product role, customers, suppliers, and technical dependency
  • Market cap, revenue, margin, cash, debt, dilution/ATM/SBC risk
  • Recent filings, earnings, customer wins, qualification orders, or capex guidance
  • Price action, liquidity, volatility, and current valuation
  • Whether Serenity has publicly covered the name, if known
Show full SKILL.md (180 more words)Show less

Process

  1. Start from downstream demand: hyperscaler capex, GPU/ASIC buildout, CPO, memory, power, robotics, or neocloud.
  2. Reverse-map the bill of materials and supply chain upstream.
  3. Identify chokepoints: single-vendor, duopoly, scarce material, qualification bottleneck, or capacity constraint.
  4. Compare chokepoint importance to market cap, revenue ramp, and valuation.
  5. Check validation: contracts, earnings, customer qualification, industry commentary, capex commitments, or M&A logic.
  6. Penalize dilution, ATM filings, SBC, poor financing quality, and weak balance sheets.
  7. Separate article-level thesis, reply-level idea, no-position idea, and stale post.
  8. Produce a bull case, bear case, invalidation, and position-risk warning.

Output Format

md
# Serenity View: [Ticker / Theme]

## Verdict
High-Conviction Bottleneck / Watchlist / Too Late / Dilution Risk / Meme-Only / Pass

## Supply-Chain Map

## Chokepoint Claim

## Validation Evidence

## Valuation vs Importance

## Dilution And Financing Risk

## Rotation / Timing

## What Would Break The Thesis

## Missing Data

Guardrails

  • Do not copy Serenity's sizing, margin, or timing.
  • Do not treat self-reported returns as verified.
  • Do not ignore dilution, ATM, SBC, liquidity, or balance-sheet risk.
  • Do not call every AI-adjacent company a bottleneck.
  • Do not use stale posts without checking current filings and price.

Questflow Use

In Questflow, this skill is best used as an AI infrastructure research module: map supply chains, surface upstream bottlenecks, monitor thesis validation, flag dilution risk, and connect public posts to current market/filing data.

© questflowai, 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 in skills/serenity of questflowai/investorskills.

  • SKILL.md
  • invest.md

Open the folder on GitHubat commit 2844d78

Compare with similar skills

Serenity 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.

Serenity compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Serenity this skillquestflowai/investorskills1.9k—~935Automated safety check: PassMIT
Serenity Aleabitoreddityan-labs/serenity-aleabitoreddit4801 repos~3.3kAutomated safety check: PassNone
Serenity Thesis TrackerAlphaMao1/AlphaMao_Skills130—~1.8kAutomated safety check: PassMIT
Serenity Skillaiskillstore/marketplace430—~3.4kAutomated safety check: PassMIT
Operationstravisjneuman/.claude101—~3.4kAutomated safety check: PassMIT
Sustainability Esgtravisjneuman/.claude101—~1.6kAutomated safety check: PassMIT

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Questions about Serenity

What does Serenity do?

A skill your agent uses when evaluating US stocks through Serenity / @aleabitoreddit's AI and semiconductor supply-chain lens: upstream chokepoints, photonics/CPO bottlenecks, hyperscaler capex…. Serenity is an agent skill from questflowai/investorskills. Use when evaluating US stocks through Serenity / @aleabitoreddit's AI and semiconductor supply-chain lens: upstream chokepoints, photonics/CPO bottlenecks, hyperscaler capex, institutional rotation, dilution risk, and thesis validation.

When should I use Serenity?

Serenity fits situations like: evaluating US stocks through Serenity / @aleabitoreddits AI and semiconductor supply-chain lens: upstream chokepoints; photonics/CPO bottlenecks; hyperscaler capex; institutional rotation.

How do I install Serenity in Claude Code?

Run `npx skills add questflowai/investorskills --skill serenity -a claude-code`. Or copy the skill folder (skills/serenity in questflowai/investorskills) into .claude/skills/serenity in your project. Claude Code loads it when a task matches its description.

How do I install Serenity in Codex?

Run `npx skills add questflowai/investorskills --skill serenity -a codex`. Or copy the skill folder (skills/serenity in questflowai/investorskills) into .agents/skills/serenity in your project. Codex loads it when a task matches its description.

Can I use Serenity 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 questflowai/investorskills --skill serenity -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/serenity, .gemini/skills/serenity, .github/skills/serenity and .opencode/skills/serenity in your project.

What does Serenity need to run?

SKILL.md names no scripts, command-line tools or credentials: Serenity is instructions for the agent only.

Does Serenity 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 Serenity 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 Serenity use?

Serenity is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Serenity use?

About 935 tokens (SKILL.md is roughly 3.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Serenity?

Skills that share tags, products or a category with Serenity: Serenity Aleabitoreddit (yan-labs/serenity-aleabitoreddit, 480 stars), Serenity Thesis Tracker (AlphaMao1/AlphaMao_Skills, 130 stars), Serenity Skill (aiskillstore/marketplace, 430 stars) and Operations (travisjneuman/.claude, 101 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Serenity?

questflowai (a GitHub organization) maintains it in questflowai/investorskills, which has 1,896 GitHub stars. The repository holds 63 skills in this directory. The repository was last updated on August 23, 2026.

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