Coverage Analysis
SkillMonitoring & opsLets your agent explain .NET test coverage reports, find coverage gaps, and rank risky code for refactoring.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Coverage Analysis skill
About this capability
Activation requires either supplied .NET coverage reports/percentages/line, branch, or condition metrics, or an explicit request to collect .NET coverage for analysis. USE FOR: interpreting that evidence, including Cobertura data, partial conditions, plateaus, target arithmetic, project-wide coverag
What this skill tells your AI
The instructions your AI receives, as published by dotnet/skills in plugins/dotnet-test/skills/coverage-analysis/SKILL.md and read by ahel’s review.
Purpose
Explain what .NET coverage evidence proves, reconcile target arithmetic, and identify the code blocking progress. Add complexity/CRAP ranking only when the user explicitly asks for risk hotspots, CRAP, priorities by risk, or refactoring safety.
When to Use
Use this skill for interpreting supplied .NET line/branch/condition evidence, coverage gaps and plateaus, target arithmetic, or explicit project-wide coverage-backed risk analysis.
When Not to Use
- Named method, class, or file CRAP/refactoring-safety analysis — use the
crap-scoreskill instead - Static source-to-test pairing or listing files with no tests — use
find-untested-sources - Behavioral or pseudo-mutation gaps in existing tests — use
test-gap-analysis - Test trait/category distributions or coverage shape by test type — use
test-tagging - Writing or generating tests — this skill identifies where tests are needed, not write them
- General test execution unrelated to coverage or CRAP analysis
- Only collecting .NET coverage or printing a raw percentage with no diagnosis — use
run-tests; use native tooling for non-.NET coverage collection or analysis. Interpreting .NET line/branch gaps remains in scope here
Inputs
| Input | Required | Default | Description |
|---|---|---|---|
| Project/solution path | No | Current directory | Path to the .NET solution or project |
| Line coverage threshold | No | 80% | Minimum acceptable line coverage |
| Branch coverage threshold | No | 70% | Minimum acceptable branch coverage |
| Existing Cobertura path | No | Discover only if not supplied | Preferred input; never rerun tests when usable |
| CRAP threshold | No | 30 | Used only for explicit risk/CRAP requests |
| Hotspot count | No | 3 | Explicit risk requests only; cap at 10 unless the user asks for more |
Discover optional inputs from the workspace. Do not ask for a project path when the current directory or a supplied report is sufficient.
Choose the smallest matching path
| User intent | Required work | Do not do |
|---|---|---|
| Explain a supplied excerpt, condition, or summary | Answer directly from the supplied evidence | Tools, CRAP, discovery, report files |
| Interpret a supplied Cobertura path or diagnose a plateau | Read that report, reconcile totals, name all material gaps, answer directly | Rerun tests, install tools, compute CRAP, or generate files unless explicitly requested |
| Rank risk hotspots, compute project-wide CRAP, or assess refactoring safety | Use the supplied/existing report, read references/guidelines.md, and compute CRAP before ranking | Coverage-only ranking or a full report template unless requested |
| Analyze coverage when no report exists | Read references/setup-discovery.md; collect once using references/test-execution.md if safe | CRAP unless risk was requested |
| Produce a full markdown/HTML/CSV report | First deliver the direct answer; then read references/output-format.md or references/report-generation.md | Report generation before the answer |
Words such as analyze coverage, what is blocking coverage, or why is coverage stuck do not by themselves request CRAP. Explicit signals include risk hotspot, CRAP, complexity-weighted priority, safe to refactor, or an equivalent request to combine complexity with coverage.
Existing-data fast path
When the user supplies a coverage excerpt, summary, or valid Cobertura path:
- Treat it as authoritative input and start there.
- Do not discover the solution or test projects unless source mapping is necessary.
- Do not run
dotnet test, install ReportGenerator, add a coverage package, or readreferences/setup-discovery.md,references/test-execution.md, orreferences/report-generation.md. - Do not write
coverage-analysis.mdor create a report directory unless the user requested a saved/full report. - For interpretation and plateau questions, parse only the evidence needed to
answer. For explicit project-wide risk requests, use the bundled scripts as
described in
references/guidelines.md.
A failed read/view operation is not proof that a named path does not exist. After one fails, make one allowed targeted existence probe, such as a workspace-relative glob, and retry the same artifact with a normalized path or alternate reader. Report the exact missing-path problem only when that independent check also fails. Do not broaden the search to unrelated coverage files or present a substitute artifact.
