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README.md

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+---
+license: cc-by-4.0
+pretty_name: AgentArtifactCorpus (AAC)
+language:
+  - en
+tags:
+  - ai-agents
+  - agent-memory
+  - prompts
+  - llm
+  - knowledge-management
+task_categories:
+  - text-generation
+  - text-classification
+size_categories:
+  - 100K<n<1M
+extra_gated_prompt: >-
+  AgentArtifactCorpus is released for research use under a Data Use Agreement.
+  By requesting access you agree to: (1) use the data only for research;
+  (2) not attempt to re-identify authors of the source repositories;
+  (3) honour removal requests propagated from the opt-out registry;
+  (4) preserve upstream file licenses and provide attribution under CC-BY-4.0;
+  (5) cite the accompanying paper.
+extra_gated_fields:
+  Name: text
+  Affiliation: text
+  Intended use: text
+  I agree to the Data Use Agreement: checkbox
+configs:
+  - config_name: corpus
+    data_files: corpus/*.parquet
+    default: true
+  - config_name: manifest
+    data_files: manifest/*.parquet
+---
+
+# AgentArtifactCorpus (AAC)
+
+Agent configuration artefacts (`AGENTS.md`, `CLAUDE.md`, `.cursorrules`, `.mdc`
+rules, system-prompt files) crawled from public GitHub repositories under
+permissive licences. AAC underpins the compaction, decomposition, and
+classifier experiments in the CIKM 2026 paper *The Compaction Cliff in
+Long-Running AI Agent Memory*.
+
+- **Code and reproduction:** https://github.com/searchsim-org/knowledge-triage
+- **Datasheet:** see `DATASHEET.md` in the code repository
+- **Access:** gated, with a one-page Data Use Agreement (see above)
+
+## Configurations
+
+| Config | Contents | Use |
+|---|---|---|
+| `corpus` (default) | one row per artefact, with redacted `text` | training / analysis |
+| `manifest` | same rows without `text` (hash + metadata) | full index, dedup and opt-out bookkeeping |
+
+```python
+from datasets import load_dataset
+ds = load_dataset("searchsim/AgentArtifactCorpus", "corpus", split="train")
+```
+
+## Schema
+
+Rows are at the **occurrence level**: a template copied across many repositories
+appears once per repository, each with its own provenance. `dup_count` and
+`is_duplicate` let you deduplicate by content when you need to.
+
+| Column | Type | Notes |
+|---|---|---|
+| `id` | string | SHA-256 of the artefact content; the dedup key |
+| `repo_slug` | string | **anonymised** pseudonym (`anon/<hash>`); the real GitHub repo name is never published |
+| `anonymized` | bool | always True: every source repository is anonymised |
+| `file_path` | string | path of the artefact within its repository |
+| `family` | string | `claude.md`, `agents.md`, `cursorrules`, `copilot`, `system-prompt`, `other` |
+| `platform` | string | crawler platform: `claude`, `cursor`, `copilot`, `windsurf`, `continue`, `aider`, `universal` |
+| `function` | string | `instruction`, `strategy`, `configuration`, `memory` |
+| `authorship` | string | `human`, `template`, `agent`, `hybrid`, `unknown` |
+| `specificity` | string | e.g. `project`, `global` |
+| `size_bytes` | int | original file size |
+| `char_count` | int | original character count (from the crawl) |
+| `crawl_timestamp` | string | ISO 8601 crawl time |
+| `dup_count` | int | number of occurrences sharing this `id` |
+| `is_duplicate` | bool | False on the first occurrence of an `id`, True on the rest |
+| `char_len` | int | length of the redacted text (`corpus` config only) |
+| `redactions` | int | number of PII/secret redactions applied (`corpus` config only) |
+| `text` | string | redacted artefact text (`corpus` config only) |
+
+The `manifest` config carries every in-scope artefact (metadata only, no `text`),
+including artefacts whose body is not materialised. The `corpus` config carries
+the materialised, scrubbed subset with `text`.
+
+## Anonymity, provenance, and licensing
+
+Source repositories are **anonymised**: every `repo_slug` is a stable pseudonym
+(`anon/<hash>`) and the real GitHub repository name is not published. The
+`repo_license` column records the upstream SPDX licence (not identifying). The
+dataset is distributed under **CC-BY-4.0**; cite the paper below rather than
+individual repositories.
+
+## Scrubbing
+
+Every artefact passes these filters (see the code repository's `build_full.py`):
+
+1. **Secret scan** — `gitleaks` / `trufflehog` / bearer-token shapes; any hit drops the file.
+2. **PII redaction** — emails, GitHub @handles, internal hostnames, IPs, user paths, and attribution front-matter lines are replaced with `<REDACTED_*>` placeholders.
+3. **Anonymisation** — the `repo_slug` is replaced with a pseudonym.
+
+## Opt-out
+
+To have your repository removed, open a data-removal request on the code
+repository. Because slugs are anonymised, maintainers resolve the request
+through a private map held off-Hub, then publish a new gated revision (and
+Zenodo version) with the matching rows removed.
+
+## Citation
+
+```bibtex
+@inproceedings{zerhoudi2026compaction,
+  author    = {Zerhoudi, Saber and Mitrovi\'{c}, Jelena and Granitzer, Michael},
+  title     = {The Compaction Cliff in Long-Running AI Agent Memory},
+  year      = {2026},
+  booktitle = {Proceedings of the 35th ACM International Conference on Information and Knowledge Management},
+  series    = {CIKM '26},
+  doi       = {10.1145/3799682.3840567},
+}
+```

build_stats.json

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+{
+  "in_scope": 265999,
+  "unique_content": 190317,
+  "manifest_rows": 265999,
+  "corpus_rows": 252926,
+  "opted_out": 0,
+  "redactions_applied": 332978,
+  "unique_repos_anonymized": 54445,
+  "corpus_drop_reasons": {
+    "size-out-of-range": 9497,
+    "secret-detected": 294,
+    "not-materialised": 2000,
+    "read-error": 1282
+  },
+  "families": [
+    "continuerules",
+    "cursorrules",
+    "md",
+    "mdc",
+    "windsurfrules"
+  ]
+}

corpus/part-00000.parquet

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+size 86225984

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