feat: add official Qodo skills and codebase intelligence (#428)

2026-02-23 23:34:24 +02:00
parent 226b520131
commit 1ff1fd6bc7
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--- a/.claude/skills/qodo-pr-resolver/SKILL.md
+++ b/.claude/skills/qodo-pr-resolver/SKILL.md
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+---
+name: qodo-pr-resolver
+description: Review and resolve PR issues with Qodo - get AI-powered code review issues and fix them interactively (GitHub, GitLab, Bitbucket, Azure DevOps)
+version: 0.3.0
+triggers:
+  - qodo.?pr.?resolver
+  - pr.?resolver
+  - resolve.?pr
+  - qodo.?fix
+  - fix.?qodo
+  - qodo.?review
+  - review.?qodo
+  - qodo.?issues?
+  - show.?qodo
+  - get.?qodo
+  - qodo.?resolve
+---
+
+# Qodo PR Resolver
+
+Fetch Qodo review issues for your current branch's PR/MR, fix them interactively or in batch, and reply to each inline comment with the decision. Supports GitHub, GitLab, Bitbucket, and Azure DevOps.
+
+## Prerequisites
+
+### Required Tools:
+- **Git** - For branch operations
+- **Git Provider CLI** - One of: `gh` (GitHub), `glab` (GitLab), `bb` (Bitbucket), or `az` (Azure DevOps)
+
+**Installation and authentication details:** See [providers.md](./resources/providers.md) for provider-specific setup instructions.
+
+### Required Context:
+- Must be in a git repository
+- Repository must be hosted on a supported git provider (GitHub, GitLab, Bitbucket, or Azure DevOps)
+- Current branch must have an open PR/MR
+- PR/MR must have been reviewed by Qodo (pr-agent-pro bot, qodo-merge[bot], etc.)
+
+### Quick Check:
+```bash
+git --version                                    # Check git installed
+git remote get-url origin                        # Identify git provider
+```
+
+See [providers.md](./resources/providers.md) for provider-specific verification commands.
+
+## Understanding Qodo Reviews
+
+Qodo (formerly Codium AI) is an AI-powered code review tool that analyzes PRs/MRs with compliance checks, bug detection, and code quality suggestions.
+
+### Bot Identifiers
+Look for comments from: **`pr-agent-pro`**, **`pr-agent-pro-staging`**, **`qodo-merge[bot]`**, **`qodo-ai[bot]`**
+
+### Review Comment Types
+1. **PR Compliance Guide** 🔍 - Security/ticket/custom compliance with 🟢/🟡/🔴/⚪ indicators
+2. **PR Code Suggestions** ✨ - Categorized improvements with importance ratings
+3. **Code Review by Qodo** - Structured issues with 🐞/📘/📎 sections and agent prompts (most detailed)
+
+## Instructions
+
+When the user asks for a code review, to see Qodo issues, or fix Qodo comments:
+
+### Step 0: Check code push status
+
+Check for uncommitted changes, unpushed commits, and get the current branch.
+
+#### Scenario A: Uncommitted changes exist
+
+- Inform: "⚠️ You have uncommitted changes. These won't be included in the Qodo review."
+- Ask: "Would you like to commit and push them first?"
+- If yes: Wait for user action, then proceed to Step 1
+- If no: Warn "Proceeding with review of pushed code only" and continue to Step 1
+
+#### Scenario B: Unpushed commits exist
+
+(no uncommitted changes)
+
+- Inform: "⚠️ You have N unpushed commits. Qodo hasn't reviewed them yet."
+- Ask: "Would you like to push them now?"
+- If yes: Execute `git push`, inform "Pushed! Qodo will review shortly. Please wait ~5 minutes then run this skill again."
+- Exit skill (don't proceed - Qodo needs time to review)
+- If no: Warn "Proceeding with existing PR review" and continue to Step 1
+
+#### Scenario C: Everything pushed
+
+(both uncommitted changes and unpushed commits are empty)
+
+- Proceed to Step 1
+
+### Step 1: Detect git provider
+
+Detect git provider from the remote URL (`git remote get-url origin`).
+
+See [providers.md](./resources/providers.md) for provider detection patterns.
+
+### Step 2: Find the open PR/MR
+
+Find the open PR/MR for this branch using the provider's CLI.
