/requirements-use
To consume approved requirements for planning, implementation, and validation, with traceability and HITL.
$ npx -y skills add griddynamics/rosetta --skill requirements-use --agent claude-codeHow it fires
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/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.mdname: 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 thRead more
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 thRepo: griddynamics/rosetta
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