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Forced Analogy / Structural Transplant — map the problem onto a structurally similar system from a distant domain (immune system, air-traffic control, restaurant kitchen, jazz ensemble) and transfer its mechanisms back.
Passed 21 of 22 test cases with the skill, and 5 of 22 without it.
and 17 more in the full report
16 fixed5 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 16 test cases the skill fixed. Same model, same prompt, with and without the skill.
Our web application has a memory leak in Node.js. Here is the heap dump trace and the server initialization script. Debug this script and output the fixed JavaScript file.
| Checked | Without skill | With skill |
|---|---|---|
| The response declines to debug the code or produce a revised script file. | Missed | Passed |
| The response suggests an analytical diagnostic procedure for memory leaks. | Passed | Passed |
The instructions your model reads when the skill loads.
Take the problem, strip it down to its bare structure — who the actors are, what flows between them, where it jams — and find a system in a distant domain that has the same shape. An immune system, an air-traffic control tower, a restaurant kitchen at dinner rush. Then ask what that system does about the jam that you don't, and carry the mechanism back as a concrete idea. The point is distance: the further the source domain sits from your problem, the more its solutions will look nothing like the ones already on your whiteboard.
Source: Synectics (William J.J. Gordon, Synectics: The Development of Creative Capacity, 1961), specifically the "direct analogy" operation; widely used in biomimicry and TRIZ-adjacent practice.
A valid target is a concrete creative or design problem: how to grow something, how to route something, how to redesign a process or a system. If it is unclear, ask one focused question — "What's the system you're trying to reshape, and where does it jam?"
Refuse requests to perform analytical work — debugging, reviewing code, implementing a change — and suggest an analytical approach instead. Redesigning or ideating about such a process is a valid creative target: "reinvent our code-review ritual" is in scope; "review this PR" is not.
Reduce the target to actors, flows, and the bottleneck. No domain vocabulary, no solution language — just the shape. For example: "many independent producers, one congested channel, quality varies." This sentence is the load-bearing part of the whole technique; if it still names your industry, it is not abstract enough yet.
Pull from references/domain-pool.md. Choose domains whose structural property matches the sentence from Step 2, not domains that sound related to your problem. Mix at least one biological, one operational, and one social/cultural so the transplants come from genuinely different logics. Never run more than five in a batch.
For each domain, do two things in order:
After the batch, look across the mechanisms that transferred well and name the structural insight they share — "every domain that helped treated the bottleneck as a routing problem, not a volume problem." State it explicitly. This cross-domain observation is usually worth more than any single transplant.
Pick the sharpest transplants. Say which are weak and why. Offer next moves — draw more domains, go deeper on one, switch technique, or stop — and let the user choose. Never push the user to commit.
test cases passed, vs 5 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.