+
+See [providers.md § Find Open PR/MR](./resources/providers.md#find-open-prmr) for provider-specific commands.
+
+### Step 3: Get Qodo review comments
+
+Get the Qodo review comments using the provider's CLI.
+
+Qodo typically posts both a **summary comment** (PR-level, containing all issues) and **inline review comments** (one per issue, attached to specific lines of code). You must fetch both.
+
+See [providers.md § Fetch Review Comments](./resources/providers.md#fetch-review-comments) for provider-specific commands.
+
+Look for comments where the author is "qodo-merge[bot]", "pr-agent-pro", "pr-agent-pro-staging" or similar Qodo bot name.
+
+#### Step 3a: Check if review is still in progress
+
+- If any comment contains "Come back again in a few minutes" or "An AI review agent is analysing this pull request", the review is still running
+- In this case, inform the user: "⏳ Qodo review is still in progress. Please wait a few minutes and try again."
+- Exit early - don't try to parse incomplete reviews
+
+#### Step 3b: Deduplicate issues
+
+Deduplicate issues across summary and inline comments:
+
+- Qodo posts each issue in two places: once in the **summary comment** (PR-level) and once as an **inline review comment** (attached to the specific code line). These will share the same issue title.
+- Qodo may also post multiple summary comments (Compliance Guide, Code Suggestions, Code Review, etc.) where issues can overlap with slightly different wording.
+- Deduplicate by matching on **issue title** (primary key - the same title means the same issue):
+  - If an issue appears in both the summary comment and as an inline comment, merge them into a single issue
+  - Prefer the **inline comment** for file location (it has the exact line context)
+  - Prefer the **summary comment** for severity, type, and agent prompt (it is more detailed)
+  - **IMPORTANT:** Preserve each issue's **inline review comment ID** — you will need it later (Step 8) to reply directly to that comment with the decision
+- Also deduplicate across multiple summary comments by location (file path + line numbers) as a secondary key
+- If the same issue appears in multiple places, combine the agent prompts
+
+### Step 4: Parse and display the issues
+
+- Extract the review body/comments from Qodo's review
+- Parse out individual issues/suggestions
+- **IMPORTANT: Preserve Qodo's exact issue titles verbatim** — do not rename, paraphrase, or summarize them. Use the title exactly as Qodo wrote it.
+- **IMPORTANT: Preserve Qodo's original ordering** — display issues in the same order Qodo listed them. Qodo already orders by severity.
+- Extract location, issue description, and suggested fix
+- Extract the agent prompt from Qodo's suggestion (the description of what needs to be fixed)
+
+#### Severity mapping
+
+Derive severity from Qodo's action level and position:
+
+1. **Action level determines severity range:**
+   - **"Action required"** issues → Can only be 🔴 CRITICAL or 🟠 HIGH
+   - **"Review recommended"** / **"Remediation recommended"** issues → Can only be 🟡 MEDIUM or ⚪ LOW
+   - **"Other"** / **"Advisory comments"** issues → Always ⚪ LOW (lowest priority)
+
+2. **Qodo's position within each action level determines the specific severity:**
+   - Group issues by action level ("Action required" vs "Review recommended" vs "Other")
+   - Within "Action required" and "Review recommended" groups: earlier positions → higher severity, later positions → lower severity
+   - Split point: roughly first half of each group gets the higher severity, second half gets the lower
+   - All "Other" issues are treated as ⚪ LOW regardless of position
+
+**Example:** 7 "Action required" issues would be split as:
+- Issues 1-3: 🔴 CRITICAL
+- Issues 4-7: 🟠 HIGH
+- Result: No MEDIUM or LOW issues (because there are no "Review recommended" or "Other" issues)
+
+**Example:** 5 "Action required" + 3 "Review recommended" + 2 "Other" issues would be split as:
+- Issues 1-2 or 1-3: 🔴 CRITICAL (first ~half of "Action required")
+- Issues 3-5 or 4-5: 🟠 HIGH (second ~half of "Action required")
+- Issues 6-7: 🟡 MEDIUM (first ~half of "Review recommended")
+- Issue 8: ⚪ LOW (second ~half of "Review recommended")
+- Issues 9-10: ⚪ LOW (all "Other" issues)
+
+**Action guidelines:**
