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fix: weekly refresh CI, merge conflicts, and full data sync (#151)
Weekly Refresh workflow: - replace peter-evans/create-pull-request with direct commit-and-push (fixes "GitHub Actions is not permitted to create pull requests" error) - remove pull-requests:write permission (no longer needed) tutorials/README.md: - resolve 4-layer nested merge conflict markers (lines 17-58) - update Source Verification counts from stale 188 to 191 (201 unique repos) Source verification: - re-run verify_tutorial_sources.py: 191/191 verified, 201 unique repos - update README verification date to 2026-03-02 Market signals: - refresh all trending repo star counts and relative day labels - update discoverability/market-signals.json and trending-vibe-coding.md All CI checks validated locally: - docs_health: 0 broken links, 0 missing indexes - staleness_audit: 0 stale markers - release_claims_audit: 0 stale claims - format v2 index check: 130 compliant indexes - manifest, snapshot, repo status, discoverability diffs: all clean Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
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‎.github/workflows/weekly-refresh.yml‎

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permissions:
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contents: write
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pull-requests: write
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jobs:
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refresh:
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python scripts/staleness_audit.py --max-age-days 10 --json-output discoverability/staleness-report.json
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python scripts/release_claims_audit.py --max-age-days 120 --json-output discoverability/release-claims-report.json
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- name: Create Pull Request
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uses: peter-evans/create-pull-request@v6
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with:
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branch: automation/weekly-refresh
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commit-message: "chore: weekly docs/discoverability refresh"
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title: "chore: weekly docs/discoverability refresh"
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body: |
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Automated weekly refresh of generated docs and discoverability assets.
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Updated by workflow:
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- tutorial manifest and structure snapshots
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- discoverability assets (`tutorial-index.json`, directory, search intent map, `llms*.txt`)
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- README trending market signals
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- staleness report
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- stale release-claim report
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labels: |
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automation
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docs
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- name: Commit and push if changed
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run: |
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git config user.name "github-actions[bot]"
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git config user.email "41898282+github-actions[bot]@users.noreply.github.com"
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git add -A
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git diff --cached --quiet && echo "No changes to commit" && exit 0
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git commit -m "chore: weekly docs/discoverability refresh"
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git push

