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Product Kits package Utilito tools into complete jobs with clear inputs, samples, and typed failures. Pick a common job below, or browse all 30 kits.
Common jobs
- Integration Launch KitGo from client setup to one schema-checked, verified Utilito call.
- Structured Output Recovery KitTurn malformed JSON or tool output into canonical JSON with validation evidence and a safe retry action.
- Contract Release Gate KitGate one bounded JSON Schema, tool contract, or OpenAPI operation release with direction-aware compatibility and fixture evidence.
- Context Budget Planning KitAllocate whole submitted content records against an explicit context budget and estimate cost without inspecting, reflecting, ranking, or rewriting content.
- Agent Connection Diagnostic KitDiagnose a sanitized MCP or agent client configuration and submitted connection transcript offline without opening a connection.
- CI Failure Review KitTurn one bounded CI failure log into line-addressable evidence, submitted patch status, a safe report, and an agent-ready context pack.
- RAG Evidence Preparation KitTurn already-retrieved records into bounded citation-ready evidence with exact quotes and explicit omissions.
- Agent Run Forensics & Handoff KitTurn a failed or paused agent run into a redacted deterministic timeline, conservative retry review, and manual handoff artifacts.
All kits
Connect and recover5 kits · Install, diagnose, and fix broken structured output.
- Integration Launch KitGo from client setup to one schema-checked, verified Utilito call.
- Structured Output Recovery KitTurn malformed JSON or tool output into canonical JSON with validation evidence and a safe retry action.
- Agent Connection Diagnostic KitDiagnose a sanitized MCP or agent client configuration and submitted connection transcript offline without opening a connection.
- Agent Tool-Call Replay KitValidate one submitted tool-call trace and package an inert deterministic replay fixture without executing any tool.
- Offline API Batch Production KitGenerate fixed-origin curl, JavaScript, and Python production artifacts for one validated Utilito API batch without executing it.
Context and handoff5 kits · Budget, package, and review what an agent should see next.
- Context Budget Planning KitAllocate whole submitted content records against an explicit context budget and estimate cost without inspecting, reflecting, ranking, or rewriting content.
- Large Payload Reduction KitReduce explicitly selected JSON, JSONL, text, or log content into a bounded whole-unit artifact with exact omission evidence.
- RAG Evidence Preparation KitTurn already-retrieved records into bounded citation-ready evidence with exact quotes and explicit omissions.
- CI Failure Review KitTurn one bounded CI failure log into line-addressable evidence, submitted patch status, a safe report, and an agent-ready context pack.
- Agent Run Forensics & Handoff KitTurn a failed or paused agent run into a redacted deterministic timeline, conservative retry review, and manual handoff artifacts.
Contracts and release11 kits · Validate schemas, fixtures, migrations, and release evidence.
- Contract Release Gate KitGate one bounded JSON Schema, tool contract, or OpenAPI operation release with direction-aware compatibility and fixture evidence.
- Tool Schema Publishing KitPublish one strict tool contract into deterministic provider definitions, executable fixtures, assertions, OpenAPI, and documentation.
- Prompt Regression KitCompare bounded prompt templates with explicit variables, literal fixtures, estimated context and cost assumptions, and deterministic release rules.
- API Migration KitTurn one bounded schema or selected inline OpenAPI operation change into explicit payload, client, fixture, and caller migration artifacts.
- Release Evidence KitCombine submitted checks, artifact integrity metadata, limitations, rollback notes, and evidence references into one deterministic release packet.
- Product Contract Review KitReview one submitted deterministic product contract for schema, sample, limit, claim, privacy, provenance, and API/MCP consistency.
- LLM Provider Message Migration KitConvert submitted message and tool-call fixtures between OpenAI, Anthropic, Gemini, and canonical Utilito shapes without a model rewrite.
- Webhook Normalization KitNormalize submitted webhook fixtures into one strict canonical event contract with explicit mappings, reviewable rejections, and handler artifacts.
- Configuration Migration KitConvert one bounded JSON, YAML, TOML, or env configuration with explicit type, omission, rename, and secret-handling evidence.
- Data Migration Prep KitPrepare explicitly mapped structured data for a manual import with safe exports, rejected-row evidence, and integrity digests.
- Evaluation Dataset QA KitPreflight one bounded evaluation dataset and compare submitted candidate and baseline outputs with deterministic exact-match evidence.
Deliverables and QA9 kits · Assemble reviewable artifacts without inventing evidence.
- Web Release QA KitCombine submitted local web QA evidence into a truthful deterministic pass, block, or unknown release matrix.
- Accessibility Remediation KitTurn submitted accessibility findings and browser-local HTML into prioritized remediation tasks, contrast alternatives, and regression assertions without a false compliance claim.
- HTTP Security Remediation KitTurn submitted HTTP headers and optional local HTML metadata into sanitized security findings, reviewable header candidates, assertions, and a remediation report.
- Image Delivery Production KitTurn one browser-local image into bounded responsive variants, accurate srcset markup, integrity metadata, and a truthful pixel-memory delivery receipt.
- Image Delivery Audit KitAudit one browser-local image and submitted delivery metadata for responsive coverage, decoded memory, bandwidth assumptions, and render risks without changing the image.
- PDF Deliverable Assembly KitCombine, reorder, rotate, omit, and label pages from local PDFs into one verified deliverable and exact assembly manifest.
- Mermaid Diagram Delivery KitValidate one bounded Mermaid flowchart and generate accessible SVG plus optional PNG entirely in the browser with actual-byte integrity receipts.
- File Verification Handoff KitCompare selected browser-local files with a strict integrity manifest and create an exact verification handoff packet without uploading file bytes.
- Finance Scenario Memo KitCompare two to five explicit finance scenarios in one family and export a deterministic review memo.