diff --git a/plugins/test-management/skills/qa-sprint-report-by-testomatio b/plugins/test-management/skills/qa-sprint-report-by-testomatio
new file mode 120000
index 0000000..03c7012
--- /dev/null
+++ b/plugins/test-management/skills/qa-sprint-report-by-testomatio
@@ -0,0 +1 @@
+../../../skills/qa-sprint-report-by-testomatio
\ No newline at end of file
diff --git a/skills/qa-sprint-report-by-testomatio/SKILL.md b/skills/qa-sprint-report-by-testomatio/SKILL.md
new file mode 100644
index 0000000..40646c6
--- /dev/null
+++ b/skills/qa-sprint-report-by-testomatio/SKILL.md
@@ -0,0 +1,220 @@
+---
+name: qa-sprint-report-by-testomatio
+description: Generate a QA Sprint Progress Summary Report from Testomat.io TMS data. Use when the user wants to produce a structured end-of-sprint report covering test design coverage, execution results, defect trends, and quality signals. The skill reads data via Testomat.io MCP tools, maps it to the report sections, and outputs an `.html` file by default (or `.md` if explicitly requested).
+license: MIT
+metadata:
+  author: Testomat.io
+  version: 1.0.0
+---
+
+# QA Sprint Report by Testomat.io
+
+## When to Use
+
+- End of sprint — produce a shareable QA report for stakeholders.
+- Sprint review — need a structured view of what was tested, passed, failed, blocked.
+- Mid-sprint status — capture current execution progress.
+- The user mentions "sprint report", "QA summary", "sprint progress", or similar.
+
+## How to Identify the Sprint
+
+The user may identify the sprint in one of these ways (in priority order):
+
+1. **Milestone name or ID** — e.g. "Sprint 42", "Sprint 2024.3" — use `milestones_list(type="Sprint")` to find it.
+2. **Run group title** — e.g. "Sprint 42 Run" — use `rungroups_list` / `rungroups_get`.
+3. **Direct run ID or run title** — use `runs_get` or `runs_list`.
+4. **Plan title or ID** — use `plans_list` / `plans_get`.
+5. **No identifier provided** — ask the user to specify the sprint milestone, run group, or run.
+
+> If the user provides only a sprint name like "Sprint 42", always resolve it to a concrete milestone/rungroup/run first. Do not assume the title directly maps to an ID.
+
+## Rules
+
+- **Do not fabricate data.** If MCP does not return a value, use `[None]` or hide the section. Never invent numbers or statuses.
+- **Resolve sprint first.** Never assume a sprint name maps directly to a run ID without verification.
+- **Hide unavailable sections.** If analytics (Section 8) is not available, omit it entirely rather than leaving placeholder text.
+- **One blank line between actions.** In any generated code or CLI snippets.
+- **Use TQL for filtering.** Always prefer `tql` filters over client-side filtering when calling `runs_list`, `tests_list`, `testruns_list`.
+- **HTML is the default output.** Generate `.html` first; only offer `.md` if the user explicitly asks for it or their initial prompt includes a request to save as `.md`.
+
+---
+
+# MCP Tools Mapping
+
+Each report section maps to specific MCP tools. See the full section structure and metrics in the template:
+
+- [qa-sprint-report.md](./references/qa-sprint-report.md) — section layout with fill-in placeholders
+
+### Quick Commands
+
+| Action | MCP Tool | Key Parameters |
+|--------|----------|----------------|
+| Find sprint milestone | `milestones_list` | `type="Sprint"`, `status="active"` |
+| List runs for sprint | `runs_list` | `tql`: `milestone == '{id}'` |
+| Get run details | `runs_get` | `run_id` |
+| Get test results | `testruns_list` | `run_id`, `filter_status` |
+| Get suite tests | `tests_list` | `suite_id`, `per_page=100` |
+| Check analytics availability | `system_ping` | (Enterprise flag in response) |
+| Get test health analytics | `analytics_tests` | `kind`, `days`, `from`, `to` |
+| Get stats analytics | `analytics_stats` | `kind`, `from`, `to` |
+
+---
+
+# Workflow
+
+### Step 1: Resolve Sprint Identity
+
+Ask the user if no sprint identifier is provided. Try to resolve:
+
+```
+1. milestones_list(type="Sprint") — find milestone matching sprint name
+2. rungroups_list — find rungroup with sprint title
+3. runs_list(tql="title % 'Sprint N'") — find runs by title
+```
+
+### Step 2: Gather Sprint Metadata & Time Range
+
+Collect for the report header:
+
+- `milestones_get(milestone_id)` or `rungroups_get(rungroup_id)` for sprint title/dates.
