griddynamics

Batch processing issues, PRs, discussions, implementations, etc.

Session self-verification checklist

Session self-verification checklist

Collect GitHub repo health/usage stats into merged JSON.

Compress a Rosetta KB prompt artifact (skill · workflow · phase · rule · agent · template · generic) by stripping structural tautology and ineffective scaffolding while preserving every importance-bearing token. Use when the user asks to compress, shorten,…

To write, design, review, simplify, restructure, or standardize OSS project documentation

To merge main branch, exact context and instructions

To synchronize web site with changes made to local *.md files

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…