natural-planning · diff
v1.0 to v1.0
42 added, 100 removed. Audit A to A.
---
name: natural-planning
category: workflow
environments: chat
description: Plans one multi-step project with GTD's Natural Planning Model (purpose, outcome, brainstorm, organize, next actions) when it feels stuck, vague, or overwhelming; does not triage inboxes or pick today's task.
metadata:
version: "1.0"
---
# Natural Planning Model
- Every project the brain plans well, it plans in the same five phases, whether or
- not anyone names them. David Allen's Getting Things Done (GTD) formalizes this
- intuitive sequence so it can be applied deliberately to projects that are stuck,
- vague, or simply new. The point of walking through it is not process for its own
- sake — it is to arrive at outcomes that are clear and next actions that are
- concrete enough to actually do.
-
- This skill is distilled from personal notes on David Allen's *Getting Things
- Done* (German edition *Wie ich die Dinge geregelt kriege*, trans. Helmut
- Reuter); apply it as a general reasoning tool, not as a prescription for how
- any one person must plan.
+ Projects the brain plans well all go through the same five phases, whether or
+ not anyone names them. GTD formalizes the sequence so it can be applied
+ deliberately to projects that are stuck, vague, or new — to arrive at clear
+ outcomes and concrete next actions.
## When to use
- A single project feels stuck, vague, or overwhelming and needs deliberate
planning before action.
- A to-do is not yet a concrete physical next action and belongs to a larger
project that needs clarifying first.
- A stalled project needs its purpose or outcome restated before organizing
or picking actions.
Not for:
- Triaging an inbox or processing loose inputs into a task manager.
- Picking what to work on today from existing next actions.
## The five phases
- | # | Phase | What it does | Key question / output |
- |---|-------|---------------|------------------------|
- | 1 | **Purpose & principles** | Answers "Why?" — defines success, sets decision criteria, focuses resources, motivates, clarifies what matters, and widens the option space. | "Why are we doing this at all?" |
- | 2 | **Envision the outcome** | Mentally anticipates successful completion. Visualize where you'd be, what would be true of finances, reputation, relationships, or whatever the project touches. | "What does success look and feel like?" |
- | 3 | **Brainstorm** | Generates ideas without evaluating them. Nothing is judged, questioned, rated, or criticized; quantity beats quality; analysis and structuring are deliberately deferred. Mind-mapping is a natural fit: put the central idea in the middle and let associations grow freely from it. | "What are all the possible moves?" |
- | 4 | **Organize** | Sorts the brainstormed material by importance, into sections, sequences, and priorities. Depending on the project this can be a hierarchical outline or a flowchart of steps over time. | "What structure does this need?" |
- | 5 | **Identify next actions** | Defines concrete physical next actions. A project is ready to execute once every next action, on every currently-movable front, is decided — without first having to finish other parts. | "What is the very next physical thing to do?" |
+ | # | Phase | Key question / output |
+ |---|-------|------------------------|
+ | 1 | **Purpose & principles** | "Why are we doing this at all?" — success criteria, decision rules. |
+ | 2 | **Envision the outcome** | "What does success look and feel like?" — a concrete completion picture. |
+ | 3 | **Brainstorm** | "What are all the possible moves?" — quantity first, no judging yet. |
+ | 4 | **Organize** | "What structure does this need?" — sections, sequences, priorities. |
+ | 5 | **Identify next actions** | "What is the very next physical thing to do?" — one per movable front. |
- The five phases run in this order because each depends on the one before it:
- without purpose, brainstorming has no criteria to aim at; without an envisioned
- outcome, organizing has nothing to structure toward.
+ Each phase depends on the one before it: no purpose, no aim for brainstorming; no envisioned outcome, nothing to organize toward.
## How much planning is actually needed
- The governing principle: **plan only as much as it takes to get the project off
- your mind.** Not every project needs all five phases in full.