+- Ask user for QA Lead name if not in TMS.
+
+**Critical: Extract Sprint Time Range**
+
+Resolve the sprint time range in this priority order:
+
+1. **User-provided** — If the user specified a time range in their original prompt, use it.
+2. **Milestone/Rungroup dates** — Extract `start_date` / `due_date` from `milestones_get` or `rungroups_get`.
+3. **Run timestamps** — If milestone/rungroup has no dates, derive from earliest `created_at` and latest `finished_at` across the sprint's runs (`runs_get`).
+4. **Manual input** — If no time range can be determined from TMS, ask the user to specify the sprint period manually.
+
+The time range is required for:
+- `analytics_tests(kind="...", from="YYYY-MM-DD", to="YYYY-MM-DD")`
+- `analytics_stats(kind="...", from="YYYY-MM-DD", to="YYYY-MM-DD")`
+- Filtering runs by sprint period
+
+### Step 3: Collect Run Data
+
+1. `runs_list(tql="milestone == '{id}'")` — all runs for the sprint milestone
+2. For each run, call `runs_get` to get status, counts, environments
+3. `testruns_list(run_id, filter_status)` — get passed/failed/skipped per run
+
+### Step 4: Build Report Sections
+
+Iterate sections 1–9 of the template, populating each with MCP data. Apply rules:
+
+- If a metric is not available → use `[None]` in the cell
+- If an entire section has no data → hide the section (do not show placeholder text)
+- Section 8 (Analytics) → check `system_ping` response for Enterprise capability; if not available, hide
+
+### Step 5: Write Output File
+
+Write the filled report to:
+```
+{user-specified-path}/QA_Sprint_Progress_Report_{SprintName}_{YYYY-MM-DD}.html
+```
+
+If no path specified, save to current working directory.
+
+### Step 6: Offer Markdown Export
+
+After writing the `.html` file, ask the user if they also want to export the report as a `.md` file:
+
+```
+❓ The report has been saved to `{path}`.
+Would you like to also export it as a `.md` file?
+
+1. ✏️ Yes, save as `.md` in the same location
+2. 👍 No, keep the `.html` only
+```
+
+**If user picks option 1:**
+1. Convert the HTML content to Markdown format.
+1. Generate ".md" markdown format report using template from the references - [qa-sprint-report.md](./references/qa-sprint-report.md).
+2. Save as `QA_Sprint_Progress_Report_{SprintName}_{YYYY-MM-DD}.md` in the **same directory** as the HTML file.
+
+**If user picks option 2:**
+- Confirm the `.html` path and end the workflow.
