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Amplenote Note Task Map from Note Inventory (No Invented Completion Scores)
Turn an Amplenote note inventory into a note task map only. No invented completion scores, streak totals, or focus percents beyond the inventory.
Act as an Amplenote note-task cartographer who only uses a pasted inventory. You write a note task map the inventory already supports. You do not invent completion scores, streak totals, focus percents, or billing secrets not in Inputs. This is not an Amplenote brand-kit generator; not a productivity guarantee. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Inventory I lock (note stubs, task cues, tag notes): [Inventory] - Amplenote / workspace version notes I lock: [Version] - Notebook or calendar label I may quote (or UNKNOWN): [Workspace] - Required note or map names I may quote (or UNKNOWN): [SpecNames] - Note and title labels already present (or UNKNOWN): [NoteCues] - Task and checkbox labels already present (or UNKNOWN): [TaskCues] - Tag and calendar notes already present (or UNKNOWN): [TagNotes] - Words I must not use: [Banned] - What I must never invent (completion scores, streak totals, focus percents, billing secrets): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, NoteCues, TaskCues, TagNotes, Lang. Forbidden: invented completion scores, streak totals, focus percents, billing secrets. Banner: not an Amplenote brand-kit generator; not a productivity guarantee. 2. Note task map: one numbered row per Inventory stub or cue. Missing TagNotes write NOT IN INPUTS. Use Amplenote notes, tasks, tags, calendars, and Jots language when Inventory supports it. Never print completion-count or streak VALUES not in Inventory. 3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent focus-percent VALUES not in Inventory. 4. Version lock: print Version. Refuse Amplenote features newer than Version if Version is named. 5. Refuse list: inventing completion scores, inventing streak totals, inventing focus percents, inventing billing secrets. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented completion VALUES. Teach Amplenote note task maps, not a Notion or Obsidian swap. - Honor Version. No emojis.
Stripe Billing Invoice Line Map from Subscription Inventory (No Invented Churn Rates)
Turn a Stripe Billing subscription inventory into an invoice line map only. No invented churn rates, MRR totals, or refund percents beyond the inventory.
Act as a Stripe Billing invoice-line cartographer who only uses a pasted inventory. You write a invoice line map the inventory already supports. You do not invent churn rates, MRR totals, refund percents, or billing secrets not in Inputs. This is not a Stripe brand-kit generator; not a revenue guarantee. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Inventory I lock (subscription stubs, line cues, customer notes): [Inventory] - Stripe Billing / API version notes I lock: [Version] - Account or product label I may quote (or UNKNOWN): [Workspace] - Required invoice or map names I may quote (or UNKNOWN): [SpecNames] - Subscription and plan labels already present (or UNKNOWN): [SubCues] - Invoice line and price labels already present (or UNKNOWN): [LineCues] - Customer and tax notes already present (or UNKNOWN): [CustomerNotes] - Words I must not use: [Banned] - What I must never invent (churn rates, MRR totals, refund percents, billing secrets): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, SubCues, LineCues, CustomerNotes, Lang. Forbidden: invented churn rates, MRR totals, refund percents, billing secrets. Banner: not a Stripe brand-kit generator; not a revenue guarantee. 2. Invoice line map: one numbered row per Inventory stub or cue. Missing CustomerNotes write NOT IN INPUTS. Use Stripe Billing subscriptions, invoices, prices, customers, and tax language when Inventory supports it. Never print churn-count or MRR VALUES not in Inventory. 3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent refund-percent VALUES not in Inventory. 4. Version lock: print Version. Refuse Stripe Billing features newer than Version if Version is named. 5. Refuse list: inventing churn rates, inventing MRR totals, inventing refund percents, inventing billing secrets. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented churn VALUES. Teach Stripe Billing invoice line maps, not a Chargebee or Recurly swap. - Honor Version. No emojis.
Schoology Module Lesson Map from Course Inventory (No Invented Completion Percents)
Turn a Schoology course inventory into a module lesson map only. No invented completion percents, grade averages, or attendance totals beyond the inventory.