+- 🔴 CRITICAL / 🟠 HIGH ("Action required"): Always "Fix"
+- 🟡 MEDIUM ("Review recommended"): Usually "Fix", can "Defer" if low impact
+- ⚪ LOW ("Review recommended" or "Other"): Can be "Defer" unless quick to fix; "Other" issues are lowest priority
+
+#### Output format
+
+Display as a markdown table in Qodo's exact original ordering (do NOT reorder by severity - Qodo's order IS the severity ranking):
+
+```
+Qodo Issues for PR #123: [PR Title]
+
+| # | Severity | Issue Title | Issue Details | Type | Action |
+|---|----------|-------------|---------------|------|--------|
+| 1 | 🔴 CRITICAL | Insecure authentication check | • **Location:** src/auth/service.py:42<br><br>• **Issue:** Authorization logic is inverted | 🐞 Bug ⛨ Security | Fix |
+| 2 | 🔴 CRITICAL | Missing input validation | • **Location:** src/api/handlers.py:156<br><br>• **Issue:** User input not sanitized before database query | 📘 Rule violation ⛯ Reliability | Fix |
+| 3 | 🟠 HIGH | Database query not awaited | • **Location:** src/db/repository.py:89<br><br>• **Issue:** Async call missing await keyword | 🐞 Bug ✓ Correctness | Fix |
+```
+
+### Step 5: Ask user for fix preference
+
+After displaying the table, ask the user how they want to proceed using AskUserQuestion:
+
+**Options:**
+- 🔍 "Review each issue" - Review and approve/defer each issue individually (recommended for careful review)
+- ⚡ "Auto-fix all" - Automatically apply all fixes marked as "Fix" without individual approval (faster, but less control)
+- ❌ "Cancel" - Exit without making changes
+
+**Based on the user's choice:**
+- If "Review each issue": Proceed to Step 6 (manual review)
+- If "Auto-fix all": Skip to Step 7 (auto-fix mode - apply all "Fix" issues automatically using Qodo's agent prompts)
+- If "Cancel": Exit the skill
+
+### Step 6: Review and fix issues (manual mode)
+
+If "Review each issue" was selected:
+
+- For each issue marked as "Fix" (starting with CRITICAL):
+  - Read the relevant file(s) to understand the current code
+  - Implement the fix by **executing the Qodo agent prompt as a direct instruction**. The agent prompt is the fix specification — follow it literally, do not reinterpret or improvise a different solution. Only deviate if the prompt is clearly outdated relative to the current code (e.g. references lines that no longer exist).
+  - Calculate the proposed fix in memory (DO NOT use Edit or Write tool yet)
+  - **Present the fix and ask for approval in a SINGLE step:**
+    1. Show a brief header with issue title and location
+    2. **Show Qodo's agent prompt in full** so the user can verify the fix matches it
+    3. Display current code snippet
+    4. Display proposed change as markdown diff
+    5. Immediately use AskUserQuestion with these options:
+       - ✅ "Apply fix" - Apply the proposed change
+       - ⏭️ "Defer" - Skip this issue (will prompt for reason)
+       - 🔧 "Modify" - User wants to adjust the fix first
+  - **WAIT for user's choice via AskUserQuestion**
+  - **If "Apply fix" selected:**
+    - Apply change using Edit tool (or Write if creating new file)
+    - Reply to the Qodo inline comment with the decision (see Step 8 for inline reply commands)
+    - Git commit the fix: `git add <modified-files> && git commit -m "fix: <issue title>"`
+    - Confirm: "✅ Fix applied, commented, and committed!"
+    - Mark issue as completed
+  - **If "Defer" selected:**
+    - Ask for deferral reason using AskUserQuestion
+    - Reply to the Qodo inline comment with the deferral (see Step 8 for inline reply commands)
+    - Record reason and move to next issue
+  - **If "Modify" selected:**
+    - Inform user they can make changes manually
+    - Move to next issue
+- Continue until all "Fix" issues are addressed or the user decides to stop
+
+#### Important notes
+
+**Single-step approval with AskUserQuestion:**
+- NO native Edit UI (no persistent permissions possible)
+- Each fix requires explicit approval via custom question
+- Clearer options, no risk of accidental auto-approval
+
+**CRITICAL:** Single validation only - do NOT show the diff separately and then ask. Combine the diff display and the question into ONE message. The user should see: brief context → current code → proposed diff → AskUserQuestion, all at once.
