griddynamics

To build execution-ready AI sessions graph with intent/ACs/checklists.

To build execution-ready AI sessions graph with intent/ACs/checklists.

To build execution-ready AI sessions graph with intent/ACs/checklists.

To build execution-ready AI sessions graph with intent/ACs/checklists.

To build execution-ready AI sessions graph with intent/ACs/checklists.

To build execution-ready AI sessions graph with intent/ACs/checklists.

Workflow for arranging a workspace: layout, reference source code, business/technical context, ecosystem setup.

Workflow for arranging a workspace: layout, reference source code, business/technical context, ecosystem setup.

Create well-structured git commits with clear, conventional commit messages. Use this skill whenever the user asks to commit changes, "commit this", "save my work", "make a commit", "write a commit message", or after completing a coding task when changes need…

After substantive edits under backend/app, run static checks and optional Radon complexity (matches Makefile and Cursor post-write hook intent).

Generate a customer-specific deployment requirements document from the template. Takes customer name and known infrastructure details as input. Produces a filled-in requirements spec ready for human review before sending to the customer.

Classify a fix made to a GAIN-generated workspace app and propagate it to the right level — GAIN harness prompt, spec template, or documentation. Prevents the same issue from recurring in future runs.

Update the current PR description based on commits vs main. Writes a concise summary, entrypoint, and details section.

Break down pure-Python lines-of-code changes per file for a PR (or two git refs), excluding non-.py files, blank lines, comments, and docstrings. Uses an AST/tokenize-based programmatic counter — never hand-counted. Input format: "<PR_NUMBER>" (e.g. "277") or…

Generate release notes between two git tags and publish as a GitHub release. Input format: "<new-tag> from <base-tag>" (e.g. "v0.5.2 from v0.5.0").

Assess how SpecFlow can be applied to a potential customer based on their specs, requirements, screenshots, and descriptions. Produces a sliding-scale fit report — always finds an angle of use, lists enablers and feature requests where needed, and only…