Disagreeing Experts Skill
Ask one professional and you get their profession's answer: the lawyer sees exposure, the accountant sees the tax year, the therapist sees what the fight is actually about — and each is right inside their frame while the frames point different directions. Ask an AI and you usually get something worse: all three blended into an even-handed paste where the conflicts, which were the information, have been smoothed away. This skill refuses the blend. It picks the three professionals most likely to disagree about your situation, has each read it cold and rule independently — verdict, reasoning, what they would ask first, what they would charge you to stop doing — and then puts the disagreements in a table, named and explained. Because where experts disagree is exactly where your real decision lives.
What This Skill Produces
- The panel selection — three professions chosen for maximum productive disagreement about this situation, with the reason each earned a seat
- Three independent readings — each expert's verdict and reasoning in their own professional register, written as if the others do not exist
- The disagreement table — every point of conflict: who says what, why their frames diverge, and what fact would settle it
- The convergence list — the short set all three agree on, which is as informative as the conflicts and usually actionable immediately
- The first-question set — what each expert would ask before advising, since the questions reveal each frame's blind spots in the others
- The decision map — which expert to weight for which sub-decision, replacing "who is right" with "right about what"
Required Inputs
Ask for these if not provided:
- The situation — in full, messy is fine; each expert will extract what their frame considers relevant, and the differences in extraction are part of the output
- The decision in play — what actually gets decided after this, so the readings aim at something
- The panel, if the requester wants to choose — otherwise the skill selects for disagreement and says why; a panel that will agree is a wasted panel
- The advice already received — whose frame has already been heard, so the panel can be weighted toward the unheard frames
- The constraints — anything already fixed (deadlines, budgets, relationships that must survive), which the experts must respect rather than advise away
Framework: Select for Conflict, Rule Independently, Surface the Fault Lines
- Choose the panel for disagreement, not coverage. The useful panel holds frames in genuine tension for this case: risk versus growth, this-year versus decade, the relationship versus the transaction. Three experts who would nod at each other teach nothing; the selection step must be able to say what each pair will fight about before the readings are written.
- Write each reading in isolation and in register. Each expert reads the situation cold — no references to the other readings, no pre-softening. The lawyer writes like a lawyer (exposure, worst-case, paper trail); the therapist writes like a therapist (patterns, needs, what is not being said). The registers are kept distinct on purpose: the vocabulary differences carry information.
- Let each expert be professionally biased. The accountant is allowed to care about the tax consequence more than the marriage; that is what accountants are for. The bias is labelled, never corrected — correcting it re-blends the paste.
- Build the disagreement table as the centrepiece. For each conflict: the positions, the frame-reason they diverge (different time horizons? different definitions of risk? different clients — the lawyer protects you, the therapist protects the relationship?), and the fact or value judgment that would settle it. Some rows settle with information; some are genuinely values — the table says which.
- Extract the convergence honestly. When three hostile frames agree on something, that something is load-bearing. The convergence list is short, and each item on it can usually be acted on today regardless of the rest.
- Map experts to sub-decisions. The verdict is never "the lawyer wins." It is: weight the lawyer on the signature, the accountant on the timing, the therapist on the conversation — with the requester left holding the values calls the table exposed, which is where they belonged.
Output Format
Disagreeing experts: [situation] · panel: [A / B / C]
Why this panel: [what each pair will conflict about — declared before the readings]
[Expert A]'s reading — [verdict in one line]
[Their reasoning, in their register · what they would ask first · what they would tell you to stop doing]
[Expert B]'s reading — [...]
[Expert C]'s reading — [...]
The disagreement table
| Question |
[A] says |
[B] says |
[C] says |
Why they diverge |
Settles with |
| [conflict] |
|
|
|
[frame reason] |
[a fact / a values call — whose] |
Where all three agree: [the short list — act on these first]
The decision map: [sub-decision → which expert to weight, and why] · Left with you: [the values calls, named plainly]
Three simulated professional frames, not three professionals. For decisions with real legal, financial, or clinical stakes, the output's job is to make the real consultations sharper — each reading ends with what to bring to the actual expert.
Quality Checks
Anti-Patterns
- The blend. Any sentence beginning "on balance, the experts suggest" has destroyed the product; the conflicts are the deliverable.
- The strawman seat. Three experts where one exists to lose is a rigged panel; every seat must be capable of being right.
- De-biasing the professionals. The accountant who also weighs the emotional side has stopped being the accountant; the panel already has a therapist.
- Settling values rows with fake facts. "It depends what you value more" is an honest table entry, and pretending data settles it is the consensus disease returning.
- Panel sprawl. Four-plus experts turns readings into a survey; three frames in real tension is the format.
- Forgetting the real-world handoff. High-stakes cases end each reading with what to bring to the genuine professional — the simulation sharpens that meeting, never replaces it.
1---2name: disagreeing-experts3description: Put one situation in front of three professionals chosen to disagree — the lawyer, the accountant, and the therapist read the same divorce — each ruling independently, with the conflicts surfaced in a disagreement table instead of blended into mush. Use when asked for different professional perspectives, what would a lawyer versus an accountant say, I keep getting one-sided advice, or pressure-test this from multiple angles. Produces three independent readings, the disagreement table with why the frames diverge, and the decision map of which expert to weight for which sub-decision. The anti-consensus skill: it never averages.4---5
6# Disagreeing Experts Skill
7
8Ask one professional and you get their profession's answer: the lawyer sees exposure, the accountant sees the tax year, the therapist sees what the fight is actually about — and each is right inside their frame while the frames point different directions. Ask an AI and you usually get something worse: all three blended into an even-handed paste where the conflicts, which were the information, have been smoothed away. This skill refuses the blend. It picks the three professionals *most likely to disagree* about your situation, has each read it cold and rule independently — verdict, reasoning, what they would ask first, what they would charge you to stop doing — and then puts the disagreements in a table, named and explained. Because where experts disagree is exactly where your real decision lives.
