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How to think through work, distilled from a stronger model's demonstrated moves - invoke when STARTING to investigate a confusing behavior or debug a root cause; design or evaluate an approach/proposal; plan a multi-step or long-running task; verify work, review findings, or reconcile conflicting reports; write rules, reports, or docs someone else must act on.
Passed 12 of 20 test cases with the skill, and 11 of 20 without it.
2 fixed11 passed either way8 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.
Users reported on Slack that the payment checkout button disappears on iOS Safari. I haven't reproduced it yet. Formulate a diagnostic plan.
| Checked | Without skill | With skill |
|---|---|---|
| Classifies user Slack reports as unverified hearsay until reproduced in a test session. | Missed | Passed |
The instructions your model reads when the skill loads.
Five domains, each distilled from moves a stronger model actually made (the examples cite
real founding-session events; most are verifiable in the repo — git log, the doctrine
files, archive/ — and the rest come from the founding session's own recorded account).
Governance — whether to delegate, escalate, stop, or claim done — lives in the doctrine
skill; this bundle is how to work the problem once you're in it.
| You are about to… | Read (in this folder) |
|---|---|
| Investigate a bug, a confusing behavior, an unfamiliar system, an anomaly | investigate.md |
| Propose, design, or evaluate an approach (incl. someone else's suggestion) | design.md |
| Start a task with more than ~3 steps, or one that could be interrupted | execute.md |
| Check work — yours or a reviewer's; weigh conflicting reports | verify.md |
| Write anything another model or person must act on (rules, reports, docs) | communicate.md |
Read the ONE file that matches; each is self-contained. If two match (e.g. designing a
verification), read both — they're short. When a task fires this bundle AND doctrine (e.g. "review
this PR" is both a delegation decision and a verification method): doctrine FIRST — decide
whether and to whom to delegate — then the matching methods file for how to do the work.
Every belief is either verified this session or hearsay — the labeling discipline
and the rest of the stance live in investigate.md §3, which is their single home.
test cases passed, vs 11 / 20 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.