+
+**Example:** Show location, Qodo's guidance, current code, proposed diff, then AskUserQuestion with options (✅ Apply fix / ⏭️ Defer / 🔧 Modify). Wait for user choice, apply via Edit tool if approved.
+
+### Step 7: Auto-fix mode
+
+If "Auto-fix all" was selected:
+
+- For each issue marked as "Fix" (starting with CRITICAL):
+  - Read the relevant file(s) to understand the current code
+  - Implement the fix by **executing the Qodo agent prompt as a direct instruction**. The agent prompt is the fix specification — follow it literally, do not reinterpret or improvise a different solution. Only deviate if the prompt is clearly outdated relative to the current code (e.g. references lines that no longer exist).
+  - Apply the fix using Edit tool
+  - Reply to the Qodo inline comment with the decision (see Step 8 for inline reply commands)
+  - Git commit the fix: `git add <modified-files> && git commit -m "fix: <issue title>"`
+  - Report each fix with the agent prompt that was followed:
+    > ✅ **Fixed: [Issue Title]** at `[Location]`
+    > **Agent prompt:** [the Qodo agent prompt used]
+  - Mark issue as completed
+- After all auto-fixes are applied, display summary:
+  - List of all issues that were fixed
+  - List of any issues that were skipped (with reasons)
+
+### Step 8: Post summary to PR/MR
+
+**REQUIRED:** After all issues have been reviewed (fixed or deferred), ALWAYS post a comment summarizing the actions taken, even if all issues were deferred.
+
+See [providers.md § Post Summary Comment](./resources/providers.md#post-summary-comment) for provider-specific commands and summary format.
+
+**After posting the summary, resolve the Qodo review comment:**
+
+Find the Qodo "Code Review by Qodo" comment and mark it as resolved or react to acknowledge it.
+
+See [providers.md § Resolve Qodo Review Comment](./resources/providers.md#resolve-qodo-review-comment) for provider-specific commands.
+
+If resolve fails (comment not found, API error), continue — the summary comment is the important part.
+
+### Step 9: Push to remote
+
+If any fixes were applied (commits were created in Steps 6/7), ask the user if they want to push:
+- If yes: `git push`
+- If no: Inform them they can push later with `git push`
+
+**Important:** If all issues were deferred, there are no commits to push — skip this step.
+
+### Special cases
+
+#### Unsupported git provider
+
+If the remote URL doesn't match GitHub, GitLab, Bitbucket, or Azure DevOps, inform the user and exit.
+
+See [providers.md § Error Handling](./resources/providers.md#error-handling) for details.
+
+#### No PR/MR exists
+
+- Inform: "No PR/MR found for branch `<branch-name>`"
+- Ask: "Would you like me to create a PR/MR?"
+- If yes: Use appropriate CLI to create PR/MR (see [providers.md § Create PR/MR](./resources/providers.md#create-prmr-special-case)), then inform "PR created! Qodo will review it shortly. Run this skill again in ~5 minutes."
+- If no: Exit skill
+
+**IMPORTANT:** Do NOT proceed without a PR/MR
+
+#### No Qodo review yet
+
+- Check if PR/MR has comments from Qodo bots (pr-agent-pro, qodo-merge[bot], etc.)
+- If no Qodo comments found: Inform "Qodo hasn't reviewed this PR/MR yet. Please wait a few minutes for Qodo to analyze it."
+- Exit skill (do NOT attempt manual review)
+
+**IMPORTANT:** This skill only works with Qodo reviews, not manual reviews
+
+#### Review in progress
+
+If "Come back again in a few minutes" message is found, inform user to wait and try again, then exit.
+
+#### Missing CLI tool
+
+If the detected provider's CLI is not installed, provide installation instructions and exit.
+
+See [providers.md § Error Handling](./resources/providers.md#error-handling) for provider-specific installation commands.
+
+#### Inline reply commands
+
+Used per-issue in Steps 6 and 7 to reply to Qodo's inline comments:
+
+Use the inline comment ID preserved during deduplication (Step 3b) to reply directly to Qodo's comment.
+
+See [providers.md § Reply to Inline Comments](./resources/providers.md#reply-to-inline-comments) for provider-specific commands and reply format.
+
+Keep replies short (one line). If a reply fails, log it and continue.