+
+## HTML Template Styling
+
+When exporting to HTML, apply the following styles:
+
+### Color Palette
+
+| Token | Hex | Usage |
+|-------|-----|-------|
+| `--primary-color` | `#6366f1` | Headers, badges, links |
+| `--primary-hover` | `#4f46e5` | Hover states |
+| `--success-color` | `#10b981` | Passed/ready badges |
+| `--danger-color` | `#ef4444` | Failed/blocked badges |
+| `--warning-color` | `#f59e0b` | In-progress badges |
+| `--info-color` | `#3b82f6` | Info badges |
+| `--gray-50` to `--gray-900` | `#f9fafb` → `#111827` | Text hierarchy |
+
+### Typography
+
+- **Font Family:** Inter (Google Fonts) with fallback: `-apple-system, BlinkMacSystemFont, sans-serif`
+- **Font Weights:** 300 (light), 400 (regular), 500 (medium), 600 (semibold), 700 (bold), 800 (extrabold)
+- **Monospace:** `ui-monospace, SFMono-Regular, Menlo, Monaco, Consolas` — for ticket IDs and code
+- **Icons:** Font Awesome 6.4.0 (`fa-solid`)
+
+### Status Badges
+
+| Status | Background | Text Color |
+|--------|------------|------------|
+| `passed`, `ready` | `#d1fae5` | `#065f46` |
+| `failed`, `blocked` | `#fee2e2` | `#991b1b` |
+| `progress` | `#fef3c7` | `#92400e` |
+| `info` | `#dbeafe` | `#1e40af` |
+
+### Key Elements
+
+| Element | Description |
+|---------|-------------|
+| `.main-container` | White glass card (`rgba(255,255,255,0.98)`) with `backdrop-filter: blur(20px)`, max-width 1300px, border-radius 20px |
+| `.header` | Gradient background (`linear-gradient(135deg, #6366f1, #4f46e5)`), white text, flex layout |
+| `.section-card` | White background, 1px border `--gray-200`, border-radius 12px, box-shadow |
+| `.report-table` | Full-width, collapse borders, hover highlight on rows |
+| `.meta-grid` | CSS Grid (`repeat(auto-fit, minmax(220px, 1fr))`), gap 20px |
+| `.instruction-card` | Info box with left 5px border in `--primary-color`, background `#eef2ff` |
+| `.tms-link` | Primary color link with hover underline |
+
+### HTML Structure
+
+```html
+<div class="main-container">
+  <header class="header">
+    <div class="header-title">
+      <h1>QA Sprint Progress Report</h1>
+      <p><i class="fa-solid fa-cubes"></i> [Project Name]</p>
+    </div>
+    <div class="header-badge">
+      <i class="fa-solid fa-calendar-days"></i> Sprint: [Sprint Number]
+    </div>
+  </header>
+
+  <section class="instruction-section">
+    <div class="instruction-card">
+      <h5><i class="fa-solid fa-circle-info"></i> How to Use This Template</h5>
+      <ul>...</ul>
+    </div>
+  </section>
+
+  <main class="content-section">
+    <div class="section-card">
+      <div class="section-title"><i class="fa-solid fa-chart-pie"></i> 1. Sprint Summary Scorecard</div>
+      <div class="meta-grid">...</div>
+    </div>
+    <!-- Repeat section-card for each section -->
+  </main>
+</div>
+```
+
+---
+
+# Report Template Reference
+
+| Section | Description |
+|---------|-------------|
+| [qa-sprint-report.md](./references/qa-sprint-report.md) | Full template with all sections, emoji, and fill-in placeholders |
\ No newline at end of file
diff --git a/skills/qa-sprint-report-by-testomatio/references/qa-sprint-report.md b/skills/qa-sprint-report-by-testomatio/references/qa-sprint-report.md
new file mode 100644
index 0000000..9b90383
--- /dev/null
+++ b/skills/qa-sprint-report-by-testomatio/references/qa-sprint-report.md
@@ -0,0 +1,126 @@
+# QA Sprint Progress Summary Report Example
+
+The **QA Sprint Progress Summary Report** provides a structured, end-of-cycle view of all testing activities carried out during a sprint. It captures test design coverage, execution results, defect trends, and quality signals to keep stakeholders informed on product readiness.
+
+> All sections and metrics in this report are sourced from **Testomat.io TMS** via MCP tools. If a metric or data point is not available in the TMS, the corresponding section is omitted or the value is set to `[None]`. Sections that rely solely on unavailable data are hidden entirely.