‎README.md‎

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## ✅ Source Verification Status
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All tutorial indexes were re-verified against referenced upstream GitHub repositories on **2026-02-24**:
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All tutorial indexes were re-verified against referenced upstream GitHub repositories on **2026-03-02**:
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- tutorials scanned: **191**
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- tutorials with source repos: **191**
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- tutorials with unverified source repos: **0**
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- unique verified source repos: **200**
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- unique verified source repos: **201**
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Verification artifacts:
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@@ -127,28 +127,28 @@ Live repository snapshot for high-intent Taskade/Genesis/AI/MCP searches.
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---
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<!-- BEGIN: TRENDING_VIBE_CODING -->
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## 📈 Trending Vibe-Coding Repos (Auto-updated 2026-02-24)
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## 📈 Trending Vibe-Coding Repos (Auto-updated 2026-03-02)
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Live GitHub market signals for high-impact open-source coding-agent and vibe-coding ecosystems with direct tutorial coverage.
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| Ecosystem Repo | Tutorial | Stars | Last Push | Why It Matters |
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|:---------------|:---------|------:|:----------|:---------------|
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| [`open-webui/open-webui`](https://github.com/open-webui/open-webui) | [Open WebUI Tutorial](tutorials/open-webui-tutorial/) | 124,777 | 2026-02-24 (0d ago) | self-hosted AI interface and model operations |
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| [`anomalyco/opencode`](https://github.com/anomalyco/opencode) | [OpenCode Tutorial](tutorials/opencode-tutorial/) | 109,764 | 2026-02-24 (0d ago) | terminal-native coding agent with strong provider and tool controls |
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| [`browser-use/browser-use`](https://github.com/browser-use/browser-use) | [Browser Use Tutorial](tutorials/browser-use-tutorial/) | 78,889 | 2026-02-24 (0d ago) | browser-native AI automation and agent execution |
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| [`daytonaio/daytona`](https://github.com/daytonaio/daytona) | [Daytona Tutorial](tutorials/daytona-tutorial/) | 60,076 | 2026-02-24 (0d ago) | sandbox infrastructure for secure AI code execution |
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| [`cline/cline`](https://github.com/cline/cline) | [Cline Tutorial](tutorials/cline-tutorial/) | 58,318 | 2026-02-24 (0d ago) | agentic coding with terminal, browser, and MCP workflows |
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| [`Mintplex-Labs/anything-llm`](https://github.com/Mintplex-Labs/anything-llm) | [AnythingLLM Tutorial](tutorials/anything-llm-tutorial/) | 54,956 | 2026-02-24 (0d ago) | self-hosted RAG workspaces and agent workflows |
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| [`TabbyML/tabby`](https://github.com/TabbyML/tabby) | [Tabby Tutorial](tutorials/tabby-tutorial/) | 32,921 | 2026-02-14 (10d ago) | self-hosted coding assistant platform for teams |
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| [`continuedev/continue`](https://github.com/continuedev/continue) | [Continue Tutorial](tutorials/continue-tutorial/) | 31,501 | 2026-02-24 (0d ago) | IDE-native AI coding assistant architecture |
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| [`Fission-AI/OpenSpec`](https://github.com/Fission-AI/OpenSpec) | [OpenSpec Tutorial](tutorials/openspec-tutorial/) | 25,435 | 2026-02-24 (0d ago) | spec-driven workflow layer for predictable AI-assisted delivery |
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| [`RooCodeInc/Roo-Code`](https://github.com/RooCodeInc/Roo-Code) | [Roo Code Tutorial](tutorials/roo-code-tutorial/) | 22,367 | 2026-02-24 (0d ago) | multi-mode coding agents and approval workflows |
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| [`vercel/ai`](https://github.com/vercel/ai) | [Vercel AI SDK Tutorial](tutorials/vercel-ai-tutorial/) | 21,991 | 2026-02-24 (0d ago) | production TypeScript AI app and agent SDK patterns |
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| [`dyad-sh/dyad`](https://github.com/dyad-sh/dyad) | [Dyad Tutorial](tutorials/dyad-tutorial/) | 19,693 | 2026-02-24 (0d ago) | local-first AI app generation workflows |
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| [`stackblitz-labs/bolt.diy`](https://github.com/stackblitz-labs/bolt.diy) | [bolt.diy Tutorial](tutorials/bolt-diy-tutorial/) | 19,039 | 2026-02-07 (17d ago) | open-source Bolt-style product builder stack |
