ysskrishna/ai-agent-skills

first-principles-thinking

Use this skill when the user asks for first-principles thinking or first principles (including naming them or directing use/apply/run with obvious misspellings; decisive) or wants to reason from bedrock—stripping borrowed analogies and convention, surfacing fundamentals, then rebuilding the reasoning chain and implications. Use when they want to reason from scratch, challenge industry defaults, want physics-style business breakdowns, or sanity-check whether copying incumbents still makes sense,…

First seen May 23, 2026

Installation

$ npx skills add ysskrishna/ai-agent-skills --skill first-principles-thinking

Similar popular skills

Related neighbors and high-traction skills in the same topics — useful to compare before installing.

Also in this package

Other skills from ysskrishna/ai-agent-skills.

npx skills add ysskrishna/ai-agent-skills

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Not declared
Cursor Not declared
Codex Not declared
GitHub Copilot Not declared
Windsurf Not declared
Gemini CLI Not declared
Cline Not declared
OpenCode Not declared

Repository health

Stars 8
License LICENSE
Default branch main
Open issues 0
Status Active

Skill metadata

Parsed from SKILL.md frontmatter.

Version2026.5.17
LicenseMIT
More metadata
author
ysskrishna
version
2026.5.17

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 3,285 B
  • docs SUMMARY.md 718 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 46 installs

SKILL.md

First Principles Thinking

Question inherited baggage. Rebuild only from bedrock you can defend.

How to run it with this skill: one clearly headed section per step in this order: Surface → Question → Bedrock → Rebuild → Implications.


Setup (run before starting)

In one short block:

  1. Reconstruction target — belief, cost, design, or strategy to ground
  2. Default pass — Surface → Question → Bedrock → Rebuild → Implications (state this line)

If immutable constraints (physics, law, budget) are unclear, ask at most 3 questions in one message, then proceed. Note unknowns or working guesses in plain language (no bracket tags in Setup).


The Steps

Surface

State the conventional answer or analogy people rely on. List loaded words or hidden comparisons ("like Uber for…").

Question

For each major assumption: Assumption: … — Why believed? (authority, analogy, experience) — What if false?

Bedrock

List fundamental truths that survive scrutiny — physics, logic identities, legal musts, documented preferences of real users, arithmetic. Label each [FUNDAMENTAL] vs [STILL ASSUMPTION].

Prefer three or more honest bedrock items when that is credible; if fewer are honest, say why in one line.

Rebuild

From only [FUNDAMENTAL] items, derive conclusions in numbered steps. No smuggled analogies; if you need a new premise, add it to Bedrock first with a tag.

Implications

So what for decisions: what changes vs the conventional path? Cost of being wrong if a tagged assumption fails.

Add a short vs convention contrast (a few bullets or a two-column mini-summary) if it clarifies the decision.


Execution Rules

  1. Rebuild cannot cite "industry standard" as a premise unless translated into a fundamental (e.g. "buyers require SLA X because regulation Y").
  2. If bedrock is too thin to rebuild, say insufficient grounding and list what evidence would fix it.
  3. Avoid faux profundity; keep steps short and checkable.

Checklist (verify before responding)

  • Setup: reconstruction target + default pass
  • Surface names convention or analogy explicitly
  • Question step ties assumptions to why held
  • Bedrock uses [FUNDAMENTAL] / [STILL ASSUMPTION]
  • Rebuild chain only uses fundamentals
  • Implications name what changes vs convention (and vs-contrast if helpful)