Equals

Build the following focused alternative to Equals. This is a deliberately limited personal or small-team substitute, not parity with the paid service.

WORKING SLICE
Import a read-only SQL query result into a workbook, add calculated columns and chart a pinned result snapshot.

SETUP AND ARCHITECTURE
Use TypeScript, React, Node, SQLite and decimal.js for explicit decimal calculations. Prerequisites: A representative CSV with known totals, currency and date conventions, and an agreed calculation specification. Before integrating anything, record actual versions and permissions, plus model files or provider limits only where used, in the README; make unavailable dependencies visible rather than simulating success.

DOMAIN MODEL AND INVARIANTS
Store DataConnection, QueryRevision, ResultSnapshot, CellFormula and ChartRange; source columns are immutable snapshot data and formula evaluation cannot execute arbitrary code.

IMPLEMENTATION CONTRACT
Preserve imported source rows and units, use decimal arithmetic with stated rounding, and retain correction history. Missing values are unknown rather than zero; reports describe records and assumptions rather than giving advice. Provide an input/setup view, the main work view, and a review/export view appropriate to this workflow. Preserve the last saved state if a job or save fails. Include empty, loading, permission-denied, partial and retryable-error states. Log identifiers and error categories without secret values or unnecessary private content.

APP-SPECIFIC BOUNDARY AND RECOVERY
Start with one database and a small documented formula subset. Read-only credentials, query timeouts and row caps are required; do not promise full Excel compatibility or warehouse-scale execution.

ACCEPTANCE SCENARIO
Refresh a query where a column was renamed; flag broken formulas and retain the previous workbook rather than shifting calculations onto the wrong column. Also reopen the app after an interrupted operation, confirm the saved record/export remains inspectable, and document the recovery action. These are implementation acceptance requirements, not a claim that this guide has been tested.

DELIVERY
Deliver a runnable repository with migrations or project-format versioning, a non-sensitive example, environment/permission setup, the exact manual acceptance steps, and a backup/export-and-restore walkthrough. Implement the working slice before optional integrations; list any deferred paid-product capabilities honestly. Do not add capabilities outside the working slice just to resemble the original product.

PROJECT RULES FOR AGENTS.md
Keep the domain invariants above executable at the write boundary. Propose scope changes before adding providers or permissions. Never fabricate source evidence, publish results, identity matches or successful delivery. Preserve user originals and require an explicit confirmation for destructive changes or external publication.

# AGENTS.md — Build guide for Equals

## Project scope
Import a read-only SQL query result into a workbook, add calculated columns and chart a pinned result snapshot.

Catalogue verdict: kinda. The core loop is buildable, but a dependable replacement becomes a real weekend or multi-day project. For Equals, query a database into a spreadsheet-style analysis workbook. The hard boundary is warehouse connectors, sql, collaboration, versioning, and finance workflow polish, plus data model flexibility, collaboration, and integrations.
Use the implementation prompt below to define the deliverable. Complete each phase's acceptance checks before extending the scope.

## Working agreement
- Inspect the repository and its existing instructions before choosing paths, dependencies or commands. Keep one coherent stack and explain changes to the proposed architecture.
- Plan a vertical slice that accepts a real input and produces the useful output described below. Persist only the state the prompt calls for; respect memory-only and upstream-managed workflows. Use fixtures only when they are clearly labelled.
- After scaffolding, document the actual install, development, check and build commands in README and keep them synchronized with the package or project manifest. Do not report commands as successful unless they ran.
- Work in small steps. At handoff, list implemented flows, checks actually performed, remaining blockers, and any credentials or provider setup the owner must supply.
- Do not publish, spend money, contact customers, delete source data or run irreversible migrations without the project owner's authorization.

## Prerequisites
- Runtime and tools: TypeScript, React, Node, SQLite and decimal.js for explicit decimal calculations.
- Before starting: A representative CSV with known totals, currency and date conventions, and an agreed calculation specification.

## Stack and architecture
- TypeScript, React, Node, SQLite and decimal.js for explicit decimal calculations
- Data design: Store DataConnection, QueryRevision, ResultSnapshot, CellFormula and ChartRange; source columns are immutable snapshot data and formula evaluation cannot execute arbitrary code.
- Setup: A representative CSV with known totals, currency and date conventions, and an agreed calculation specification

## Security and data integrity
- Preserve imported source rows and units, use decimal arithmetic with stated rounding, and retain correction history. Missing values are unknown rather than zero; reports describe records and assumptions rather than giving advice.
- Start with one database and a small documented formula subset. Read-only credentials, query timeouts and row caps are required; do not promise full Excel compatibility or warehouse-scale execution.
- Keep secrets outside client bundles and exported projects; document what leaves the device and make retention/deletion controls visible.

## Agent implementation rules
- Project rule — domain: Store DataConnection, QueryRevision, ResultSnapshot, CellFormula and ChartRange; source columns are immutable snapshot data and formula evaluation cannot execute arbitrary code.
- Project rule — scope and recovery: Start with one database and a small documented formula subset. Read-only credentials, query timeouts and row caps are required; do not promise full Excel compatibility or warehouse-scale execution.
- Project rule — acceptance: Refresh a query where a column was renamed; flag broken formulas and retain the previous workbook rather than shifting calculations onto the wrong column.
- Project rule — delivery: document real setup commands and permissions; do not claim a build, accuracy level, performance result or security certification that has not been demonstrated.

