| # Pull Request |
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| ## What Changed |
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| Select all that apply. |
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| - [ ] Added or updated resource entries |
| - [ ] Added or updated a loop pattern |
| - [ ] Added or updated a translation |
| - [ ] Improved docs, templates, or repository presentation |
| - [ ] Fixed links, typos, or formatting |
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| ## Resource Summary |
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| List the resources, patterns, or translation files changed. For each resource, include the canonical URL and original publishing venue or platform. |
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| - Title and URL: |
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| ## Relevance To Loop Engineering |
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| Explain how this PR relates to the new AI/coding-agent meaning of Loop Engineering: the layer above prompt, context, and harness engineering where recurring systems trigger agents, provide context, bound actions, verify results, persist state, retry, and escalate. |
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| ## Category |
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| Which README section did you update? |
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| - [ ] Start Here |
| - [ ] Core Loop Primitives |
| - [ ] Official Runtime Guides |
| - [ ] Research Foundations |
| - [ ] Agent Workflow Patterns |
| - [ ] Coding-Agent Loop Systems |
| - [ ] Verification And Feedback Gates |
| - [ ] State, Memory, And Context Persistence |
| - [ ] Orchestration And Multi-Agent Delegation |
| - [ ] Benchmarks And Evaluation |
| - [ ] Operations Playbooks |
| - [ ] Templates And Patterns |
| - [ ] Critiques, Risks, And Limitations |
| - [ ] Adjacent Awesome Lists |
| - [ ] Translation or repository docs |
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| ## Source Type |
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| - [ ] 📄 Paper |
| - [ ] 📝 Blog |
| - [ ] 📚 Docs |
| - [ ] 🧰 Tool |
| - [ ] 🧪 Benchmark |
| - [ ] 🔁 Pattern |
| - [ ] 🧾 Template |
| - [ ] 🧭 List |
| - [ ] ⚠️ Critique |
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| ## Quality Labels |
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| - [ ] Direct Loop Engineering source |
| - [ ] Paper or technical report |
| - [ ] Official documentation |
| - [ ] Engineering blog or field note |
| - [ ] Tool, framework, or repository |
| - [ ] Benchmark or evaluation resource |
| - [ ] Critique or limitation analysis |
| - [ ] Adjacent awesome list |
| - [ ] Primary source |
| - [ ] Implementation-heavy |
| - [ ] Foundational |
| - [ ] Cautionary |
| - [ ] Translation |
| - [ ] Repository maintenance |
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| ## Evidence Quality |
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| - [ ] Tier A: primary source or official docs |
| - [ ] Tier B: practitioner write-up with implementation detail |
| - [ ] Tier C: curated survey or high-quality explainer |
| - [ ] Tier D: commentary or news coverage |
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| ## Accuracy And Provenance |
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| - Original or official source checked: |
| - Original publishing venue or platform: |
| - Publication date, authors, and identifier verified from: |
| - Material caveats or source-access limits: |
| - Automated assistance used for discovery, extraction, or drafting (if any): |
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| ## Checklist |
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| - [ ] I searched the README for duplicates. |
| - [ ] The resource is public and has a stable URL. |
| - [ ] The entry is in the most specific category. |
| - [ ] The entry includes the correct resource type label, such as `📄 **Paper**` or `📚 **Docs**`. |
| - [ ] The annotation explains why the resource matters for loop design. |
| - [ ] The `Published at` cell names the work's original venue or publishing platform, not this repository. |
| - [ ] I omitted unavailable publication metadata instead of inferring it from search snippets or secondary coverage. |
| - [ ] Adjacent prompt, context, or harness resources explicitly connect to repeated agent runs, state, verification, or escalation. |
| - [ ] The entry follows the table format: `| 📄 **[Title](https://example.com)**<br><sub>Paper</sub> | **2026** · Venue<br><sub>Author</sub> | Specific contribution. |`. |
| - [ ] The resource is not about unrelated event loops, growth loops, control theory, or generic automation. |
| - [ ] New loop patterns include trigger, discover/intake, delegation, state, verification gates, retry budget, escalation path, and loop instruction or automation artifact. |
| - [ ] Any automated assistance was checked against the original or official source; generated text was not treated as evidence. |
| - [ ] I ran `python3 scripts/render_readme_tables.py` and `python3 scripts/export_resource_dataset.py` after changing resource rows. |
| - [ ] I agree that my contribution to this repository is released under `CC0-1.0`. |
| - [ ] I did not copy third-party content into this repository without the right to do so. |
| - [ ] Any translation links back to the canonical English README. |
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