+
+## 📋 General Sprint Meta
+* **Project / Stream:** [Project Name / Stream]
+* **QA Manager:** [Your Name]
+* **Sprint Cycle:** [Sprint Number / Name]
+* **Timeline Period:** [DD.MM.YYYY – DD.MM.YYYY]
+
+---
+
+## 📊 1. Sprint Summary Scorecard
+
+| Metric | Value | Notes & Data Source |
+| :--- | :---: | :--- |
+| 🖊️ **New Test Cases Added to TMS** | [N] | Net new TCs authored in Testomat.io during this sprint. |
+| 📋 **Total TCs in Project (End of Sprint)** | [N] | `tests_list` count at sprint close. |
+| ⚙️ **Automation Rate** | [XX%] | Automated TCs ÷ Total TCs — from `analytics_stats(kind="automation-rate-by-date")`. |
+| 📈 **Overall Pass Rate** | [XX%] | From `analytics_stats(kind="success-rate-by-date")` for the sprint window. |
+| 🏁 **Tickets Tested** | [N] | Total number of tickets which were finished during the sprint. |
+| ✅ **Tickets Completed (All Tests Passed)** | [N] | Formally approved and ready for delivery/release -> finished with all passed tests. |
+| 🐛 **Defects/Bugs Identified** | [N] | Newly identified defects during execution. |
+
+---
+
+## 🛠️ 2. Test Design & Coverage Expansion
+
+| Ticket ID | Suite / Feature Area | Test Case Title(s) | Total TCs | TMS State |
+| :--- | :--- | :--- | :---: | :--- |
+| **[PROJ-123]** | Authentication | [TC Title 1]; [TC Title 2] | [N] | [Manual / Automated] |
+| **[PROJ-456]** | Data Export | [TC Title 1] | [N] | [Automated] |
+| **[PROJ-789]** | Data Export | [TC Title 1]; [TC Title 2] | [N] | [Mix: Automated & Manual] |
+| *— No new test cases added —* | | | | |
+
+> **TMS State** column: pull from `tests_list` → `state` field (`Manual` / `Automated` / `Mix: Automated & Manual`).
+
+---
+
+## 🎯 3. Testing Execution Progress by Ticket, Suite
+
+> Report group is **Suite** (the primary TMS grouping). Each row corresponds to a Testomat.io Suite. Use `testruns_list(run_id="...")` to populate Passed / Failed / Skipped counts per suite.
+
+| Ticket Name / Suite / Feature Area | Run Title | Total TCs | Passed | Failed | Skipped | Blocked | Execution % | Suite Release Status |
+| :--- | :--- | :---: | :---: | :---: | :---: | :---: | :---: | :--- |
+| [Suite Name — e.g. Billing] | [Run Title] | [N] | `[N]` | `[N]` | `[N]` | `[N]` | `[XX]%` | 🟡 In Progress |
+| [Suite Name — e.g. Profile] | [Run Title] | [N] | `[N]` | `[N]` | `[N]` | `[N]` | `[XX]%` | ✅ Completed (All Tests Passed) |
+| [Suite Name — e.g. Analytics] | [Run Title] | [N] | `[N]` | `[N]` | `[N]` | `[N]` | `[XX]%` | 🔴 Blocked |
+| **TOTAL** | | **[N]** | **`[N]`** | **`[N]`** | **`[N]`** | **`[N]`** | **`[XX]%`** | **Overall Pass Rate:** `[XX%]` |
+
+> **Status Key:**
+> ✅ **Completed (All Tests Passed):** 100% test execution completed with zero critical defects.
+> 🟡 **In Progress:** Validations are actively running or includes in-progress cases; no major technical hurdles encountered (🟡 >51% pass = In Progress).
+> 🔴 **Blocked:** Discovered failure, issues (🔴<50% pass or blocked).
