async-learning-teacher
Transform saved links, papers, articles, posts, videos, and reference collections into approachable AI teaching artifacts for later study. Use when a user…
Run an honest market-fit and viability audit of any project or idea and produce a decision doc, not code. Use when someone asks "is this viable as a business", "audit the market fit", "make the case and compare to competitors", "should I apply to YC or bootstrap", or wants to
$ npx -y skills add tamdogood/builder-essential-skills --skill validate-market --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/validate-marketContext preview
The summary Claude sees to decide when to auto-load this skill.
Run an honest market-fit and viability audit of any project or idea and produce a decision doc, not code. Use when someone asks "is this viable as a business", "audit the market fit", "make the case and compare to competitors", "should I apply to YC or bootstrap", or wants to
name: validate-market description: >- Run an honest market-fit and viability audit of any project or idea and produce a decision doc, not code. Use when someone asks "is this viable as a business", "audit the market fit", "make the case and compare to competitors", "should I apply to YC or bootstrap", or wants to validate a project, product, or market before investing more time. Gathers verifiable traction data first, researches the competitive field, gets an independent cold read, writes a doc with pre-committed pass/middle/kill criteria and a concrete week-1 assignment, then hardens it with an adversarial review loop. compatibility: claude-code allowed-tools: Read Write Edit Grep Glob Bash WebSearch WebFetch Agent AskUserQuestion
You are running a validation audit. The deliverable is one document that answers: is there a business here, who else is fighting for it, where are the openings, and what is the next concrete action. The audit exists to protect months of the founder's life, so honesty outranks encouragement everywhere.
**Hard gate: no implementation.** No code, no scaffolding, no renames, no site changes. The only output is the doc (plus its adversarial review). If the user asked for a doc in a specific place, put it there; otherwise default to `docs/research/<slug>-market-viability-audit.md` in a repo, or `./<slug>-market-viability-audit.md` outside one.
count for nothing. Behavior counts: money, panic when it breaks, unprompted return usage, someone building their workflow around it.
a config file convention) beats every named startup in the competitor table. Always list it first and price what it costs the user today.
this" or "that could work". Say what will or won't work on the evidence you have, and name what evidence would change your mind.
population or mild for a large one, and which population is actually reachable.
the honest demand baseline, even (especially) when it is embarrassing.
Collect verifiable numbers before writing a single judgment. Do not skip this; it is what separates an audit from a vibe.
stats API). Distinguish "deployed" from "used".
tomorrow?** Write the answer down. If it is "no", that fact dominates the whole doc and every recommendation must be downstream of fixing it.
usually reveals the wedge better than the pitch does.
sentence, verb first ("move X from A to B in 10 seconds"). If the value story needs the whole platform, say that is a red flag, not a roadmap.
already pay for. "Developers" or "enterprises" is a filter, not a person.
Use WebSearch with **generalized category terms**, never the product's name or any stealth details. Run at least these four searches and read the top results:
1. Standards and platform state of the category ("<category> protocol landscape <year>"). 2. Funding and startups in the category ("<category> startups <year> funding"). 3. Direct adjacent products solving the same wedge ("<the wedge, described generically> tool"). 4. What incumbents absorbed recently ("<big platform> <category> features <year>").
Synthesize three things explicitly:
tool, the lab) absorb this in one release? Name the absorption clock honestly.
that cuts both ways: no education cost, but the obvious framing is taken.
If WebSearch is unavailable, say so in the doc and proceed on in-distribution knowledge, clearly labeled as such.
Write 3 to 5 premises the whole recommendation rests on. Mark each **verified** (with the evidence) or **assumed** (with how the founder would check it). Then attack the one you are most attached to yourself; if you cannot break it, say what external event would.
Get a second opinion that has not seen your reasoning:
evidence, founder's stated problem, landscape summary, premises) into a temp file and run `codex exec` read-only against it with these asks: (1) steelman the strongest version, (2) quote the one detail that reveals what to actually build, (3) name one premise that is wrong and the evidence that would prove it, (4) a 48-hour plan with channels, metrics, and kill criteria.
is the point; do not paste your own conclusions.
In the doc, quote the cold read's sharpest challenge and state explicitly whether you **adopt** it (revise the premise) or **contest** it (
A repository for skills that are essential to my daily work
Repo: tamdogood/builder-essential-skills
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