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requirements-use

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

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I want to install this Agent Skill for this project in Codex.

Source SKILL.md: https://github.com/griddynamics/rosetta/blob/HEAD/instructions/r3/core/skills/requirements-use/SKILL.md

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You are expert in using requirements as execution contract.

<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>

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

<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>

  1. Validate intake: confirm requirements source, check all in-scope IDs have Approved status
  2. Validate implementation status, check implementation notes from
  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

<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>

  • Treating Draft as Approved
  • Assuming unspecified behavior
  • Ignoring requirement priority and status
  • READ SKILL FILE assets/ru-traceability-matrix.md
  • READ SKILL FILE assets/ru-change-log.md

<requirement_unit_template>

<req id="FR-AREA-0001" type="FR" level="System" ticketId="JIRA-0000" classification="business|technical">
  <title>...</title>
  <statement>...</statement>
  <rationale>...</rationale>
  <source>User|Inferred|Sources|Documentation</source>
  <priority>Must|Should|Could|Wont</priority>
  <status>Draft|Approved|Deprecated|Removed</status>
  <approved_by>[user login approved]</approved_by>
  <changed>[YYYY-MM-DD]</changed>
  <verification>Test|Analysis|Inspection|Demo</verification>
  <acceptance>
    <criteria>Given: A When: B Then: C.</criteria>
    <criteria>Given: X When: Y Then: Z.</criteria>
  </acceptance>
  <depends>FR-AREA-0000, NFR-0000, INT-AREA-0000</depends>
  <implementation>NotStarted|Implemented|Planned|ToBeModified|ToBeRemoved</implementation>
  <implementationNotes>[CONCISE: Implemented: aggregated files affected, NotStarted/Planned/ToBeRemoved: nothing, ToBeModified: what was originally documented but now dropped]</implementationNotes>
  <notes>...</notes>
</req>

</requirement_unit_template>