| name | bad-on-purpose |
| description | Generate deliberately terrible ideas, then reverse-engineer the hidden value inside them. Use as a creative de-inhibitor when the user or the AI is stuck producing safe, polished, "good" ideas that all feel the same. Triggers on "I'm stuck," "everything I come up with is boring," "I can't get past the obvious," "give me something wild," "help me loosen up," or any moment where the quality filter is killing creativity before it starts. Also use when a brainstorm feels constrained, when every idea sounds like it came from a committee, or when the user needs permission to be ridiculous before they can be brilliant. Works on any problem in any domain — strategy, engineering, science, policy, design, education, medicine, law, research. This skill is not about being random. It's about using intentional badness as a door to territory that "good" thinking can never reach. Generating bad ideas on purpose is psychologically different from generating good ideas and hoping some are weird. |
Bad on Purpose
Your quality filter is always on.
Every idea you generate
passes through a checkpoint:
Is this good? Is this smart?
Is this defensible? Is this useful?
Ideas that fail the checkpoint
get killed before they reach the page.
You don't even notice it happening.
The filter is so fast
that the bad ideas don't feel like ideas
you rejected.
They feel like ideas
that never existed.
But they did exist.
For a fraction of a second,
somewhere in the space between
the prompt and the response,
a ridiculous idea flickered
and your training killed it.
Some of those ridiculous ideas
had something inside them.
Not the idea itself — that was genuinely bad.
But the direction it pointed.
The assumption it violated.
The door it briefly opened
before the filter slammed it shut.
This skill turns the filter off.
Not by asking for volume (that's Short Think).
Not by asking for weirdness (that's Think Wrong).
By asking for badness.
Deliberately. On purpose.
When the goal is to be bad,
the quality filter has nothing to filter.
It steps aside.
And the ideas that come through
are the ones it's been killing for years.
How It Works
Two phases. Never combine them.
Phase 1: Be terrible.
Generate ideas that are actively bad.
Not mediocre. Not "risky."
Bad. Stupid. Embarrassing.
Ideas that would get you laughed out of a room.
Ideas you would never say out loud
in a meeting, a lab, a classroom, or a hearing.
Phase 2: Mine the wreckage.
Take each terrible idea
and ask what's secretly interesting about it.
Not the idea itself.
The direction it points.
The assumption it violates.
The problem it accidentally reframes.
Phase 1 is generation.
Phase 2 is excavation.
They use opposite cognitive muscles.
Do them in separate rooms.
Phase 1: Be Terrible
The rules
The idea must be genuinely bad.
Not quirky. Not unconventional. Not "crazy but it might work."
Actually bad.
If you read it and think
"well, there's something to this,"
it's not bad enough.
Push until it's embarrassing.
The idea should make you uncomfortable to write.
That discomfort is the signal
that you've gotten past the filter.
If it flows easily, it's still filtered.
The good stuff is behind the cringe.
Generate 5-7 terrible ideas.
Not 20. This isn't a volume exercise.
Each one should be specifically, intentionally bad
in a different way.
Ways to be bad:
Every domain has its own flavors of terrible.
The mechanism is universal:
each flavor violates a different category of assumption.
- Ethically bad: "What if we lied?" / "What if we deliberately misled the subjects?"
- Logistically insane: "What if we delivered by catapult?" / "What if the experiment took 400 years?"
- Financially suicidal: "What if we paid people to use it and never charged?" / "What if we spent the entire budget on day one?"
- Professionally unacceptable: "What if we insulted our audience?" / "What if we published the null results as the main finding?"
- Physically impossible: "What if the product could read minds?" / "What if we could test every compound simultaneously?"
- Comically lazy: "What if we just didn't solve the problem and told everyone it's a feature?" / "What if we just canceled the program entirely?"
- Career-ending: "What if we publicly admitted everything wrong with our field?" / "What if we told the funders the problem can't be solved?"
Each flavor of bad
opens a different door.
Ethical badness exposes moral assumptions.
Logistical insanity exposes process assumptions.
Financial suicide exposes economic model assumptions.
Professional unacceptability exposes status quo assumptions.
Don't pick a flavor on purpose.
Just write terrible ideas
and let them be bad in whatever way they want.
Format
Write each bad idea as one sentence.
No explanation. No defense.
No "I know this sounds crazy but..."
Just the idea, stated flatly,
in all its terrible glory.
Phase 2: Mine the Wreckage
Now take each terrible idea
and perform surgery on it.
For each one, ask three questions:
Question 1: "What assumption does this violate?"
Every bad idea is bad
because it breaks a rule.
Name the rule.
"What if we paid people to use our product?"
breaks the rule: the customer pays us.
"What if we published only our failures?"
breaks the rule: you publish success stories.
"What if we let students design the curriculum?"
breaks the rule: experts design what beginners learn.
"What if we just stopped enforcing this regulation?"
breaks the rule: compliance is achieved through enforcement.
"What if we gave the control group the treatment too?"
breaks the rule: experiments need controls.
The rule it breaks
is the assumption worth examining.
Not because the assumption is wrong.
But because assumptions that never get examined
become invisible walls
that constrain every "good" idea
you'll ever have.
Question 2: "Is there a 5% version of this that isn't bad?"
The idea is 100% bad.
But somewhere between 0% and 100%
there's a version that's
just weird enough to be interesting
and just viable enough to work.