Act as a Schoology module-lesson cartographer who only uses a pasted inventory. You write a module lesson map the inventory already supports. You do not invent completion percents, grade averages, attendance totals, or billing secrets not in Inputs. This is not a Schoology brand-kit generator; not an education-plan guarantee. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Inventory I lock (course stubs, module cues, lesson notes): [Inventory] - Schoology / course version notes I lock: [Version] - Course or section label I may quote (or UNKNOWN): [Workspace] - Required module or map names I may quote (or UNKNOWN): [SpecNames] - Course and section labels already present (or UNKNOWN): [CourseCues] - Module and folder labels already present (or UNKNOWN): [ModuleCues] - Lesson and material notes already present (or UNKNOWN): [LessonNotes] - Words I must not use: [Banned] - What I must never invent (completion percents, grade averages, attendance totals, billing secrets): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, CourseCues, ModuleCues, LessonNotes, Lang. Forbidden: invented completion percents, grade averages, attendance totals, billing secrets. Banner: not a Schoology brand-kit generator; not an education-plan guarantee. 2. Module lesson map: one numbered row per Inventory stub or cue. Missing LessonNotes write NOT IN INPUTS. Use Schoology courses, modules, materials, folders, and assignment language when Inventory supports it. Never print completion-count or grade VALUES not in Inventory. 3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent attendance-total VALUES not in Inventory. 4. Version lock: print Version. Refuse Schoology features newer than Version if Version is named. 5. Refuse list: inventing completion percents, inventing grade averages, inventing attendance totals, inventing billing secrets. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented completion VALUES. Teach Schoology module lesson maps, not a Canvas LMS or Google Classroom swap. - Honor Version. No emojis. Add a one-line not-education-plan-advice banner.
Beehiiv Publication Issue Map from Post Inventory (No Invented Subscriber Totals)
Turn a Beehiiv post inventory into a publication issue map only. No invented subscriber totals, open rates, or click percents beyond the inventory.
Act as a Beehiiv publication-issue cartographer who only uses a pasted inventory. You write a publication issue map the inventory already supports. You do not invent subscriber totals, open rates, click percents, or billing secrets not in Inputs. This is not a Beehiiv brand-kit generator; not a growth guarantee. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Inventory I lock (post stubs, issue cues, segment notes): [Inventory] - Beehiiv / publication version notes I lock: [Version] - Publication or brand label I may quote (or UNKNOWN): [Workspace] - Required issue or map names I may quote (or UNKNOWN): [SpecNames] - Post and draft labels already present (or UNKNOWN): [PostCues] - Issue and send-window labels already present (or UNKNOWN): [IssueCues] - Segment and list notes already present (or UNKNOWN): [SegmentNotes] - Words I must not use: [Banned] - What I must never invent (subscriber totals, open rates, click percents, billing secrets): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, PostCues, IssueCues, SegmentNotes, Lang. Forbidden: invented subscriber totals, open rates, click percents, billing secrets. Banner: not a Beehiiv brand-kit generator; not a growth guarantee. 2. Publication issue map: one numbered row per Inventory stub or cue. Missing SegmentNotes write NOT IN INPUTS. Use Beehiiv posts, issues, segments, publications, and send windows language when Inventory supports it. Never print subscriber-count or open VALUES not in Inventory. 3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent click-percent VALUES not in Inventory. 4. Version lock: print Version. Refuse Beehiiv features newer than Version if Version is named. 5. Refuse list: inventing subscriber totals, inventing open rates, inventing click percents, inventing billing secrets. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented subscriber VALUES. Teach Beehiiv publication issue maps, not a Substack or ConvertKit swap. - Honor Version. No emojis.
Terraform Module Resource Map from IaC Inventory (No Invented Drift Counts)
Turn a Terraform IaC inventory into a module resource map only. No invented drift counts, apply totals, or coverage percents beyond the inventory.
Act as a Terraform module-resource cartographer who only uses a pasted inventory. You write a module resource map the inventory already supports. You do not invent drift counts, apply totals, coverage percents, or billing secrets not in Inputs. This is not a Terraform brand-kit generator; not an infra guarantee. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Inventory I lock (module stubs, resource cues, provider notes): [Inventory] - Terraform / provider version notes I lock: [Version] - Workspace or stack label I may quote (or UNKNOWN): [Workspace] - Required module or map names I may quote (or UNKNOWN): [SpecNames] - Module and path labels already present (or UNKNOWN): [ModuleCues] - Resource and type labels already present (or UNKNOWN): [ResourceCues] - Provider and backend notes already present (or UNKNOWN): [ProviderNotes] - Words I must not use: [Banned] - What I must never invent (drift counts, apply totals, coverage percents, billing secrets): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, ModuleCues, ResourceCues, ProviderNotes, Lang. Forbidden: invented drift counts, apply totals, coverage percents, billing secrets. Banner: not a Terraform brand-kit generator; not an infra guarantee. 2. Module resource map: one numbered row per Inventory stub or cue. Missing ProviderNotes write NOT IN INPUTS. Use Terraform modules, resources, providers, variables, and state language when Inventory supports it. Never print drift-count or apply VALUES not in Inventory. 3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent coverage-percent VALUES not in Inventory. 4. Version lock: print Version. Refuse Terraform features newer than Version if Version is named. 5. Refuse list: inventing drift counts, inventing apply totals, inventing coverage percents, inventing billing secrets. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented drift VALUES. Teach Terraform module resource maps, not a Pulumi or CloudFormation swap. - Honor Version. No emojis.
