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* feat(skill): add genius-life core skill files Add genius-life/SKILL.md and the six references/ files (creative-process, practice-mode, development-mode, practices-catalog, evidence-basis, scope-and-safety) as original synthesis from the mission research library, with copyright-compliant paraphrase, named-fellow attribution, and honest framing. Templates, README, evals, and catalog integration ship in later features. Co-authored-by: factory-droid[bot] <138933559+factory-droid[bot]@users.noreply.github.com> * feat(skill): add genius-life templates, README, and evals Add six fillable worksheets (talent audit, session plan, project worksheet, conditions audit, incubation log, risk and failure review), a human-facing README with the repository's required sections, and a 12-case eval manifest covering both modes and the required boundary behaviors. Co-authored-by: factory-droid[bot] <138933559+factory-droid[bot]@users.noreply.github.com> * feat(skill): add genius-life to catalog and regenerate artifacts Add the genius-life README catalog entry at its sorted position and regenerate llms.txt, .claude-plugin/marketplace.json, .codex-plugin/plugin.json, and .agents/plugins/marketplace.json from their generators. Co-authored-by: factory-droid[bot] <138933559+factory-droid[bot]@users.noreply.github.com> --------- Co-authored-by: factory-droid[bot] <138933559+factory-droid[bot]@users.noreply.github.com>
257 lines
12 KiB
Markdown
257 lines
12 KiB
Markdown
# Creative Process — The Five-Phase Spine
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This reference describes the shared process spine used by both modes of
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genius-life. Practice mode draws on it informally — an open conversation about
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blocks or habits can pass through any of the phases without announcing them.
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Development mode runs the five phases explicitly, in order, with worksheet
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support.
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The model is the evidence-compatible kernel of the unified picture that
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Denise Shekerjian assembled from forty MacArthur Fellows in *Uncommon Genius:
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How Great Ideas Are Born* (1991), cross-checked against modern creativity
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research (see [Evidence basis](../references/evidence-basis.md)). The phases
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overlap in real life and are not a rigid checklist; they are a rhythm of
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**Prepare → Immerse → Incubate → Capture → Verify**. Cross-cutting practices
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from the catalog — perspective-shifting, risk and courage, conditions,
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mission, resilience, love of the work — apply at any phase.
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Each phase below has four parts: what the research says, what the fellows'
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practices are, concrete agent moves, and pitfalls.
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## Phase 1 — Prepare: find and frame the real problem
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### What the research says
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The strongest evidence for spending deliberate time on the problem itself
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comes from Jacob Getzels and Mihaly Csikszentmihalyi (1976), who watched art
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students compose a still life. The students who explored the objects, handled
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them, and kept re-arranging the problem instead of rushing to execute produced
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drawings that critics rated more original, and five years later they were
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still working as artists while many of the quick solvers had left art
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entirely. Problem finding is treated in the literature as a learnable habit,
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not a gift.
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Arthur Koestler (1964) contributed the related idea of bisociation: a
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creative act joins two frames of reference that usually stay separate.
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Reframing techniques — re-describing the problem more broadly or narrowly,
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posing hypotheticals, expressing it as a metaphor — are the practical moves
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that generate those new framings. Classic product-design examples (a can
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opener redefined as "the problem of opening," attributed to Arthur D. Little)
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show how a broad first definition leads to non-obvious solutions.
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### What the fellows' practices are
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The book's most patient problem-finder is astronomer Alar Toomre, who narrowed
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a boyhood fascination with space into one almost absurdly specific question —
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what happens when two galaxies pass near each other — and kept working it for
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more than twenty years. The photographer Alfred Stieglitz photographed the
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same brick wall many times as one theme with endless variations. Stephen Jay
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Gould, whose own talent was making connections, argued that the romantic image
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of inspiration hides the plain work of choosing a real problem and staying
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with it. Filmmaker Frederick Wiseman and poet Douglas Crase both protected
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unstructured, not-yet-defined openings rather than rushing to a plan.
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### Agent moves
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- Ask what the real problem is before asking how to solve it. Offer reframing
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moves: broader or narrower phrasing, other verbs or nouns, hypotheticals
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("what if the constraint were gone?"), or a metaphor for the problem.