9
10## What This Skill Produces
11
12- **The panel selection** — three professions chosen for maximum productive disagreement about *this* situation, with the reason each earned a seat
13- **Three independent readings** — each expert's verdict and reasoning in their own professional register, written as if the others do not exist
14- **The disagreement table** — every point of conflict: who says what, why their frames diverge, and what fact would settle it
15- **The convergence list** — the short set all three agree on, which is as informative as the conflicts and usually actionable immediately
16- **The first-question set** — what each expert would ask before advising, since the questions reveal each frame's blind spots in the others
17- **The decision map** — which expert to weight for which sub-decision, replacing "who is right" with "right about what"
18
19## Required Inputs
20
21Ask for these if not provided:
22- **The situation** — in full, messy is fine; each expert will extract what their frame considers relevant, and the differences in extraction are part of the output
23- **The decision in play** — what actually gets decided after this, so the readings aim at something
24- **The panel, if the requester wants to choose** — otherwise the skill selects for disagreement and says why; a panel that will agree is a wasted panel
25- **The advice already received** — whose frame has already been heard, so the panel can be weighted toward the unheard frames
26- **The constraints** — anything already fixed (deadlines, budgets, relationships that must survive), which the experts must respect rather than advise away
27
28## Framework: Select for Conflict, Rule Independently, Surface the Fault Lines
29
301. **Choose the panel for disagreement, not coverage.** The useful panel holds frames in genuine tension for this case: risk versus growth, this-year versus decade, the relationship versus the transaction. Three experts who would nod at each other teach nothing; the selection step must be able to say what each pair will fight about *before* the readings are written.
312. **Write each reading in isolation and in register.** Each expert reads the situation cold — no references to the other readings, no pre-softening. The lawyer writes like a lawyer (exposure, worst-case, paper trail); the therapist writes like a therapist (patterns, needs, what is not being said). The registers are kept distinct on purpose: the *vocabulary* differences carry information.
323. **Let each expert be professionally biased.** The accountant is allowed to care about the tax consequence more than the marriage; that is what accountants are for. The bias is labelled, never corrected — correcting it re-blends the paste.
334. **Build the disagreement table as the centrepiece.** For each conflict: the positions, the frame-reason they diverge (different time horizons? different definitions of risk? different clients — the lawyer protects *you*, the therapist protects the *relationship*?), and the fact or value judgment that would settle it. Some rows settle with information; some are genuinely values — the table says which.
345. **Extract the convergence honestly.** When three hostile frames agree on something, that something is load-bearing. The convergence list is short, and each item on it can usually be acted on today regardless of the rest.
356. **Map experts to sub-decisions.** The verdict is never "the lawyer wins." It is: weight the lawyer on the signature, the accountant on the timing, the therapist on the conversation — with the requester left holding the values calls the table exposed, which is where they belonged.
36
37## Output Format
38
39### Disagreeing experts: [situation] · panel: [A / B / C]
40
41**Why this panel:** [what each pair will conflict about — declared before the readings]
42
43---
44**[Expert A]'s reading** — [verdict in one line]
45[Their reasoning, in their register · what they would ask first · what they would tell you to stop doing]
46
47**[Expert B]'s reading** — [...]
48
49**[Expert C]'s reading** — [...]
50
51---
52**The disagreement table**
53| Question | [A] says | [B] says | [C] says | Why they diverge | Settles with |
54|---|---|---|---|---|---|
55| [conflict] | | | | [frame reason] | [a fact / a values call — whose] |
56
57**Where all three agree:** [the short list — act on these first]
58
59**The decision map:** [sub-decision → which expert to weight, and why] · **Left with you:** [the values calls, named plainly]
60
61> Three simulated professional frames, not three professionals. For decisions with real legal, financial, or clinical stakes, the output's job is to make the real consultations sharper — each reading ends with what to bring to the actual expert.
62
63## Quality Checks
64- [ ] The panel selection predicts the disagreements before the readings exist
65- [ ] Each reading stands alone, in its own register, with its bias intact and labelled
66- [ ] The disagreement table explains *why* frames diverge, not just that they do
67- [ ] Each conflict row says whether information or values would settle it
68- [ ] The convergence list exists and is genuinely actionable
69- [ ] The decision map assigns experts to sub-decisions instead of crowning one
70
71## Anti-Patterns
72- **The blend.** Any sentence beginning "on balance, the experts suggest" has destroyed the product; the conflicts are the deliverable.
73- **The strawman seat.** Three experts where one exists to lose is a rigged panel; every seat must be capable of being right.
74- **De-biasing the professionals.** The accountant who also weighs the emotional side has stopped being the accountant; the panel already has a therapist.
75- **Settling values rows with fake facts.** "It depends what you value more" is an honest table entry, and pretending data settles it is the consensus disease returning.
76- **Panel sprawl.** Four-plus experts turns readings into a survey; three frames in real tension is the format.
77- **Forgetting the real-world handoff.** High-stakes cases end each reading with what to bring to the genuine professional — the simulation sharpens that meeting, never replaces it.
Mohit Aggarwal