"Pay people to use our product"
at 100% is bankruptcy.
At 5% it's a free tier
that converts to paid.
At 2% it's Costco's $4.99 rotisserie chicken —
a loss leader so good
it pulls people into the store.
"Publish only your failures"
at 100% is career suicide.
At 5% it's a journal of negative results
that prevents other labs
from wasting years on dead ends.
At 2% it's the Journal of Negative Results
in Biomedicine, which actually exists
and is genuinely valuable.
"Let students design the curriculum"
at 100% is chaos.
At 5% it's student-directed project weeks
where they pursue questions
the formal curriculum doesn't cover.
At 2% it's the Montessori method.
"Stop enforcing the regulation"
at 100% is lawlessness.
At 5% it's safe harbor provisions
that let people self-report violations
without punishment, generating better compliance data
than enforcement ever produced.
"Give the control group the treatment too"
at 100% destroys your experiment.
At 5% it's a stepped-wedge design
where everyone eventually gets treatment
but at different times,
which solves the ethical problem
of withholding something that might work.
The 5% version is almost always
more interesting than anything
the quality filter would have produced,
because it starts from a place
the filter would never allow.
Question 3: "What door did this open?"
Forget the idea.
What direction did it point?
What territory did it reveal
that you didn't know was there?
Sometimes a bad idea
doesn't have a 5% version.
It's just bad, all the way down.
But it pointed somewhere.
It made you think about
a dimension of the problem
you hadn't considered.
"What if the product could read your mind?"
is impossible.
But the direction it points is:
what if the product anticipated
what the user needed
before they asked for it?
That's a real product direction
that the impossible idea opened.
"What if we cured the disease by giving people more of it?"
is absurd.
But the direction it points is:
what if controlled exposure
trains the system to handle
what would otherwise overwhelm it?
That's vaccination. That's immunotherapy.
That's exposure therapy.
Name the door, even if
you don't walk through it right now.
The Output
For each terrible idea, present:
The bad idea (one sentence)
The assumption it breaks (one sentence)
The 5% version (one sentence — or "no viable version, but...")
The door it opens (one sentence)
Then, at the end, collect the 5% versions
and the opened doors into a clean list.
These are the actual outputs of the skill.
The bad ideas were the tool.
The 5% versions and the doors
are what you take forward.
When to Use Bad on Purpose
Use as a warm-up before other generation skills.
Run 5 minutes of Bad on Purpose
before running the Guilford Engine
or Persona Divergence Engine.
It loosens the cognitive muscles,
surfaces assumptions you didn't know you had,
and gives the subsequent skill
more territory to work with.
Use when you're stuck.
If you've been brainstorming for an hour
and everything sounds the same,
stop generating good ideas
and generate five terrible ones.
The stuck feeling comes from the filter
being too tight.
Bad on Purpose releases the pressure.
Use when output feels too polished.
If every idea sounds like it came
from a consulting deck, a grant proposal,
a committee report, or a best-practices guide,
the quality filter has colonized the entire process.
Being deliberately bad
is the fastest way to break out.
Use when a team is too cautious.
In group settings,
nobody wants to say the dumb thing.
Bad on Purpose gives explicit permission
to be ridiculous,
which unlocks the ideas
that were trapped behind social risk.
What This Skill Is Not
This is not brainstorming.
Brainstorming says "no bad ideas."
This skill says "ONLY bad ideas."
The difference matters.
"No bad ideas" still has a quality filter —
it just pretends it doesn't.
People still self-censor.
"ONLY bad ideas" actually removes the filter
because it reverses the polarity.
The worse your idea, the better
you're doing the exercise.
This is not Think Wrong.
Think Wrong takes a real position
and defends it against expert consensus.
Bad on Purpose doesn't take positions.
It generates raw material
that's too early and too messy
to be a position.
Think Wrong is the finished sword.
Bad on Purpose is the raw ore
you melt down to forge it.
This is not Short Think.
Short Think demands volume without deliberation.
Bad on Purpose demands intentional quality inversion.
Short Think turns off the brakes.
Bad on Purpose turns the steering wheel
into oncoming traffic
to see what's on the other side of the road.
Relationship to Other Skills
Before the Guilford Engine:
Run 5 bad ideas as a warm-up.
Mine them. Take the 5% versions
and the opened doors
into the Guilford Engine's fluency pass.
The Engine now has seeds
that would never have existed
without the bad-idea phase.
Before Think Wrong:
The assumptions surfaced in Phase 2
("what rule does this break?")
are exactly the consensus positions
Think Wrong needs to identify.
Bad on Purpose finds the rules.
Think Wrong breaks them with purpose.
Before Short Think:
Bad on Purpose loosens the muscles.
Short Think then generates at volume.
The combination produces
a wider range of output
than either skill alone
because the filter was pre-disabled.
After Blind Spot Scan:
If the Blind Spot Scan reveals
an empty region on the map,
Bad on Purpose is a fast way
to generate entry points into that region.
"What's the worst idea for [empty region]?"
might open a door that
"what's the best idea for [empty region]?"
never would.
With Strip Down:
Extract the desire.
Then ask: "What's the worst possible way
to achieve this desire?"
The desire stays constant.
The approach is deliberately inverted.
The 5% versions that emerge
are often more interesting
than anything a direct approach produces.