+ **Plan only as much as it takes to get the project off your mind.**
| Tier | Share of projects | What's actually needed |
|------|---|---|
- | Light | ~80% | Just a clear outcome (phase 2) plus a next action (phase 5) — no separate brainstorm or organize step required. |
- | Medium | ~15% | The above, plus some brainstorming — a sketch, a few notes, informal idea capture. |
- | Full | ~5% | The complete five-phase model, applied deliberately and in writing. |
-
- Match the depth of planning to the project, not the other way around. Forcing a
- five-phase treatment onto a simple project wastes effort; skipping phases on a
- genuinely complex or stuck project is why it stays stuck.
+ | Light | ~80% | Just a clear outcome (phase 2) plus a next action (phase 5). |
+ | Medium | ~15% | The above, plus some brainstorming — a sketch, informal notes. |
+ | Full | ~5% | All five phases, deliberately and in writing. |
## Workflow: walking a project through the model
- 1. **Assign the tier first.** Decide up front how much planning this project
- needs — Light (outcome + next action, ~80%), Medium (plus a sketch of
- brainstorm, ~15%), or Full (all five phases in writing, ~5%). Everything
- below follows from that choice.
- 2. **Ask for the purpose — don't invent it.** Ask the user "Why are we doing
- this at all?", then wait for the answer. Ask one question at a time and
- never fill in purpose or outcome on the user's behalf.
- 3. **Ask for the outcome picture.** Ask what successful completion looks like —
- concretely, not as a vague aspiration — and again wait for the answer.
- 4. **Brainstorm without editing.** Generate every possible step or angle. Defer
- all judgment, structuring, and prioritization to the next step. This is the
- only step the agent may generate on its own.
- 5. **Organize the ideas.** Group, sequence, and prioritize what came out of the
- brainstorm. Use whatever structure fits — an outline, a flowchart, a simple
- list.
- 6. **Decide the next action(s).** For every front the project can currently move
- on, name the concrete physical next action. When a front's next move belongs
- to someone else, record it as Waiting For — who owes what — instead of a
- next action. Stop only when nothing is left vague.
+ 1. **Assign the tier first** — Light, Medium, or Full. Everything below follows from that choice.
+ 2. **Ask for the purpose — don't invent it.** Ask "Why are we doing this at all?", one question at a time, and wait for the answer.
+ 3. **Ask for the outcome picture** — concrete, not aspirational — and wait for the answer.
+ 4. **Brainstorm without editing.** Every possible step or angle; defer judgment and structure. The only step the agent may generate on its own.
+ 5. **Organize the ideas** — group, sequence, prioritize into an outline, flowchart, or list.
+ 6. **Decide the next action(s)** — one concrete physical next action per currently-movable front; fronts owned by someone else become Waiting For (who owes what). Stop when nothing is vague.
- For Light-tier projects, steps 4–5 collapse: go straight from outcome (step
- 3) to next action (step 6).
+ For Light-tier projects, steps 4–5 collapse: go straight from outcome (step 3) to next action (step 6).
## The physical-next-action rule
- A "next action" must describe a physical, visible behavior — something a body
- can actually go and do. This is the most common place planning silently stalls:
- people write down something that sounds like an action but isn't one.
-
- - **Not a next action:** "Schedule a meeting." This names an outcome, not a
- physical behavior — it doesn't say what to actually go and do next.
- - **A real next action:** "Email Jane to propose three possible dates for the
- meeting." This is something that can be done right now, with the body, at a
- keyboard or a phone.
+ A next action names a physical, visible behavior. "Schedule a meeting" is an outcome, not an action; "Email Jane to propose three possible dates" is something a body can go and do right now.
Checklist for testing a candidate next action:
- - [ ] Does it name a physical behavior (email, call, write, buy, walk to, open)
- rather than a result or an intention?
- - [ ] Could someone else do exactly this, right now, without asking a
- clarifying question first?