Collection path
Use this path only when no usable coverage evidence exists and the user asked for analysis that requires it.
- Read
references/setup-discovery.md. - Prefer existing Cobertura discovered under the requested root.
- If none exists, read
references/test-execution.mdand run the selected coverage command once per entry point. - Analyze the resulting Cobertura. Compute CRAP only if risk analysis was explicitly requested.
Do not modify production code. The only permitted incidental project change is
adding one missing coverage provider to an SDK-style test project as described in
references/test-execution.md; never add a second provider, and report the
change plus its revert command.
The automatic collection path is for SDK-style projects. For classic non-SDK or
packages.config projects, use only a repository-owned coverage command. If none
exists, stop and request Cobertura XML. Never migrate the project, inject an
SDK-style provider, create a wrapper project, or report substitute coverage from
another assembly.
Interpretation and arithmetic invariants
- A line hit proves execution, not both decision outcomes.
condition-coverage="50% (1/2)"proves one reported outcome ran, but not which one. Recommend forcing the opposite outcome. Without source, never invent likely predicates or claim whether true or false is missing. State that compound predicates need independently exercised operands and short-circuit combinations when applicable; do not infer the exact combinations without source or fuller XML.- Derive overall totals from Cobertura's covered/valid line counts. For target
T, required covered lines areceiling(valid lines × T). - Projected coverage is
(current covered lines + newly covered distinct lines) / valid lines. State assumptions such as fully covering a method. - When asked whether one member can reach a target, show its maximum projected total and at least one concrete sufficient combination of supplied members or line gains. If no supplied combination is sufficient, say so.
- Reconcile member gaps against project totals. Method line ranges can overlap or omit class-level lines, so do not sum method counts as project truth.
- Never call one member the sole, entire, or all remaining gap unless its distinct uncovered lines exactly reconcile with the project total and no other below-threshold member remains.
- Name every supplied or extracted below-threshold member, but keep detail proportional: lead with the blockers, summarize the remainder in one sentence or a compact table.
Response contract
Answer the user's question in the first 2–4 sentences.
- Excerpt or arithmetic question: one explanation plus the next test or member priority. No dashboard.
- Existing-report interpretation or plateau: overall line/branch coverage, blocking members, reconciled target impact, and 1–3 recommendations. Use at most one compact table.
- Explicit risk/CRAP request: top 3 actual hotspots by default, supporting complexity/coverage/CRAP values, remaining flagged count, and 1–3 priorities. Exclude fully covered low-risk methods from the hotspot table. Never exceed 10 rows unless the user requests a larger count. For refactoring safety, rank risky methods by CRAP rather than raw coverage alone, then name comparatively safe well-covered methods separately.
- Explicit full report request: read
references/output-format.md. Save the report only then.
Report only artifacts that exist. Do not announce inaccessible output paths or failed optional file writes when no file was requested.
Optional reports
HTML/CSV/markdown files are not part of normal analysis. Generate them only when the user explicitly requests report files or a CI artifact.
- Deliver the direct coverage/risk answer first.
- For a full markdown report, read
references/output-format.mdand save it. - For HTML/CSV, then read
references/report-generation.md. Do not install ReportGenerator before the direct answer, and do not retry a failed install.
Validation
- Confirm a supplied report was used without test execution or tool installation.
- Reconcile covered, valid, and uncovered line totals before projecting impact.
- Confirm every stated blocker comes from supplied or extracted evidence.
- If CRAP was requested, spot-check one score using
references/guidelines.md. - If files were requested, verify they exist before reporting their paths.
Common Pitfalls
- Existing report triggers setup work — stop. Analyze the named artifact first.
- Generic analysis triggers CRAP — stop. CRAP requires explicit risk intent.
- One method is called the entire gap — reconcile distinct uncovered lines and the full below-threshold set first.
- A small request gets a dashboard — scale down to a direct answer or one table.
- No Cobertura from collection — report the collection failure; do not invent substitute coverage.
- Compiler-generated method names — verify suspicious async, lambda, or local function names against source before presenting them as user-authored members.
- Test exit code 1 — coverage may still exist; proceed with a warning. Other nonzero build failures stop the collection path.
Signals
- GitHub stars
- 5k
- Forks
- 414
- Last commit
- Sep 2026
Advanced
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- Gateway key
coverage-analysis- Source
- github.com/dotnet/skills