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| [`sweepai/sweep`](https://github.com/sweepai/sweep) | [Sweep Tutorial](tutorials/sweep-tutorial/) | 7,638 | 2025-09-18 (159d ago) | issue-to-PR coding agent workflows and GitHub automation |
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| [`stagewise-io/stagewise`](https://github.com/stagewise-io/stagewise) | [Stagewise Tutorial](tutorials/stagewise-tutorial/) | 6,496 | 2026-02-24 (0d ago) | browser-context frontend coding agent workflows |
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| [`cloudflare/vibesdk`](https://github.com/cloudflare/vibesdk) | [VibeSDK Tutorial](tutorials/vibesdk-tutorial/) | 4,803 | 2026-02-20 (4d ago) | Cloudflare-native prompt-to-app platform architecture |
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| [`open-webui/open-webui`](https://github.com/open-webui/open-webui) | [Open WebUI Tutorial](tutorials/open-webui-tutorial/) | 125,443 | 2026-03-02 (0d ago) | self-hosted AI interface and model operations |
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| [`anomalyco/opencode`](https://github.com/anomalyco/opencode) | [OpenCode Tutorial](tutorials/opencode-tutorial/) | 114,224 | 2026-03-02 (0d ago) | terminal-native coding agent with strong provider and tool controls |
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| [`browser-use/browser-use`](https://github.com/browser-use/browser-use) | [Browser Use Tutorial](tutorials/browser-use-tutorial/) | 79,382 | 2026-03-02 (0d ago) | browser-native AI automation and agent execution |
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| [`daytonaio/daytona`](https://github.com/daytonaio/daytona) | [Daytona Tutorial](tutorials/daytona-tutorial/) | 61,615 | 2026-03-02 (0d ago) | sandbox infrastructure for secure AI code execution |
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| [`cline/cline`](https://github.com/cline/cline) | [Cline Tutorial](tutorials/cline-tutorial/) | 58,554 | 2026-03-02 (0d ago) | agentic coding with terminal, browser, and MCP workflows |
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| [`Mintplex-Labs/anything-llm`](https://github.com/Mintplex-Labs/anything-llm) | [AnythingLLM Tutorial](tutorials/anything-llm-tutorial/) | 55,278 | 2026-03-02 (0d ago) | self-hosted RAG workspaces and agent workflows |
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| [`TabbyML/tabby`](https://github.com/TabbyML/tabby) | [Tabby Tutorial](tutorials/tabby-tutorial/) | 32,970 | 2026-03-02 (0d ago) | self-hosted coding assistant platform for teams |
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| [`continuedev/continue`](https://github.com/continuedev/continue) | [Continue Tutorial](tutorials/continue-tutorial/) | 31,600 | 2026-03-02 (0d ago) | IDE-native AI coding assistant architecture |
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| [`Fission-AI/OpenSpec`](https://github.com/Fission-AI/OpenSpec) | [OpenSpec Tutorial](tutorials/openspec-tutorial/) | 26,902 | 2026-02-27 (3d ago) | spec-driven workflow layer for predictable AI-assisted delivery |
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| [`RooCodeInc/Roo-Code`](https://github.com/RooCodeInc/Roo-Code) | [Roo Code Tutorial](tutorials/roo-code-tutorial/) | 22,473 | 2026-03-02 (0d ago) | multi-mode coding agents and approval workflows |
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| [`vercel/ai`](https://github.com/vercel/ai) | [Vercel AI SDK Tutorial](tutorials/vercel-ai-tutorial/) | 22,230 | 2026-03-02 (0d ago) | production TypeScript AI app and agent SDK patterns |
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| [`dyad-sh/dyad`](https://github.com/dyad-sh/dyad) | [Dyad Tutorial](tutorials/dyad-tutorial/) | 19,786 | 2026-02-28 (2d ago) | local-first AI app generation workflows |
148+
| [`stackblitz-labs/bolt.diy`](https://github.com/stackblitz-labs/bolt.diy) | [bolt.diy Tutorial](tutorials/bolt-diy-tutorial/) | 19,068 | 2026-02-07 (23d ago) | open-source Bolt-style product builder stack |
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| [`sweepai/sweep`](https://github.com/sweepai/sweep) | [Sweep Tutorial](tutorials/sweep-tutorial/) | 7,643 | 2025-09-18 (165d ago) | issue-to-PR coding agent workflows and GitHub automation |
150+
| [`stagewise-io/stagewise`](https://github.com/stagewise-io/stagewise) | [Stagewise Tutorial](tutorials/stagewise-tutorial/) | 6,493 | 2026-03-02 (0d ago) | browser-context frontend coding agent workflows |
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| [`cloudflare/vibesdk`](https://github.com/cloudflare/vibesdk) | [VibeSDK Tutorial](tutorials/vibesdk-tutorial/) | 4,825 | 2026-03-02 (0d ago) | Cloudflare-native prompt-to-app platform architecture |
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Data source: GitHub REST API (`stargazers_count`, `pushed_at`) via `scripts/refresh_market_signals.py`.
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<!-- END: TRENDING_VIBE_CODING -->

‎discoverability/market-signals.json‎

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