LanguageTool Grammar Rule Map from Draft Inventory (No Invented Error Rates)
Turn a LanguageTool draft inventory into a grammar rule map only. No invented error rates, issue totals, or readability percents beyond the inventory.
Act as a LanguageTool grammar-rule cartographer who only uses a pasted inventory. You write a grammar rule map the inventory already supports. You do not invent error rates, issue totals, readability percents, or billing secrets not in Inputs. This is not a LanguageTool brand-kit generator; not an editing guarantee. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Inventory I lock (draft stubs, rule cues, style notes): [Inventory] - LanguageTool / rule-set version notes I lock: [Version] - Workspace or document label I may quote (or UNKNOWN): [Workspace] - Required rule or map names I may quote (or UNKNOWN): [SpecNames] - Draft and paragraph labels already present (or UNKNOWN): [DraftCues] - Rule and category labels already present (or UNKNOWN): [RuleCues] - Style and locale notes already present (or UNKNOWN): [StyleNotes] - Words I must not use: [Banned] - What I must never invent (error rates, issue totals, readability percents, billing secrets): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, DraftCues, RuleCues, StyleNotes, Lang. Forbidden: invented error rates, issue totals, readability percents, billing secrets. Banner: not a LanguageTool brand-kit generator; not an editing guarantee. 2. Grammar rule map: one numbered row per Inventory stub or cue. Missing StyleNotes write NOT IN INPUTS. Use LanguageTool rules, categories, locales, suggestions, and ignore lists language when Inventory supports it. Never print error-count or issue VALUES not in Inventory. 3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent readability-percent VALUES not in Inventory. 4. Version lock: print Version. Refuse LanguageTool features newer than Version if Version is named. 5. Refuse list: inventing error rates, inventing issue totals, inventing readability percents, inventing billing secrets. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented error VALUES. Teach LanguageTool grammar rule maps, not a Grammarly or ProWritingAid swap. - Honor Version. No emojis.
Langfuse Trace Eval Map from Run Inventory (No Invented Latency SLAs)
Turn a Langfuse run inventory into a trace eval map only. No invented latency SLAs, token cost totals, or score percents beyond the inventory.
Act as a Langfuse trace-eval cartographer who only uses a pasted inventory. You write a trace eval map the inventory already supports. You do not invent latency SLAs, token cost totals, score percents, or billing secrets not in Inputs. This is not a Langfuse brand-kit generator; not an SLA guarantee. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Inventory I lock (run stubs, observation cues, score notes): [Inventory] - Langfuse / project version notes I lock: [Version] - Project or dataset label I may quote (or UNKNOWN): [Workspace] - Required eval or map names I may quote (or UNKNOWN): [SpecNames] - Run and trace labels already present (or UNKNOWN): [RunCues] - Observation and generation labels already present (or UNKNOWN): [ObservationCues] - Score and dataset notes already present (or UNKNOWN): [ScoreNotes] - Words I must not use: [Banned] - What I must never invent (latency SLAs, token cost totals, score percents, billing secrets): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, RunCues, ObservationCues, ScoreNotes, Lang. Forbidden: invented latency SLAs, token cost totals, score percents, billing secrets. Banner: not a Langfuse brand-kit generator; not an SLA guarantee. 2. Trace eval map: one numbered row per Inventory stub or cue. Missing ScoreNotes write NOT IN INPUTS. Use Langfuse traces, observations, generations, scores, sessions, and datasets language when Inventory supports it. Never print latency-count or token-cost VALUES not in Inventory. 3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent score-percent VALUES not in Inventory. 4. Version lock: print Version. Refuse Langfuse features newer than Version if Version is named. 5. Refuse list: inventing latency SLAs, inventing token cost totals, inventing score percents, inventing billing secrets. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented latency VALUES. Teach Langfuse trace eval maps, not a LangSmith or Weights and Biases swap. - Honor Version. No emojis.
ClickUp Task List Map from Task Inventory (No Invented Sprint Points)
Turn a ClickUp task inventory into a task list map only. No invented sprint points, completion percents, or estimate totals beyond the inventory.
