AI Engineering

Grace Init bootstraps a GRACE 4 project by creating the canonical .grace context, graph, verification, and changes folders from templates. Use it when starting a new project or setting up GRACE artifacts for the first time.

Grace Migrate guides a copy-and-validate workflow for moving a project from GRACE 3 to GRACE 4. It inventories legacy sources, prepares migration reports, and validates the result before any cleanup is approved.

Grace Plan converts an approved GraceChangeSpec into a draft GraceChangePlan with assertions, scopes, tasks, and verification gates. Use it before implementation to define the work and check preflight state.

Grace Refactor updates GRACE-governed code during renames, moves, splits, merges, and extractions while keeping graph, verification, and file-local anchors in sync. Use it when refactoring code with .grace artifacts and scope checks.

Grace Refresh detects drift between code, tests, and durable GRACE 4 state in .grace context, graph, and verification files. Use it to report stale or missing anchors and propose reconciliation changes.

Grace Setup Subagents creates GRACE 4 worker and reviewer subagent presets for reading .grace context, graph, verification, and change packets. It is used when agents need to follow spec.xml, scope rules, and evidence-based verification workflows.

Grace Spec interviews the user to define a GRACE 4 GraceChangeSpec in .grace/changes/active/C-*/. It writes a draft spec.xml, can add optional design-context.xml, and waits for explicit approval before marking the spec approved.

Grace Status reports GRACE 4 project health from the current .grace context, including graph integrity, verification, active changes, scope conflicts, and migration boundaries. Use it to decide the next safe action without mutating artifacts.

Tender Interpretation extracts key information from tender documents and returns a 15-dimension JSON analysis. Use it when you need to read bidding files and summarize relevant context for procurement workflows.

Using DevQL helps answer repository understanding questions in Bitloops repos by locating files, symbols, lines, and snippets before reading code. Use it first for exact or conceptual code lookup when DevQL guidance is enabled.

Adopt the cognitive framework and expression style of Justin Sun, based on analysis of over 21,000 tweets, autobiography, audio courses, and interviews. Use for crypto industry analysis, business strategy, and decision-making feedback through 14 mental models and 19 heuristics.

Brainstorming helps turn a user’s idea into a design and spec before implementation. It is used for new features, components, or systems when choices, constraints, and success criteria need to be clarified first.