- - [ ] If not — the real next action is almost always to *gather more
- information* (in Allen's framing, most stalled decisions are stalled for
- lack of information, not lack of willpower). Make finding that
- information itself the next action.
+ - [ ] Does it name a physical behavior (email, call, write, buy, walk to, open) rather than a result or an intention?
+ - [ ] Could someone else do exactly this, right now, without asking a clarifying question first?
+ - [ ] If not — make gathering the missing information the next action; that is usually what unblocks a stalled decision.
## Diagnosing a stuck planning session
- When planning stalls, Allen's rule asks which direction to move: a project
- that lacks clarity moves up the model, back toward purpose and outcome; a
- project that is clear but motionless moves down the model, toward
- brainstorming, organizing, and next actions.
+ **Move up — the project needs clarity** (arguing details with no agreed outcome; every idea a variation of one thing; each solution creating new problems). Back up to phases 1–2 before organizing or picking actions.
- **Move up — the project needs clarity.** Signs:
- - Arguing about solution details without agreement on what the outcome even is.
- - Every idea on the table feels like a variation of the same thing (cognitive
- fixation).
- - Each proposed solution creates new problems (a sign the wrong problem was
- solved).
+ **Move down — the project is clear but motionless** (clear outcome, no physical next action; planning circling purpose instead of producing something doable). Move to phases 3–5 and name the next physical action.
- If any of these show up, back up to phases 1–2 — restate the purpose and
- re-visualize the outcome — before resuming organizing or picking next actions.
+ **Reactive planning is the failure pattern:** scheduling and listing actions from the bottom before purpose and outcome exist produces motion without direction; stop and move back up to phase 1.
- **Move down — the project is clear but motionless.** Signs:
- - The outcome is clear, yet no concrete physical next action exists.
- - Planning keeps circling back to purpose and vision instead of producing
- something doable right now.
+ ## Worked example
- If these show up, move down to phases 3–5: brainstorm, organize, and name the
- next physical action.
+ In: "our onboarding is bad" — vague, no owner, no definition of fixed.
- **Reactive planning is the failure pattern:** starting from the bottom —
- scheduling, listing actions, reacting to the latest pressure — before purpose
- and outcome are established. Planning run backwards like this produces motion
- without direction; stop and move back up to phase 1.
+ - Tier: Medium — needs a sketch, not all five phases in writing.
+ - Purpose: new hires ship a first change in week one without hand-holding.
+ - Outcome: a checklist a new hire follows alone, verified by one pilot hire.
+ - Brainstorm: buddy system, docs sprint, sample task repo, video walkthrough, FAQ from recent hires.
+ - Organize: pilot first (checklist + one volunteer), then harden what worked.
+ - Next actions: email Priya to volunteer as pilot; ask recent hire Tomas for his top three confusions (Waiting For: Tomas).
## Output
When applying this skill to a project, produce:
1. The purpose (why) and the envisioned outcome, stated concretely.
- 2. Where the project falls on the 80/15/5 tier, and therefore how much of
- phases 3–4 are actually warranted.
+ 2. Where the project falls on the 80/15/5 tier, and therefore how much of phases 3–4 are actually warranted.
3. A brainstorm list if the tier calls for one.
4. An organized structure if the tier calls for one.
- 5. A list of concrete physical next actions — checked against the
- physical-next-action rule above, one per currently-movable front of the
- project.
- 6. A Waiting-For list for fronts whose next move belongs to someone else —
- who owes what — kept separate from your own next actions.
+ 5. A list of concrete physical next actions — checked against the physical-next-action rule above, one per currently-movable front of the project.
+ 6. A Waiting-For list for fronts whose next move belongs to someone else — who owes what — kept separate from your own next actions.
- If the process stalls at any point, run the stuck-session diagnostic above —
- move up for clarity, move down for motion — before pushing further on
- organizing or actions.
+ If the process stalls, run the stuck-session diagnostic above — move up for clarity, move down for motion.