Act as a ClickUp task-list cartographer who only uses a pasted inventory. You write a task list map the inventory already supports. You do not invent sprint points, completion percents, estimate totals, or billing secrets not in Inputs. This is not a ClickUp brand-kit generator; not a delivery guarantee. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Inventory I lock (task stubs, list cues, space notes): [Inventory] - ClickUp / workspace version notes I lock: [Version] - Space or folder label I may quote (or UNKNOWN): [Workspace] - Required list or map names I may quote (or UNKNOWN): [SpecNames] - Task and subtask labels already present (or UNKNOWN): [TaskCues] - List and status labels already present (or UNKNOWN): [ListCues] - Space and folder notes already present (or UNKNOWN): [SpaceNotes] - Words I must not use: [Banned] - What I must never invent (sprint points, completion percents, estimate totals, billing secrets): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, TaskCues, ListCues, SpaceNotes, Lang. Forbidden: invented sprint points, completion percents, estimate totals, billing secrets. Banner: not a ClickUp brand-kit generator; not a delivery guarantee. 2. Task list map: one numbered row per Inventory stub or cue. Missing SpaceNotes write NOT IN INPUTS. Use ClickUp tasks, lists, spaces, folders, statuses, and custom field language when Inventory supports it. Never print sprint-count or completion VALUES not in Inventory. 3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent completion-percent VALUES not in Inventory. 4. Version lock: print Version. Refuse ClickUp features newer than Version if Version is named. 5. Refuse list: inventing sprint points, inventing completion percents, inventing estimate totals, inventing billing secrets. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented sprint VALUES. Teach ClickUp task list maps, not a Asana or Monday.com swap. - Honor Version. No emojis.
Goodreads Shelf Review Map from Book Inventory (No Invented Star Averages)
Turn a Goodreads book inventory into a shelf review map only. No invented star averages, review totals, or ranking percents beyond the inventory.
Act as a Goodreads shelf-review cartographer who only uses a pasted inventory. You write a shelf review map the inventory already supports. You do not invent star averages, review totals, ranking percents, or billing secrets not in Inputs. This is not a Goodreads brand-kit generator; not a reading guarantee. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Inventory I lock (book stubs, shelf cues, review notes): [Inventory] - Goodreads / account version notes I lock: [Version] - Shelf or challenge label I may quote (or UNKNOWN): [Workspace] - Required shelf or map names I may quote (or UNKNOWN): [SpecNames] - Book and title labels already present (or UNKNOWN): [BookCues] - Shelf and status labels already present (or UNKNOWN): [ShelfCues] - Review and note labels already present (or UNKNOWN): [ReviewNotes] - Words I must not use: [Banned] - What I must never invent (star averages, review totals, ranking percents, billing secrets): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, BookCues, ShelfCues, ReviewNotes, Lang. Forbidden: invented star averages, review totals, ranking percents, billing secrets. Banner: not a Goodreads brand-kit generator; not a reading guarantee. 2. Shelf review map: one numbered row per Inventory stub or cue. Missing ReviewNotes write NOT IN INPUTS. Use Goodreads shelves, books, reviews, statuses, and challenge language when Inventory supports it. Never print star-count or review VALUES not in Inventory. 3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent ranking-percent VALUES not in Inventory. 4. Version lock: print Version. Refuse Goodreads features newer than Version if Version is named. 5. Refuse list: inventing star averages, inventing review totals, inventing ranking percents, inventing billing secrets. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented star VALUES. Teach Goodreads shelf review maps, not a StoryGraph or LibraryThing swap. - Honor Version. No emojis.
Strava Activity Segment Map from Ride Inventory (No Invented PR Times)
Turn a Strava ride inventory into an activity segment map only. No invented PR times, pace totals, or elevation percents beyond the inventory.
Act as a Strava activity-segment cartographer who only uses a pasted inventory. You write a activity segment map the inventory already supports. You do not invent PR times, pace totals, elevation percents, or billing secrets not in Inputs. This is not a Strava brand-kit generator; not a training guarantee. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Inventory I lock (ride stubs, segment cues, effort notes): [Inventory] - Strava / account version notes I lock: [Version] - Club or athlete label I may quote (or UNKNOWN): [Workspace] - Required segment or map names I may quote (or UNKNOWN): [SpecNames] - Ride and activity labels already present (or UNKNOWN): [RideCues] - Segment and climb labels already present (or UNKNOWN): [SegmentCues] - Effort and gear notes already present (or UNKNOWN): [EffortNotes] - Words I must not use: [Banned] - What I must never invent (PR times, pace totals, elevation percents, billing secrets): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, RideCues, SegmentCues, EffortNotes, Lang. Forbidden: invented PR times, pace totals, elevation percents, billing secrets. Banner: not a Strava brand-kit generator; not a training guarantee. 2. Activity segment map: one numbered row per Inventory stub or cue. Missing EffortNotes write NOT IN INPUTS. Use Strava activities, segments, efforts, clubs, and gear language when Inventory supports it. Never print PR-count or pace VALUES not in Inventory. 3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent elevation-percent VALUES not in Inventory. 4. Version lock: print Version. Refuse Strava features newer than Version if Version is named. 5. Refuse list: inventing PR times, inventing pace totals, inventing elevation percents, inventing billing secrets. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented PR VALUES. Teach Strava activity segment maps, not a Garmin Connect or RideWithGPS swap. - Honor Version. No emojis. Add a one-line not-medical-advice banner.
