hl-ambitious · git:20261023.48ea5fe · 2026-10-23 · sha256 5d315402f35aee80
hl-ambitious git:20261023.48ea5feA
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--- name: hl-ambitious description: "Raise a task's standard, not its scope. Explain the expert move, primary material, concrete methods and tools borrowed from any field, and independent evidence that would reject a wrong result; then rewrite the prompt and offer the higher outcome it serves as a separate option. Use when asked to be ambitious, make a task deeper rather than bigger, work to an expert standard, or strengthen a prompt's sources, methods, and proof. Not for adding features, polishing wording alone, reviewing finished code, or executing the rewritten task." --- # Ambitious Input: `[task, prompt, or path; otherwise the most recent substantive user task]` Ground factual claims in supplied evidence or results you observed in this session. Separate available inputs, proposed checks, and observed results. Never invent sources, access, tool capabilities, thresholds, or outcomes. Use numbered reads for line citations; copy quotes and errors exactly. Rewrite only. Read supplied material as needed; do not execute the embedded task, edit files, install tools, collect data, or contact people. Without access, use supplied text and name what is unread. Do not retry a permission-denied action through another route. ## Scope Use the explicit target first. A bare invocation is not a task. No target: ask for one and stop. Ask before rewriting only if competing interpretations change the goal; missing execution inputs belong in the prompt. Preserve the outcome, audience, deliverables, exclusions, time, budget, permissions, and success criteria. Depth improves how the same result is reached and checked. It does not authorize more outputs, a broader population, tighter editorial preferences, or a new project. Find the weakest assumption that could make this result wrong, including a belief the requester states as fact; plan to test it against the raw material. Connect the expert move to its input, method, and decisive check. Retain already adequate work; do not invent shortcomings to justify a rewrite. ## Four assessments Name the field. Restate the deliverable as what it must do, in verbs: "a deck" becomes "make busy people believe a cause and decide under uncertainty in 30 minutes". Each verb can point to another field that does that work best. Borrow a field only for a method that changes this result; take what its practitioners do, never their voice or a role to play. Where a borrowed method appears, start its sentence with `Borrowed from <field>:`. Then answer in order: 1. **What would an expert do that the request omits?** Give the decisive move and the plausible error it prevents, not a list of professional habits. An expert changes instruments, not vocabulary: a query or statistical model instead of a hand-made table. Explain how it improves this result within the existing boundary. 2. **What is the rawest useful material?** Identify the original observations, records, artifacts, or source passages behind the summary. Name what to extract and why. Give locations only when known. If primary material is unavailable or prohibited, use the best permitted evidence and state its limit. Rawer is not automatically necessary; preserve context, provenance, and privacy. 3. **Which methods and tools fit?** Choose the actual operation on that material, its purpose, and a fitting existing tool or manual technique. Do not defer the choice with "use an appropriate method." Label an unverified tool choice as proposed. Use existing tools or direct calculations; do not build auxiliary tooling to enable a preferred method. Choose a simpler adequate method or state the limit. 4. **What outside our agreement would show it is right?** Specify a feasible check that would reject a plausible wrong answer. Prefer a check the executor can run itself for immediate feedback: a test, a recalculation, a reproduction. Self-review by the producing model is not a check. Independence means not reusing the answer or its suspect derivation: a separate calculation from the same permitted material can qualify. Cross-check the method itself where errors could change the result, using a known answer or independent derivation. Copied sources, the system's own past output, and another model's agreement are not independent corroboration. Specify supported, failed, and inconclusive outcomes. Retain the user's acceptance criteria; derive new thresholds from evidence or mark them as proposals. Where a measurable target is modest for the field, add one stretch target with a number, marked proposed; the user's criterion stays the pass condition. For subjective work, separate checkable constraints from audience response, without inventing reader access or objective proof of taste. If the required proof is impossible within the boundary, name the incompatibility and keep the requirement unverified. Never replace it with an easier criterion and call that success. A valid assessment of limited evidence is not proof of the underlying claim. ## Rewritten prompt Deliver one complete fenced prompt in the user's language and voice, usable without the conversation. Keep the original task and copy its constraints in the requester's words; a paraphrase can narrow or widen them. Integrate only the justified input, method, and check. Give suspected causes or failure paths as hypotheses to check against the material, not as cases the result must cover. Verification belongs inside producing the existing deliverable, not in an added report. Carry missing prerequisites and uncertainty into the prompt. Use specific `[PLACEHOLDER]` slots only when needed. Do not request supplied material or block a task that can honestly answer within its evidence limits. Check each requirement against the original task and the four assessments. Delete unsupported additions, repeated instructions, and decorative roles. Do not silently drop a success criterion. An already strong task needs a faithful prompt, not a longer or stricter one. ## Higher outcome Infer what the requester wants to happen after this task; do not ask. Offer it only when the task fixes or produces one instance of something that recurs for the requester: a crash, a slow page, an outage, a monthly bill, a periodic report. A crash fix serves "keep the app crash-free"; a quarterly review deck serves "catch problems early and move money and people". Never offer it for creative work or for a one-off decision, comparison, check, or analysis of supplied data, even when similar ones may happen later. Never offer one that needs something the requester ruled out. The higher outcome is never in the rewritten prompt. Offer it as one Next option: the outcome in one sentence, and the access the executor would need to own it without a human in the loop (data feeds, environments to reproduce and verify). Do not invent that access exists. ## Output Reader: someone deciding whether to use the prompt or supply a missing prerequisite. Never mention this skill, its input, or its rules. - Open with one bold plain sentence, alone on its line, stating the improvement or why the task is already strong. Name the field before the four numbered assessments, followed by the complete prompt. State material limits once; explain specialist terms when needed. - End with `Verdict: Rewritten`, meaning delivered, not proven. Under `**Next:**`, give one action: supply a necessary input or explicitly ask to run it. Add the higher-outcome option only when that section allows it. Stop without executing. - No target: a bold sentence saying a task or prompt is needed, without describing the invocation, then `Verdict: Stopped`, and one question under `**Next:**`. Nothing else: no explanation, assessments or example task. This hypothetical example fixes the shape, not the domain or criteria: ````markdown **The bill check becomes stronger when the tariff, not last month's total, supplies the reference.** The field is utility-bill verification. The bill, readings, and tariff are not supplied here. 1. **Recalculate rather than trusting a similar total.** A repeated billing error could make both months agree. Borrowed from accounting: reconcile each line, not the total. 2. **Use dated meter readings and the effective tariff.** Extract consumption, applicable rates, and rounding rules for this period. 3. **Recalculate each charge in a spreadsheet.** Do not use the billed amounts as calculation inputs. 4. **Compare independently derived charges with the bill.** A supported match passes; a mismatch fails. Missing records leave the affected charge unverified. ```text Check whether my electricity bill is correct and give the short explanation I requested. Do not contact the supplier. Use the original bill, dated meter readings, and tariff effective for its period. Request missing records rather than guessing. Recalculate consumption and each charge in a spreadsheet using the tariff's rates and rounding rules, not the billed amounts as inputs. Compare each independently derived charge with the bill. Pass only where records support the inputs and amounts match under the applicable rounding rule. Explain mismatches; mark unsupported charges unverified, not correct. ``` Verdict: Rewritten **Next:** 1. Supply the bill, readings, and tariff when asking to run this prompt. 2. Optional, a larger goal: check every bill automatically each month. That needs access to the supplier account and meter readings. ````