Skills in this repository
SkillsMP has collected 255 skills from griddynamics/rosetta. Open a skill to review its source and details.
griddynamics/rosettaShowing 40 of 255 collected skills.
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…
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`…
To partition large workspaces (100+ files) into scoped subagent tasks when context is insufficient.
To rewrite text in a clear, natural, honest human tone — no AI slop, hype, or robotic phrasing.
To build execution-ready AI sessions graph with intent/ACs/checklists.
Diagnose instruction defects and optionally submit Rosetta GitHub issue
To ask targeted clarification questions only when high-impact unknowns block safe execution.
To apply structured meta-cognitive thinking to complex problems. Invoke on explicit only.
To author, update, and validate functional/non-functional requirements as atomic units with user approval.
To consume approved requirements for planning, implementation, and validation, with traceability and HITL.
To run systematic deep research via meta-prompting — grounded references, incremental tracking, self-validation.
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.
Rosetta identifies and routes user request to the most matching workflow
MUST STOP and activate on: any failure/error, mistakes, wrong/unexpected result, expected≠actual mismatch, 2 consecutive mismatches, unhappy/upset user, user WRITING IN CAPS, something didn't work. No edits, no reverses, no actions, except this skill.
MUST activate at 65%+ context usage or on large-file restructuring. Proactive planning, reorganization, stale-content cleanup.
MUST activate when you suspect, there is a slight chance, encounter, read, process, or are about to output any sensitive or possibly sensitive data including PII, PCI, HIPAA, PHI, GDPR, SOC2, FedRAMP, secrets, API keys, passwords, credentials, tokens,…
To connect Rosetta with Grid Dynamics SpecFlow MCP; only when SpecFlow is mentioned and the MCP is installed.
MUST duties for a spawned subagent
To define clear, testable tech specs from requirements — target-state architecture, contracts, interfaces.
To write thorough, isolated, idempotent tests — 80%+ coverage, external-only mocking, scenario-driven.
To implement features, fix bugs, and refactor with KISS/SOLID/DRY and systematic validation.
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.
To investigate errors, test failures, and unexpected behavior — root cause before fix.
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…
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`…
To build execution-ready AI sessions graph with intent/ACs/checklists.
To ask targeted clarification questions only when high-impact unknowns block safe execution.
To apply structured meta-cognitive thinking to complex problems. Invoke on explicit only.
To author, update, and validate functional/non-functional requirements as atomic units with user approval.
To consume approved requirements for planning, implementation, and validation, with traceability and HITL.
To run systematic deep research via meta-prompting — grounded references, incremental tracking, self-validation.
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.
MUST STOP and activate on: any failure/error, mistakes, wrong/unexpected result, expected≠actual mismatch, 2 consecutive mismatches, unhappy/upset user, user WRITING IN CAPS, something didn't work. No edits, no reverses, no actions, except this skill.
MUST activate at 65%+ context usage or on large-file restructuring. Proactive planning, reorganization, stale-content cleanup.
MUST activate when you suspect, there is a slight chance, encounter, read, process, or are about to output any sensitive or possibly sensitive data including PII, PCI, HIPAA, PHI, GDPR, SOC2, FedRAMP, secrets, API keys, passwords, credentials, tokens,…
To connect Rosetta with Grid Dynamics SpecFlow MCP; only when SpecFlow is mentioned and the MCP is installed.
MUST duties for a spawned subagent
To define clear, testable tech specs from requirements — target-state architecture, contracts, interfaces.
To write thorough, isolated, idempotent tests — 80%+ coverage, external-only mocking, scenario-driven.
Light coding workflow: features, fixes, refactors, unit tests, etc.; scales small to large.