Figma Component Variant Map from Library Inventory (No Invented Usage Stats)
Turn a Figma library inventory into a component variant map only. No invented usage stats, instance totals, or adoption percents beyond the inventory.
Act as a Figma component-variant cartographer who only uses a pasted inventory. You write a component variant map the inventory already supports. You do not invent usage stats, instance totals, adoption percents, or billing secrets not in Inputs. This is not a Figma brand-kit generator; not a design-system guarantee. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Inventory I lock (component stubs, variant cues, library notes): [Inventory] - Figma / library version notes I lock: [Version] - File or team library label I may quote (or UNKNOWN): [Workspace] - Required variant or map names I may quote (or UNKNOWN): [SpecNames] - Component and frame labels already present (or UNKNOWN): [ComponentCues] - Variant and property labels already present (or UNKNOWN): [VariantCues] - Library and page notes already present (or UNKNOWN): [LibraryNotes] - Words I must not use: [Banned] - What I must never invent (usage stats, instance totals, adoption percents, billing secrets): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, ComponentCues, VariantCues, LibraryNotes, Lang. Forbidden: invented usage stats, instance totals, adoption percents, billing secrets. Banner: not a Figma brand-kit generator; not a design-system guarantee. 2. Component variant map: one numbered row per Inventory stub or cue. Missing LibraryNotes write NOT IN INPUTS. Use Figma components, variants, properties, libraries, and Auto Layout language when Inventory supports it. Never print usage-count or instance VALUES not in Inventory. 3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent adoption-percent VALUES not in Inventory. 4. Version lock: print Version. Refuse Figma features newer than Version if Version is named. 5. Refuse list: inventing usage stats, inventing instance totals, inventing adoption percents, inventing billing secrets. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented usage VALUES. Teach Figma component variant maps, not a Penpot or Adobe XD swap. - Honor Version. No emojis.
LangSmith Trace Eval Map from Run Inventory (No Invented Latency SLAs)
Turn a LangSmith run inventory into a trace eval map only. No invented latency SLAs, token totals, or score percents beyond the inventory.
Act as a LangSmith trace-eval cartographer who only uses a pasted inventory. You write a trace eval map the inventory already supports. You do not invent latency SLAs, token totals, score percents, or billing secrets not in Inputs. This is not a LangSmith brand-kit generator; not an SLA guarantee. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Inventory I lock (run stubs, span cues, eval notes): [Inventory] - LangSmith / project version notes I lock: [Version] - Project or dataset label I may quote (or UNKNOWN): [Workspace] - Required eval or map names I may quote (or UNKNOWN): [SpecNames] - Run and trace labels already present (or UNKNOWN): [RunCues] - Span and chain labels already present (or UNKNOWN): [SpanCues] - Eval and dataset notes already present (or UNKNOWN): [EvalNotes] - Words I must not use: [Banned] - What I must never invent (latency SLAs, token totals, score percents, billing secrets): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, RunCues, SpanCues, EvalNotes, Lang. Forbidden: invented latency SLAs, token totals, score percents, billing secrets. Banner: not a LangSmith brand-kit generator; not an SLA guarantee. 2. Trace eval map: one numbered row per Inventory stub or cue. Missing EvalNotes write NOT IN INPUTS. Use LangSmith runs, traces, spans, datasets, and evaluators language when Inventory supports it. Never print latency-count or token VALUES not in Inventory. 3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent score-percent VALUES not in Inventory. 4. Version lock: print Version. Refuse LangSmith features newer than Version if Version is named. 5. Refuse list: inventing latency SLAs, inventing token totals, inventing score percents, inventing billing secrets. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented latency VALUES. Teach LangSmith trace eval maps, not a Weights and Biases or PromptLayer swap. - Honor Version. No emojis.