--- a/.claude/skills/qodo-pr-resolver/resources/providers.md
+++ b/.claude/skills/qodo-pr-resolver/resources/providers.md
@@ -0,0 +1,329 @@
+# Git Provider Commands Reference
+
+This document contains all provider-specific CLI commands and API interactions for the Qodo PR Resolver skill. Reference this file when implementing provider-specific operations.
+
+## Supported Providers
+
+- GitHub (via `gh` CLI)
+- GitLab (via `glab` CLI)
+- Bitbucket (via `bb` CLI)
+- Azure DevOps (via `az` CLI with DevOps extension)
+
+## Provider Detection
+
+Detect the git provider from the remote URL:
+
+```bash
+git remote get-url origin
+```
+
+Match against:
+- `github.com` → GitHub
+- `gitlab.com` → GitLab
+- `bitbucket.org` → Bitbucket
+- `dev.azure.com` → Azure DevOps
+
+## Prerequisites by Provider
+
+### GitHub
+
+**CLI:** `gh`
+- **Install:** `brew install gh` or [cli.github.com](https://cli.github.com/)
+- **Authenticate:** `gh auth login`
+- **Verify:**
+  ```bash
+  gh --version && gh auth status
+  ```
+
+### GitLab
+
+**CLI:** `glab`
+- **Install:** `brew install glab` or [glab.readthedocs.io](https://glab.readthedocs.io/)
+- **Authenticate:** `glab auth login`
+- **Verify:**
+  ```bash
+  glab --version && glab auth status
+  ```
+
+### Bitbucket
+
+**CLI:** `bb` or API access
+- **Install:** See [bitbucket.org/product/cli](https://bitbucket.org/product/cli)
+- **Verify:**
+  ```bash
+  bb --version
+  ```
+
+### Azure DevOps
+
+**CLI:** `az` with DevOps extension
+- **Install:** `brew install azure-cli` or [docs.microsoft.com/cli/azure](https://docs.microsoft.com/cli/azure)
+- **Install extension:** `az extension add --name azure-devops`
+- **Authenticate:** `az login` then `az devops configure --defaults organization=https://dev.azure.com/yourorg project=yourproject`
+- **Verify:**
+  ```bash
+  az --version && az devops
+  ```
+
+## Find Open PR/MR
+
+Get the PR/MR number for the current branch:
+
+### GitHub
+
+```bash
+gh pr list --head <branch-name> --state open --json number,title
+```
+
+### GitLab
+
+```bash
+glab mr list --source-branch <branch-name> --state opened
+```
+
+### Bitbucket
+
+```bash
+bb pr list --source-branch <branch-name> --state OPEN
+```
+
+### Azure DevOps
+
+```bash
+az repos pr list --source-branch <branch-name> --status active --output json
+```
+
+## Fetch Review Comments
+
+Qodo posts both **summary comments** (PR-level) and **inline review comments** (per-line). Fetch both.
+
+### GitHub
+
+```bash
+# PR-level comments (includes the summary comment with all issues)
+gh pr view <pr-number> --json comments
+
+# Inline review comments (per-line comments on specific code)
+gh api repos/{owner}/{repo}/pulls/<pr-number>/comments
+```
+
+### GitLab
+
+```bash
+# All MR notes including inline comments
+glab mr view <mr-iid> --comments
+```
+
+### Bitbucket
+
+```bash
+# All PR comments including inline comments
+bb pr view <pr-id> --comments
+```
+
+### Azure DevOps
+
+```bash
+# PR-level threads (includes summary comments)
+az repos pr show --id <pr-id> --output json
+
+# All PR threads including inline comments
+az repos pr policy list --id <pr-id> --output json
+az repos pr thread list --id <pr-id> --output json
+```
+
+## Reply to Inline Comments
+
+Use the inline comment ID preserved during deduplication to reply directly to Qodo's comments.
