traceability-matrix-generator
Builds a bidirectional traceability matrix linking requirements to design elements, code, and tests — so every requirement traces forward to its implementation and every test traces back to its justification. Use for compliance audits, when answering why a piece of code exists, or when checking that nothing was built without a reason.
Install with Tessl CLI
npx tessl i github:santosomar/general-secure-coding-agent-skills --skill traceability-matrix-generator100
Quality
100%
Does it follow best practices?
Impact
Pending
No eval scenarios have been run
Discovery
100%Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.
This is an excellent skill description that clearly articulates a specific capability (bidirectional traceability matrices) with concrete actions and explicit trigger conditions. It uses third person voice correctly, provides natural language triggers users would actually say, and occupies a distinct niche that won't conflict with other skills.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Lists multiple specific concrete actions: 'Builds a bidirectional traceability matrix', 'linking requirements to design elements, code, and tests', 'traces forward to implementation', 'traces back to justification'. These are concrete, actionable capabilities. | 3 / 3 |
Completeness | Clearly answers both what (builds bidirectional traceability matrix linking requirements to design/code/tests) AND when ('Use for compliance audits, when answering why a piece of code exists, or when checking that nothing was built without a reason'). Explicit 'Use for' clause present. | 3 / 3 |
Trigger Term Quality | Includes natural keywords users would say: 'traceability matrix', 'requirements', 'compliance audits', 'why a piece of code exists', 'tests'. The phrase 'why a piece of code exists' is particularly natural language a user might use. | 3 / 3 |
Distinctiveness Conflict Risk | Highly distinctive niche - 'bidirectional traceability matrix' is a specific concept unlikely to conflict with other skills. The combination of requirements, compliance, and code justification creates a clear, unique domain. | 3 / 3 |
Total | 12 / 12 Passed |
Implementation
100%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
Excellent skill content that is lean, actionable, and well-structured. The ASCII diagram, concrete table examples, and executable Python code make this immediately usable. The 'Do not' section adds valuable guardrails without being preachy, and the output format template ensures consistent deliverables.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Every section earns its place. No explanation of what traceability is in abstract terms—jumps straight to the chain diagram and matrix structure. The 'Do not' section is tight and actionable, not padded. | 3 / 3 |
Actionability | Provides complete, executable Python code for matrix generation, concrete table formats, specific conventions (@pytest.mark.req, # REQ-X.Y comments), and a full worked example. Copy-paste ready. | 3 / 3 |
Workflow Clarity | Clear numbered steps for both forward and backward tracing. Explicit validation through the Status column (✓/⚠/❌), CI regeneration requirement, and the 'Do not let it rot' guidance creates a feedback loop for maintaining accuracy. | 3 / 3 |
Progressive Disclosure | Well-structured with clear sections (chain, structure, forward trace, backward trace, worked example, output format). References requirement-coverage-checker for related techniques. Content is appropriately scoped for a single skill file without needing external splits. | 3 / 3 |
Total | 12 / 12 Passed |
Validation
100%Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.
Validation — 11 / 11 Passed
Validation for skill structure
No warnings or errors.
- Reviewed
Table of Contents
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