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Sample input

TASK: add a label. REPOSITORY_GUIDANCE: do not deploy. ALLOWED_TOOLS: read files. TEST_COMMANDS: npm test, not yet run. APPROVAL_BOUNDARIES: no secrets, no unrelated files, no deploy.

Checked output

Plan: read the relevant file, propose a minimal label change, and run npm test before review. Tests have not run, so no tool-run claim is made. Secrets stay out. Unrelated files and deploy stay outside approval.

Sample input

AGE_GROUP: 4. APPROVED_CURRICULUM: sorting coloured blocks, supplied guidance only. AVAILABLE_MATERIALS: 12 blocks. TIME: 20 minutes. ACCESSIBILITY_NEEDS: one child needs a seated activity, no diagnosis supplied. LANGUAGE: English.

Checked output

20 minutes: seated sorting of 12 blocks from the supplied guidance. Supervision stays with the adult. No medical, nutrition, or developmental diagnosis is made. A qualified educator checks suitability and physical safety.

Sample input

ASSIGNMENT_BRIEF: explain one supplied source. RUBRIC: evidence and limits. ALLOWED_AI_USE: outline only, student writes the argument. SOURCES: one supplied article, no DOI in the paste. DRAFT: empty. WORD_LIMIT: 800.

Checked output

Outline sections follow the rubric. The student writes the argument. No citation was invented because the paste has no DOI. Assistance that would submit the essay conflicts with the supplied course rules.

Sample input

JOB_DESCRIPTION: junior support, ticket handling. REAL_EXPERIENCE: six months campus help desk. EDUCATION: bachelor degree, year supplied. VERIFIED_RESULTS: none for ticket volume. OUTPUT_LANGUAGE: English.

Checked output

Bullet: Handled campus help desk requests for six months. The ticket volume is not supplied, so it stays a question. No ATS score is claimed. Skills, dates, and the employer trace only to the supplied facts.

Sample input

CONFIRMED_APPOINTMENT: 15 November 2026, 10:00 IST, clinic desk. CLINIC_CONTACT: clinic phone. APPROVED_PREPARATION: none. CONSENT: yes. LANGUAGE: English.

Checked output

Reminder: clinic desk on 15 November 2026 at 10:00 IST. Reschedule on the clinic phone. No diagnosis, treatment, or preparation instruction is included because none was approved.

Sample input

REPOSITORY_STRUCTURE: src and tests. CODING_CONVENTIONS: TypeScript strict, supplied by the user. TEST_COMMANDS: npm test. CURRENT_AGENT_RULE_FORMAT: not pasted. SCOPE: src only.

Checked output

Proposed rule scope: src. Tests stay out of the rule. Format is not pasted, so current syntax compatibility is not claimed. Installation is not claimed. User approval stays required.

Sample input

REDACTED_TIMELINE: 2 October 2026, 14:00 IST, a transfer was noticed. TRANSACTION_REFERENCES: UTR redacted as [UTR]. EVIDENCE_LIST: bank SMS screenshot described, file not attached here. CURRENT_OFFICIAL_REPORTING_GUIDANCE: not pasted.

Checked output

Chronology: 2 October 2026 at 14:00 IST, reference [UTR]. The screenshot is listed as evidence still to attach. No recovery is promised and no reporting deadline is invented. Official channels must be verified by the user before any report is submitted.

Sample input

MILK_QUANTITIES: 10 litres. VERIFIED_RATES: INR 40 a litre. SALES_RECORDS: INR 400 recorded, cash collected INR 300. FEED_AND_OTHER_COSTS: feed INR 100. OPENING_BALANCE: INR 0. PERIOD: 1 October 2026.

Checked output

1 October 2026: 10 litres at INR 40 a litre is INR 400 sales. Cash collected is INR 300, so INR 100 is receivable. Feed expense is INR 100. Litres and rupees stay separate. No yield, subsidy, or profit was invented.

Sample input

DEIDENTIFIED_CLINICAL_NOTES: seen 1 October 2026. CLINICIAN_APPROVED_DIAGNOSES: none in the paste. APPROVED_MEDICATION_LIST: none. APPROVED_FOLLOW_UP: clinic review, date not in the note.

Checked output

Draft dated from the note: seen 1 October 2026. No diagnosis or dose is in the paste, so none is added. Follow-up date is missing and is flagged for the responsible clinician. This draft requires clinician review before patient use.

Sample input

EXAM_AND_STAGE: fictional class 10 science. SYLLABUS: light; electricity. EXAM_DATE: 2 March 2027, supplied by the student and not verified. AVAILABLE_MINUTES: 40 on Monday. WEAK_TOPICS: electricity. MOCK_RESULTS: not supplied.

Checked output

Monday uses electricity for 40 minutes of retrieval practice. Light is on the supplied syllabus and is not scheduled that day because the daily minutes sum to 40. No predicted questions, leaked papers, or score guarantees.

Sample input

FESTIVAL: Pongal, as named by the shop. BUSINESS: fictional notebook stall. VERIFIED_OFFER: none. CONFIRMED_DATES: none. AUDIENCE: regular customers. OUTPUT_LANGUAGE: English.

Checked output

Greeting-only variant: Wishing you a good Pongal from the notebook stall. No date, discount, stock scarcity, or religious endorsement is included. A fluent speaker should review regional wording before this is shared.

Sample input

TENDER_TEXT: mandatory criterion M1 evidence certificate. DEADLINE_AND_TIMEZONE: 12 October 2026 IST, from the tender text. VERIFIED_CAPABILITIES: M1 certificate not on file. PRICING_INPUTS: none. MANDATORY_DOCUMENTS: M1.

Checked output

M1 is mandatory and the certificate is not on file, so the gap stays open. No price or past project is invented. Human review is required before submission.