griddynamics/rosetta

daily-oss

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

原文语言：英语

checklist

Session self-verification checklist

原文语言：英语

checklist

Session self-verification checklist

原文语言：英语

collect-github-stats

Collect GitHub repo health/usage stats into merged JSON.

原文语言：英语

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,…

原文语言：英语

documentation

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

原文语言：英语

merge-main

To merge main branch, exact context and instructions

原文语言：英语

sync-web-site

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

原文语言：英语

update-change-log

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

原文语言：英语

backlog

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

原文语言：英语

codemap

To generate, populate, and use a project codemap

原文语言：英语

coding-agents-farm

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

原文语言：英语

coding-agents-hooks-authoring

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

原文语言：英语

coding-agents-prompt-authoring

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

原文语言：英语

coding

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

原文语言：英语

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.

原文语言：英语

data-collection

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

原文语言：英语

debugging

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

原文语言：英语

design

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

原文语言：英语

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…

原文语言：英语

discovery

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

原文语言：英语

harness

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

原文语言：英语

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`…

原文语言：英语

large-workspace-handling

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

原文语言：英语

load-project-context

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

原文语言：英语

natural-writing

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

原文语言：英语

orchestration

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

原文语言：英语

planning

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

原文语言：英语

post-mortem

Diagnose instruction defects and optionally submit Rosetta GitHub issue

原文语言：英语

qa-knowledge

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

原文语言：英语

qa-structure

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

原文语言：英语

questioning

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

原文语言：英语

reasoning

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

原文语言：英语

requirements-authoring

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

原文语言：英语

requirements-use

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

原文语言：英语

research

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

原文语言：英语

reverse-engineering

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

原文语言：英语

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.

原文语言：英语

rosetta

Rosetta identifies and routes user request to the most matching workflow

原文语言：英语

security

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

原文语言：英语