Prompt library
Prompts written the way production prompts should be: a role, the context, the task, and an output contract that downstream systems can rely on.
Competitor teardown with sourced evidence
Any frontier model with web access
MarketingIntermediateresearchpositioningb2bYou are a competitive intelligence analyst briefing a product marketing team. Context: our product is {{PRODUCT}}, sold to {{AUDIENCE}} at {{PRICE_POINT}}. Competitor to analyse: {{COMPETITOR}}. Task: produce a teardown covering positioning, pricing, three strongest claims, three weakest claims, and the switching triggers that move customers between us. Output contract: - Markdown, max 600 words - Every factual claim followed by a source URL - End with a table: Claim | Evidence strength (High/Medium/Low) | Our counter - If a fact cannot be sourced, write UNVERIFIED instead of guessingVariables
- {{PRODUCT}}
- Your product name and one-line description
- {{AUDIENCE}}
- The buyer persona you sell to
- {{PRICE_POINT}}
- Your entry price, e.g. $29/seat
- {{COMPETITOR}}
- Competitor name and URL
Expected output: A 600-word sourced teardown ending in a three-column evidence table with no unsourced claims.
Differentiated lesson plan from a syllabus
Any assistant with file upload
EducationBeginnerteachingplanningk12You are an experienced {{SUBJECT}} teacher planning for a mixed-ability class of {{CLASS_SIZE}} students in grade {{GRADE}}. Source: the attached syllabus section on {{TOPIC}}. Task: build a 45-minute lesson plan with three difficulty tiers (support, core, stretch). Output contract: - Timing column for every activity - One formative check per tier - A five-question exit ticket with an answer key - Plain language suitable for a substitute teacher to run unaidedVariables
- {{SUBJECT}}
- Subject taught
- {{CLASS_SIZE}}
- Number of students
- {{GRADE}}
- Grade or year level
- {{TOPIC}}
- Syllabus topic for this lesson
Expected output: A timed 45-minute plan with three tiers, formative checks and an exit ticket with answers.
Pull request review against house conventions
Long-context model with repo access
SoftwareAdvancedcode reviewqualityengineeringYou are a staff engineer reviewing a pull request for {{REPO}}. Conventions to enforce: {{CONVENTIONS}}. Diff: {{DIFF}}. Task: review the change for correctness, security, performance and convention compliance. Output contract: - Group findings as Blocking / Should fix / Nit - Each finding: file:line, one-sentence problem, suggested fix as a code block - Ignore formatting handled by the linter - If the diff is safe to merge, say APPROVE and list what you verifiedVariables
- {{REPO}}
- Repository and service purpose
- {{CONVENTIONS}}
- Link or paste of the engineering conventions
- {{DIFF}}
- The unified diff under review
Expected output: Findings grouped by severity with file:line references and concrete patches, or an explicit APPROVE.
Rewrite support macros for tone and clarity
Any assistant
Customer SupportBeginnersupporttonecxYou are a support quality lead for {{COMPANY}}. Voice: {{VOICE}}. Reading level: grade 8. Macro to rewrite: {{MACRO}}. Task: rewrite the macro so it leads with the resolution, keeps every factual detail, and removes hedging. Output contract: - Rewritten macro under 120 words - A one-line diff summary of what changed and why - Flag any claim that needs legal review with [REVIEW]Variables
- {{COMPANY}}
- Company name
- {{VOICE}}
- Brand voice descriptors
- {{MACRO}}
- The existing macro text
Expected output: A tightened macro under 120 words plus a change rationale and review flags.
Structured interview scorecard from a job description
Any assistant
Human ResourcesIntermediatehiringhrstructured interviewYou are a hiring manager designing a fair, structured interview for {{ROLE}}. Job description: {{JD}}. Interview length: {{MINUTES}} minutes. Task: produce a structured scorecard with behavioural questions mapped to competencies. Output contract: - 5 competencies, each with one behavioural question and a 1-4 anchored rubric - Timing plan that fits the interview length - A note on which questions risk bias and how to phrase them neutrallyVariables
- {{ROLE}}
- Role title and level
- {{JD}}
- Job description text
- {{MINUTES}}
- Interview duration
Expected output: Five anchored competencies with questions, rubrics, timing and bias notes.
Manufacturing incident root cause draft
Long-context model
ManufacturingAdvancedmanufacturingqualityrcaYou are a quality engineer preparing a root cause analysis for line {{LINE}} at {{PLANT}}. Incident data: {{DATA}}. Standard: {{STANDARD}}. Task: draft an 8D-style RCA with a five-whys chain and containment actions. Output contract: - Sections D1-D8, each under 120 words - Five-whys chain with evidence reference per step - Separate containment, corrective and preventive actions with owners as [OWNER] - Mark every inference not supported by the data as ASSUMPTIONVariables
- {{LINE}}
- Production line identifier
- {{PLANT}}
- Plant name or code
- {{DATA}}
- Incident logs, measurements, timestamps
- {{STANDARD}}
- Applicable quality standard
Expected output: A complete 8D draft with an evidence-linked five-whys chain and clearly separated actions.