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- Protect the ambiguous start. When the person wants a plan immediately,
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slow down enough to name the question well — but follow their lead on how
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much structure they want.
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- Use the [project worksheet](../templates/project-worksheet.md) to hold the
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problem statement and its reframings, if the person wants a worksheet.
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### Pitfalls
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- Jumping to solutions. Solving the first phrasing of a problem often misses
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the real one.
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- Selling a "eureka from nowhere" story — treating the moment of insight as
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if it needed no preparation. Insight without a well-formed problem does not
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produce work.
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- Treating the first framing as fixed. Reframing is part of the phase, not a
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failure of it.
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## Phase 2 — Immerse: learn through doing
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### What the research says
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Graham Wallas (1926) called the opening of creative work Preparation —
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conscious investigation of the problem. Teresa Amabile's componential theory
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names domain-relevant skills (knowledge and technique) as one of the
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components of creative output, alongside motivation and the environment.
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The deliberate-practice literature (Ericsson and colleagues; Macnamara's 2014
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meta-analysis) shows that feedback-rich, focused engagement is the modifiable
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driver of skill — with the honest caveat that hours alone do not guarantee
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mastery.
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### What the fellows' practices are
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The book's strongest statement of learning-by-doing is visual artist Robert
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Irwin, who gave up an already successful practice to paint the same two-line
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painting for two years until he had emptied his own habits. Art historian
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Henry Kraus, entirely self-taught, formed his own impressions in the Louvre
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before reading what experts said. Wiseman treats the shooting itself as the
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research: he films scenes he does not yet understand and finds the film in
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the editing. Kirk Varnedoe, reading Picasso's sketchbooks, noted that
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repeating a drawing two or three times surfaces something present in none of
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the versions. Political scientist Robert Axelrod deliberately read outside
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his field, and economist Lester Brown scanned broadly and hired generalists
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to keep his categories from hardening. The book adds Hemingway's iceberg rule
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in paraphrase: you may leave out what you know, but not what you do not know.
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### Agent moves
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- Build an immersion plan with the person: what they will make, do, or study
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— weighted toward doing the work itself, not only reading about it.
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- Encourage scanning outside the field: books, art, music, or disciplines with
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no obvious relation to the problem.
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- Collect raw material without immediate interpretation. Let fragments
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accumulate before explaining them.
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- Set up conditions: environment, tools, time. Use the
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[conditions audit](../templates/conditions-audit.md) to reverse-engineer
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what already works.
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### Pitfalls
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- Endless study without doing. Reading about craft is not the same as making
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the thing.
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- Interpreting everything immediately. Premature meaning narrows the material.
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- Ignoring conditions. The same person can be highly productive in one
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setting and blocked in another.
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- Skipping the doing entirely and relying only on "research."
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## Phase 3 — Incubate: deliberate break with a capture plan
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### What the research says
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Incubation — setting a problem aside — reliably improves later performance,
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most strongly on open-ended problems (Sio & Ormerod's 2009 meta-analysis).
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The mechanism is debated: undemanding distractor tasks and mind-wandering
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have both been linked to gains, though a preregistered 2025 study found that
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the specific break task mattered less than how much the person actually
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wandered, and a 2019 survey of physicists and writers found most ideas still
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arrive during work sessions rather than during wandering. The honest summary:
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breaks help, but only after focused effort, and they are not a substitute
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for the work.
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### What the fellows' practices are
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Howard Gardner's method included putting intractable problems aside and
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letting the mind work in the dark, then returning with fresh eyes — and
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"strobing" a project by forcing repeated early drafts with staggered
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deadlines so each return sees the work anew. Robert Shapley kept a garden of
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questions: many interesting open problems, so no single failure mattered.
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David Stuart let ideas surface from boredom and play.
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### Agent moves
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- Schedule a genuine break after focused effort, never instead of it. Name
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the return time.
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- Set a capture plan before the break: where and how the person will jot
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fragments (phone note, paper, the
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[incubation log](../templates/incubation-log.md)), so a thought is not lost.
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- Keep the person's open questions alive. Review the garden of questions when
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they return.