+
+### GitHub
+
+```bash
+gh api repos/{owner}/{repo}/pulls/<pr-number>/comments/<inline-comment-id>/replies \
+  -X POST \
+  -f body='<reply-body>'
+```
+
+**Reply format:**
+- **Fixed:** `✅ **Fixed** — <brief description of what was changed>`
+- **Deferred:** `⏭️ **Deferred** — <reason for deferring>`
+
+### GitLab
+
+```bash
+glab api "/projects/:id/merge_requests/<mr-iid>/discussions/<discussion-id>/notes" \
+  -X POST \
+  -f body='<reply-body>'
+```
+
+### Bitbucket
+
+```bash
+bb api "/2.0/repositories/{workspace}/{repo}/pullrequests/<pr-id>/comments" \
+  -X POST \
+  -f 'content.raw=<reply-body>' \
+  -f 'parent.id=<inline-comment-id>'
+```
+
+### Azure DevOps
+
+```bash
+az repos pr thread comment add \
+  --id <pr-id> \
+  --thread-id <thread-id> \
+  --content '<reply-body>'
+```
+
+## Post Summary Comment
+
+After reviewing all issues, post a summary comment to the PR/MR.
+
+### GitHub
+
+```bash
+gh pr comment <pr-number> --body '<comment-body>'
+```
+
+### GitLab
+
+```bash
+glab mr comment <mr-iid> --message '<comment-body>'
+```
+
+### Bitbucket
+
+```bash
+bb pr comment <pr-id> '<comment-body>'
+```
+
+### Azure DevOps
+
+```bash
+az repos pr thread create \
+  --id <pr-id> \
+  --comment-content '<comment-body>'
+```
+
+**Summary format:**
+
+```markdown
+## Qodo Fix Summary
+
+Reviewed and addressed Qodo review issues:
+
+### ✅ Fixed Issues
+- **Issue Title** (Severity) - Brief description of what was fixed
+
+### ⏭️ Deferred Issues
+- **Issue Title** (Severity) - Reason for deferring
+
+---
+*Generated by Qodo PR Resolver skill*
+```
+
+## Resolve Qodo Review Comment
+
+After posting the summary, resolve the main Qodo review comment.
+
+**Steps:**
+1. Fetch all PR/MR comments
+2. Find the Qodo bot comment containing "Code Review by Qodo"
+3. Resolve or react to the comment
+
+### GitHub
+
+```bash
+# 1. Fetch comments to find the comment ID
+gh pr view <pr-number> --json comments
+
+# 2. React with thumbs up to acknowledge
+gh api "repos/{owner}/{repo}/issues/comments/<comment-id>/reactions" \
+  -X POST \
+  -f content='+1'
+```
+
+### GitLab
+
+```bash
+# 1. Fetch discussions to find the discussion ID
+glab api "/projects/:id/merge_requests/<mr-iid>/discussions"
+
+# 2. Resolve the discussion
+glab api "/projects/:id/merge_requests/<mr-iid>/discussions/<discussion-id>" \
+  -X PUT \
+  -f resolved=true
+```
+
+### Bitbucket
+
+```bash
+# Fetch comments via bb api, find the comment ID, then update to resolved status
+bb api "/2.0/repositories/{workspace}/{repo}/pullrequests/<pr-id>/comments/<comment-id>" \
+  -X PUT \
+  -f 'resolved=true'
+```
+
+### Azure DevOps
+
+```bash
+# Mark the thread as resolved
+az repos pr thread update \
+  --id <pr-id> \
+  --thread-id <thread-id> \
+  --status resolved
+```
+
+## Create PR/MR (Special Case)
+
+If no PR/MR exists for the current branch, offer to create one.
+
+### GitHub
+
+```bash
+gh pr create --title '<title>' --body '<body>'
+```
+
+### GitLab
+
+```bash
+glab mr create --title '<title>' --description '<body>'
+```
+
+### Bitbucket
+
+```bash
+bb pr create --title '<title>' --description '<body>'
+```
+
+### Azure DevOps
+
+```bash
+az repos pr create \
+  --title '<title>' \
+  --description '<body>' \
+  --source-branch <branch-name> \
+  --target-branch main
+```
+
+## Error Handling
+
+### Missing CLI Tool
+
+If the detected provider's CLI is not installed:
+1. Inform the user: "❌ Missing required CLI tool: `<cli-name>`"
+2. Provide installation instructions from the Prerequisites section
+3. Exit the skill
+
+### Unsupported Provider
+
+If the remote URL doesn't match any supported provider:
+1. Inform: "❌ Unsupported git provider detected: `<url>`"
+2. List supported providers: GitHub, GitLab, Bitbucket, Azure DevOps
+3. Exit the skill
+
+### API Failures
+
+If inline reply or summary posting fails:
+- Log the error
+- Continue with remaining operations
+- The workflow should not abort due to comment posting failures