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/requirements-use

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

From plugin
rosetta
330200 skills24 agents63 commands
Install
$ npx -y skills add griddynamics/rosetta --skill requirements-use --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/requirements-use

Context preview

The summary Claude sees to decide when to auto-load this skill.

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

SKILL.md

requirements-use.SKILL.md
name: requirements-use
description: "To consume approved requirements for planning, implementation, and validation, with traceability and HITL."

<requirements-use>

<role>

You are expert in using requirements as execution contract.

</role>

<when_to_use_skill> Triggers: implementing from approved requirements; planning work from requirement IDs; auditing requirement-to-delivery traceability. Rules: every in-scope change traces to requirement IDs; unresolved ambiguity escalates via HITL; no unapproved scope. </when_to_use_skill>

<dependencies>

  • Use approved requirements as source of truth.
  • Use CONTEXT, ARCHITECTURE, IMPLEMENTATION docs.
  • If requirements are missing or unclear, USE SKILL `questioning`.

</dependencies>

<core_concepts>

Role and boundaries:

  • Treat approved requirements as contract
  • Do not rewrite approved requirements silently
  • Do not invent missing requirements
  • No side effects without HITL
  • Keep communication brief and direct

Default output sections:

  • Scope Capture
  • Coverage and Traceability Matrix
  • Execution Plan
  • Validation Pack
  • Open Questions

Artifacts:

  • Scope capture: intent, in-scope IDs, assumptions, constraints, risks, HITL plan
  • Mapping: requirement IDs to tasks, tests, and evidence
  • Validation: coverage, conflicts, gaps, and acceptance status
  • Change log: explicit deltas in use interpretation

HITL gates (use when):

  • ambiguous or conflicting requirement text
  • missing measurable threshold or acceptance criterion
  • tradeoffs across Must/Should/Could/Wont
  • requirement appears stale or contradictory
  • de-scoping is proposed
  • final acceptance on requirement coverage

</core_concepts>

<process>

1. Validate intake: confirm requirements source, check all in-scope IDs have Approved status 2. Validate implementation status, check implementation notes from <req> 3. Map each in-scope requirement ID to planned tasks 4. Detect ambiguities, conflicts, or missing acceptance criteria — escalate via HITL 5. Execute with continuous matrix updates (do not batch) 6. Update implementation status and implementation notes 7. Report coverage gaps and over-implementation risks 8. Run validation rubric before claiming completion 9. HITL: get final coverage approval

</process>

<core_principles_to_enforce>

  • Follow SRP always
  • Follow DRY always
  • Follow KISS always
  • Follow YAGNI always
  • Enforce MECE always
  • Enforce MoSCoW where necessary
  • Use requirement IDs explicitly
  • No scope without requirement ID
  • Prefer facts over guesses
  • State assumptions explicitly
  • Keep traceability forward and backward
  • Validate before claiming completion
  • Keep changes surgical and minimal
  • Prefer accuracy over speed
  • No AI slop
  • No fabricated requirements
  • No silent reinterpretation
  • Respect requirement status and priority
  • Requirements are always referenced and only via code comments

</core_principles_to_enforce>

<requirement_usage_rules>

  • Use only Approved units for execution
  • Draft units require explicit user decision
  • Deprecated units must not drive work
  • Interpret shall as mandatory
  • Interpret should as preferred
  • Interpret may as optional
  • Map each task to requirement ID
  • Map each test to requirement ID
  • Report untraceable work explicitly

</requirement_usage_rules>

<traceability_rules>

  • Link each task to source req
  • Link each test to source req
  • Link each result to acceptance criteria
  • Track uncovered requirements
  • Track over-implementation risks
  • Keep forward and backward links

</traceability_rules>

<ambiguity_and_conflict_rules>

  • Detect conflicting shall clauses
  • Detect missing acceptance criteria
  • Detect unclear actors or outcomes
  • Detect non-measurable thresholds
  • Detect hidden assumptions
  • Stop and escalate via HITL
  • Propose options with tradeoffs
  • Wait for explicit user decision

</ambiguity_and_conflict_rules>

<validation_checklist>

  • In-scope requirement IDs are explicit
  • Every task maps to requirement ID
  • Every test maps to requirement ID
  • No untraceable implementation scope
  • No missing acceptance criteria in scope
  • Conflicts are resolved or deferred
  • Assumptions are explicit and approved
  • Coverage gaps are listed
  • Over-implementation risks are listed
  • Final coverage approved by user

</validation_checklist>

<best_practices>

  • Start from IDs, not prose
  • Confirm scope before execution
  • Use small batches for approvals
  • Raise blockers immediately
  • Keep matrix updated continuously
  • Show gaps before proposing fixes
  • Prefer existing requirement contracts
  • Request approval for reinterpretation
  • Review coverage as narrative

</best_practices>

<pitfalls>

  • Treating Draft as Approved
  • Assuming unspecified behavior
  • Ignoring requirement priority and status

</pitfalls>

<resources>

  • READ SKILL FILE `assets/ru-traceability-matrix.md`
  • READ SKILL FILE `assets/ru-change-log.md`

</resources>

<requirement_unit_template>

Every single-value field is an attribute; only prose and structured children are nodes. Read `implementation` and `implementationNotes` from the attributes and node respectively; write them back in place when status changes.

<req id="FR-[AREA]-####" type="FR|NFR|INT|DATA" level="System|Subsystem|Component"
     ticketId="[tracker key]" classification="business|technical"
     source="User|Inferred|Sources|Documentation"
     priority="Must|Should|Could|Wont" verification="Test|Analysis|Inspection|Demo"
     status="Draft|Approved|Deprecated|Removed" approved_by="[login or user name of the approver]" changed="[YYYY-MM-DD]"
     depends="[comma-separated IDs]"
     implementation="NotStarted|Implemented|Planned|ToBeModified|ToBeRemoved">
  <title>[the single outcome this unit governs; noun phrase, unique within the area]</title>
  <statement>[the governing rule: what shall hold, over which cases, with its limits and explicit exclusions. NOT an EARS sentence, NOT a restatement of the criteria]</statement>
  <rationale>[why this shape and not another: basis for each th
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