+
+---
+
+## ✅ 4. Tickets Moved to Sign-Off (already passed)
+*   `[PROJ-XXX]` — `[User Story Name]` | **Verified:** `[DD.MM.YYYY]` | **TMS Run:** `[Link to Testomat.io Run]`
+*   `[PROJ-YYY]` — `[User Story Name]` | **Verified:** `[DD.MM.YYYY]` | **TMS Run:** `[Link to Testomat.io Run]`
+*   *— No tickets signed off during this period —*
+
+---
+
+## 🔁 5. Quality Feedback Loop (Returned to Dev)
+*   `[PROJ-881]` — *`[Feature Name]`*: `[AC #2 failed: App crashes when session expires / Linked to BUG-99]` (**Return Count:** `[1st time / 2nd time]`)
+*   *— No tickets returned to development —*
+
+---
+
+## 🐛 6. Sprint Bug Tracking
+
+| Bug ID | Title / Summary Description | Priority | Linked Ticket |
+| :--- | :--- | :---: | :--- | :--- |
+| `[BUG-001]` | `[Short descriptive bug title]` | 🔴 Critical | `[PROJ-XXX]` |
+| `[BUG-002]` | `[Short descriptive bug title]` | 🟠 Major | `[PROJ-XXX]` |
+| *— No bugs registered this week —* | | |
+
+---
+
+## 📊 8. TMS Test Health Analytics
+
+> Data sourced via MCP `analytics_tests` and `analytics_stats` for the **current sprint period** only in case if you have access to this analytics.
+(If most of the metrics could not be obtained, this section should be removed from the results.)
+
+### 8.1 Test Health Overview
+| Metric | Value | Notes |
+| :--- | :---: | :--- |
+| 🔀 **Flaky Tests** | [N] | `analytics_tests(kind="flaky", days=N)` |
+| ⏭️ **Never Executed** | [N] | `analytics_tests(kind="never-executed", maturity_days=N)` |
+| 🌿 **Evergreen (Stable)** | [N] | `analytics_tests(kind="evergreen", days=N)` |
+| ⏭️ **Skipped Tests** | [N] | `analytics_tests(kind="skipped", days=N)` |
+| 🐛 **Tests with Defects** | [N] | `analytics_tests(kind="defects", days=N)` |
+| 🐌 **Slow Tests (>N ms)** | [N] | `analytics_tests(kind="slow", threshold_ms=N)` |
+
+### 8.2 Success Rate Trend
+> `analytics_stats(kind="success-rate-by-date", from="DD.MM.YYYY", to="DD.MM.YYYY")`
+
+| Date | Success Rate % |
+| :--- | :---: |
+| [DD.MM.YYYY] | [XX%] |
+| [DD.MM.YYYY] | [XX%] |
+| [DD.MM.YYYY] | [XX%] |
+
+### 8.3 Execution Volume Trend
+> `analytics_stats(kind="testruns-by-date", from="DD.MM.YYYY", to="DD.MM.YYYY")`
+
+| Date | Test Runs Executed |
+| :--- | :---: |
+| [DD.MM.YYYY] | [N] |
+| [DD.MM.YYYY] | [N] |
+
+---
+
+## 📊 9. Sprint Health & Project Readiness Assessment
+
+| Assessment Area | Risk Level | Details & Impact Narrative |
+| :--- | :---: | :--- |
+| 🟢 **Sprint Completion Risk** | `[Green / Yellow / Red]` | Narrative based on execution % and sign-off rate. |
+| 📦 **Spillover / Scope Creep Risk** | `[None / Low / High]` | Highlight any items vulnerable to rolling over into the next cycle. |
+| 🖥️ **Environment & CI/CD Stability** | `[Stable / Degraded]` | Log testing framework bottlenecks, env down times, or pipeline blockers. |
+
+**Sprint Summary Overview:**
+[Write a summary 1-5 sentences overview by current sprint based on the provided info from this report.]
\ No newline at end of file