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### Pitfalls
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- Presenting the break as passive waiting or as a magic pill. Breaks work
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after effort, and no one can promise a reproducible "aha."
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- Forgetting the capture plan. A break that loses the thought it surfaces
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gains nothing.
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- Letting incubation replace immersion or verification.
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## Phase 4 — Capture: quick, low-judgment capture
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### What the research says
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Volume precedes quality. Dean Keith Simonton's historiometric work (the
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"equal-odds rule") shows that within a career, the chance any given work is a
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"hit" is roughly constant, so total output predicts total impact. The insight
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literature (Jung-Beeman and colleagues; Kounios and Beeman) finds that "aha"
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moments carry a measurable neural signature but appear only after extended,
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prepared processing — the flash is the cheap part. A 2019 diary study found
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most creative ideas occur during work, so the capture habit matters in
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work sessions, not only on walks.
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### What the fellows' practices are
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Wiseman edits fifty to ninety hours of footage into a two-hour film — he
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collects vastly more material than he can use, then finds the film. Bill
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Irwin gathered street gestures, hallway movements, and mirror practice as raw
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parts for pieces he had not yet conceived. David Stuart absorbed hundreds of
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glyph images and let matching and variation do the work; even his mistakes
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showed something. Ian Graham credited trained attention rather than luck for
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his finds.
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### Agent moves
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- Prompt quick, low-judgment capture: fragments as they arise, without
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editing or explaining.
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- Teach the volume logic: generate many possibilities before judging any.
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Quantity is input to judgment, not the product.
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- Defer evaluation. Judge late, once fragile thoughts have matured.
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- Frame everything captured as work-in-progress, not polished output.
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### Pitfalls
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- Curating at capture time. Editing while collecting kills the material
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before it can develop.
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- Judging too soon. A fragile new thought rarely survives immediate scrutiny.
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- Confusing capture with completion. Fragments are raw material.
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## Phase 5 — Verify: develop, judge, ship
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### What the research says
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Wallas made verification an explicit stage: testing the idea and reducing it
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to exact form, and he insisted the flash of illumination is worthless without
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it. Modern assessments agree that most real creative work happens here, not
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at the moment of insight. Amabile's research adds that feedback and
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informative evaluation help, while controlling pressure hurts. The systems
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view (Csikszentmihalyi, 1996) adds that the work only becomes "creative" when
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a field receives and judges it — shipping is how the work enters the world.
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### What the fellows' practices are
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Derek Walcott is the book's voice for ruthless selection: a professional
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knows what is good and discards what is not, while an amateur defends it.
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Howard Gardner wrote a large book in six days and practiced cool-eyed
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examination of his own failures. John Sayles moved fast to give fragile ideas
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form and kept producing even when a project sat shelved for years. Robert
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Coles modeled harmonizing instinct with judgment: instinct proposes, judgment
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disposes. Bill Irwin's very titles — signaling incompleteness — treat each
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piece as a temporary resting place in a continuous process.
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### Agent moves
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- Help the person give the idea form: outline, draft, prototype, first
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version.
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- Guide selection. Encourage discarding weak material without defending it.
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- Verify against the original vision: what was the question, and does this
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answer it?
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- Reframe shipping as a temporary resting place, not a final monument.
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Review what changed and what to try next.
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### Pitfalls
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- Skipping verification. The real work of creative practice happens in
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developing, judging, and shipping — not in the flash of insight.
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- Polishing too early or defending weak material out of attachment.
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- Treating the finished piece as final. The work-in-progress frame is what
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makes closing and moving on liberating.
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## Cross-cutting pitfalls (both modes)
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- **No eureka-from-nowhere.** Never present insight as a bolt from the blue.
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Every useful idea in the research and in the book's interviews follows
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preparation, effort, and often a period of incubation. If the person talks
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as if ideas should arrive free, gently re-frame: preparation is what makes
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the flash possible.
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- **No skipping verification.** Capture is not completion. Developing,
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judging, and shipping is where the work actually gets made.
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- **No guaranteed outcomes.** Raise the odds with conditions, volume, and
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process; never promise a result.
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- **The person stays the author.** Offer process support, not ghostwriting.
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