griddynamics/rosetta

daily-oss

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

Quellsprache: Englisch

checklist

Session self-verification checklist

Quellsprache: Englisch

checklist

Session self-verification checklist

Quellsprache: Englisch

collect-github-stats

Collect GitHub repo health/usage stats into merged JSON.

Quellsprache: Englisch

compress-prompt

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,…

Quellsprache: Englisch

documentation

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

Quellsprache: Englisch

merge-main

To merge main branch, exact context and instructions

Quellsprache: Englisch

sync-web-site

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

Quellsprache: Englisch

update-change-log

To synchronize CHANGELOG.md with changes made last week (mon - sun)

Quellsprache: Englisch

backlog

To validate story readiness for a sprint or to break work into a human WBS.

Quellsprache: Englisch

codemap

To generate, populate, and use a project codemap

Quellsprache: Englisch

coding-agents-farm

To orchestrate parallel coding-agent farms (Claude, Codex, Copilot, Gemini, etc.) on isolated git worktrees.

Quellsprache: Englisch

coding-agents-hooks-authoring

To author, register, and test Rosetta hooks, add a SemanticKind, or debug a hook that won't fire.

Quellsprache: Englisch

coding-agents-prompt-authoring

To author, adapt, review, and validate prompts (skills, agents, workflows, rules, etc.) with brief, contracts, and a validation pack.

Quellsprache: Englisch

coding

To implement features, fix bugs, and refactor with KISS/SOLID/DRY and systematic validation.

Quellsprache: Englisch

dangerous-actions

MUST activate when action OR its consequence is potentially dangerous/irreversible/destructive, or HIGH RISK, or environment is stage, pre-prod, prod, or blast radius.

Quellsprache: Englisch

data-collection

To gather QA source artifacts from issue tracker, wiki, test management system

Quellsprache: Englisch

debugging

To investigate errors, test failures, and unexpected behavior — root cause before fix.

Quellsprache: Englisch

design

To decide architecture — alternatives, tradeoffs, committed decision with rationale, boundaries, domain-specific concerns.

Quellsprache: Englisch

deviation

MUST activate when intent is unclear, or cannot follow or deviate from original intent, or easily or reliably solve the problem, something came as SURPRISE or UNEXPECTED, you cannot bet $100 on solution, unknowns or assumptions critically affect solution, you…

Quellsprache: Englisch

discovery

To establish what exists — affected areas, behavior, prior attempts, dependencies, data.

Quellsprache: Englisch

harness

To build an AI harness: run, observe, validate, automate repeated work faster — CLI/MCP actions, devcontainers, skills, subagents, hooks, pipelines, automations.

Quellsprache: Englisch

hitl

MUST activate for ALL tasks — planning, execution, validation, review: session-wide work with human together, human-in-the-loop questioning, approvals, stop-and-wait vs proceed. NEVER assume approval. MANDATORY unless user requested EXACTLY `fully autonomous`…

Quellsprache: Englisch

large-workspace-handling

To partition large workspaces (100+ files) into scoped subagent tasks when context is insufficient.

Quellsprache: Englisch

load-project-context

To load the project's business, behavioral, and technical context.

Quellsprache: Englisch

natural-writing

To rewrite text in a clear, natural, honest human tone — no AI slop, hype, or robotic phrasing.

Quellsprache: Englisch

orchestration

To delegate, prompt and manage subagents. MUST activate to spawn subagent with a quality prompt, unless trivial.

Quellsprache: Englisch

planning

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

Quellsprache: Englisch

post-mortem

Diagnose instruction defects and optionally submit Rosetta GitHub issue

Quellsprache: Englisch

qa-knowledge

To run QA engineering — requirements/gap analysis, scenario & spec design, test implementation, failure triage — over the QA knowledge base.

Quellsprache: Englisch

qa-structure

To resolve QA session paths, identifiers/slugs, and state-file shape

Quellsprache: Englisch

questioning

To ask targeted clarification questions only when high-impact unknowns block safe execution.

Quellsprache: Englisch

reasoning

To apply structured meta-cognitive thinking to complex problems. Invoke on explicit only.

Quellsprache: Englisch

requirements-authoring

To author, update, and validate functional/non-functional requirements as atomic units with user approval.

Quellsprache: Englisch

requirements-use

To consume approved requirements for planning, implementation, and validation, with traceability and HITL.

Quellsprache: Englisch

research

To run systematic deep research via meta-prompting — grounded references, incremental tracking, self-validation.

Quellsprache: Englisch

reverse-engineering

To reverse-engineer code into a spec: extract behavior and domain logic — WHAT and WHY, not HOW.

Quellsprache: Englisch

risk-assessment

MUST activate before execution when environment has access to databases, cloud services, S3, or similar external systems, any access to servers of higher environments, and when assessing environment risk level.

Quellsprache: Englisch

rosetta

Rosetta identifies and routes user request to the most matching workflow

Quellsprache: Englisch

security

Run authorized, evidence-preserving security reviews and prepare remediation inputs.

Quellsprache: Englisch