## Optional agent skills and references
- Recommended skill: [web-design-guidelines](https://github.com/vercel-labs/agent-skills/blob/main/skills/web-design-guidelines/SKILL.md) — review keyboard access, focus, validation, error recovery and the readable work/review interface or HTML report. Follow the maintainer's installation instructions and match its requirements to the chosen runtime.
- Recommended skill: [sharp-edges](https://github.com/trailofbits/skills/blob/main/plugins/sharp-edges/skills/sharp-edges/SKILL.md) — review configuration and API defaults against the app-specific invariants and recovery boundaries above; this is not a security certification. Follow the maintainer's installation instructions and match its requirements to the chosen runtime.

Read the linked SKILL.md and its dependencies before adding a skill. Select only the skills matching this project's runtime and task; their documentation does not supply API access, credentials or approval to perform external actions. Pin the reviewed revision where the tool supports it. Follow the chosen agent's documented project-level installation mechanism.

## Distribution ideas
These are optional planning notes. Obtain the owner's approval before publishing or contacting anyone.
- Demonstrate this working slice using synthetic or explicitly authorized non-sensitive examples: Import a read-only SQL query result into a workbook, add calculated columns and chart a pinned result snapshot.
- Share a synthetic example export and the acceptance walkthrough; keep real customer, health, financial and source data private: Refresh a query where a column was renamed; flag broken formulas and retain the previous workbook rather than shifting calculations onto the wrong column.
- State the limits before asking someone to replace their existing tool: Start with one database and a small documented formula subset. Read-only credentials, query timeouts and row caps are required; do not promise full Excel compatibility or warehouse-scale execution.

## Engineering roadmap
1. Phase 1 — Pin the working slice and create its example input: Import a read-only SQL query result into a workbook, add calculated columns and chart a pinned result snapshot. Confirm setup: A representative CSV with known totals, currency and date conventions, and an agreed calculation specification.
2. Phase 2 — Implement persistence and write-time invariants before decorating the UI: Store DataConnection, QueryRevision, ResultSnapshot, CellFormula and ChartRange; source columns are immutable snapshot data and formula evaluation cannot execute arbitrary code.
3. Phase 3 — Connect the working view to real saved state. Preserve imported source rows and units, use decimal arithmetic with stated rounding, and retain correction history. Missing values are unknown rather than zero; reports describe records and assumptions rather than giving advice.
4. Phase 4 — Expose the app-specific limits and recovery path in context: Start with one database and a small documented formula subset. Read-only credentials, query timeouts and row caps are required; do not promise full Excel compatibility or warehouse-scale execution.
5. Phase 5 — Walk through this concrete acceptance case and preserve its exported evidence: Refresh a query where a column was renamed; flag broken formulas and retain the previous workbook rather than shifting calculations onto the wrong column. Finish the README and backup/restore instructions; report unfinished capabilities explicitly.

## Paid-product capabilities outside this build
- warehouse connectors, SQL, collaboration, versioning, and finance workflow polish
- real-time multiplayer
- automation and integration breadth
- scale and formula depth
- enterprise permissions

## Implementation prompt
Build the following focused alternative to Equals. This is a deliberately limited personal or small-team substitute, not parity with the paid service.

WORKING SLICE
Import a read-only SQL query result into a workbook, add calculated columns and chart a pinned result snapshot.

SETUP AND ARCHITECTURE
Use TypeScript, React, Node, SQLite and decimal.js for explicit decimal calculations. Prerequisites: A representative CSV with known totals, currency and date conventions, and an agreed calculation specification. Before integrating anything, record actual versions and permissions, plus model files or provider limits only where used, in the README; make unavailable dependencies visible rather than simulating success.

DOMAIN MODEL AND INVARIANTS
Store DataConnection, QueryRevision, ResultSnapshot, CellFormula and ChartRange; source columns are immutable snapshot data and formula evaluation cannot execute arbitrary code.

IMPLEMENTATION CONTRACT
Preserve imported source rows and units, use decimal arithmetic with stated rounding, and retain correction history. Missing values are unknown rather than zero; reports describe records and assumptions rather than giving advice. Provide an input/setup view, the main work view, and a review/export view appropriate to this workflow. Preserve the last saved state if a job or save fails. Include empty, loading, permission-denied, partial and retryable-error states. Log identifiers and error categories without secret values or unnecessary private content.

APP-SPECIFIC BOUNDARY AND RECOVERY
Start with one database and a small documented formula subset. Read-only credentials, query timeouts and row caps are required; do not promise full Excel compatibility or warehouse-scale execution.

ACCEPTANCE SCENARIO
Refresh a query where a column was renamed; flag broken formulas and retain the previous workbook rather than shifting calculations onto the wrong column. Also reopen the app after an interrupted operation, confirm the saved record/export remains inspectable, and document the recovery action. These are implementation acceptance requirements, not a claim that this guide has been tested.

DELIVERY
Deliver a runnable repository with migrations or project-format versioning, a non-sensitive example, environment/permission setup, the exact manual acceptance steps, and a backup/export-and-restore walkthrough. Implement the working slice before optional integrations; list any deferred paid-product capabilities honestly. Do not add capabilities outside the working slice just to resemble the original product.

PROJECT RULES FOR AGENTS.md
Keep the domain invariants above executable at the write boundary. Propose scope changes before adding providers or permissions. Never fabricate source evidence, publish results, identity matches or successful delivery. Preserve user originals and require an explicit confirmation for destructive changes or external publication.

## Completion evidence
Demonstrate the prompt's acceptance scenarios against the scoped workflow. Include setup from a clean checkout and failure recovery. Check persistence across restart and export/restore only for the state the prompt says to store; for memory-only tools, confirm that temporary content is discarded as specified. Record actual results and remaining limitations. A detailed plan alone does not establish a working replacement.