{"id":"c4da1533-3c3d-47a8-b38d-bc8b56f15494","entityType":"agent","slug":"clawhub-bytesagain-lab-dataview","name":"Dataview","canonicalUrl":"https://www.xpersona.co/agent/clawhub-bytesagain-lab-dataview","canonicalPath":"/agent/clawhub-bytesagain-lab-dataview","generatedAt":"2026-10-11T07:38:56.766Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T05:43:06.309Z","emptyReason":null},"description":"Explore CSV and JSON files with quick queries, filters, and aggregation. Use when inspecting data, running queries, filtering rows, aggregating. Skill: Dataview Owner: bytesagain-lab Summary: Explore CSV and JSON files with quick queries, filters, and aggregation. Use when inspecting data, running queries, filtering rows, aggregating. 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Use when inspecting data, running queries, filtering rows, aggregating.\n\nTags: latest:2.0.0\n\nVersion history:\n\nv2.0.0 | 2026-03-18T04:29:42.145Z | user\n\nDomain-specific upgrade\n\nArchive index:\n\nArchive v2.0.0: 4 files, 5212 bytes\n\nFiles: scripts/script.sh (11227b), skill-card.md (1956b), SKILL.md (4099b), _meta.json (127b)\n\nFile v2.0.0:SKILL.md\n\n---\nname: DataView\ndescription: \"Explore CSV and JSON files with quick queries, filters, and aggregation. Use when inspecting data, running queries, filtering rows, aggregating.\"\nversion: \"2.0.0\"\nauthor: \"BytesAgain\"\nhomepage: https://bytesagain.com\nsource: https://github.com/bytesagain/ai-skills\ntags: [\"data\",\"csv\",\"json\",\"analysis\",\"statistics\",\"viewer\",\"explorer\",\"developer\"]\ncategories: [\"Developer Tools\", \"Data Analysis\", \"Utility\"]\n---\n\n# DataView\n\nA data processing toolkit for ingesting, transforming, querying, and managing data entries from the command line. All operations are logged with timestamps and stored locally.\n\n## Commands\n\n### Data Operations\n\nEach data command works in two modes: run without arguments to view recent entries, or pass input to record a new entry.\n\n| Command | Description |\n|---------|-------------|\n| `dataview ingest <input>` | Ingest data — record a new ingest entry or view recent ones |\n| `dataview transform <input>` | Transform data — record a transformation or view recent ones |\n| `dataview query <input>` | Query data — record a query or view recent ones |\n| `dataview filter <input>` | Filter data — record a filter operation or view recent ones |\n| `dataview aggregate <input>` | Aggregate data — record an aggregation or view recent ones |\n| `dataview visualize <input>` | Visualize data — record a visualization or view recent ones |\n| `dataview export <input>` | Export data — record an export entry or view recent ones |\n| `dataview sample <input>` | Sample data — record a sample or view recent ones |\n| `dataview schema <input>` | Schema management — record a schema entry or view recent ones |\n| `dataview validate <input>` | Validate data — record a validation or view recent ones |\n| `dataview pipeline <input>` | Pipeline management — record a pipeline step or view recent ones |\n| `dataview profile <input>` | Profile data — record a profile or view recent ones |\n\n### Utility Commands\n\n| Command | Description |\n|---------|-------------|\n| `dataview stats` | Show summary statistics — entry counts per category, total entries, disk usage |\n| `dataview export <fmt>` | Export all data to a file (formats: `json`, `csv`, `txt`) |\n| `dataview search <term>` | Search all log files for a term (case-insensitive) |\n| `dataview recent` | Show last 20 entries from activity history |\n| `dataview status` | Health check — version, data directory, entry count, disk usage, last activity |\n| `dataview help` | Show available commands |\n| `dataview version` | Show version (v2.0.0) |\n\n## Data Storage\n\nAll data is stored locally at `~/.local/share/dataview/`:\n\n- Each data command writes to its own log file (e.g., `ingest.log`, `transform.log`)\n- Entries are stored as `timestamp|value` pairs (pipe-delimited)\n- All actions are tracked in `history.log` with timestamps\n- Export generates files in the data directory (`export.json`, `export.csv`, or `export.txt`)\n\n## Requirements\n\n- Bash (with `set -euo pipefail`)\n- Standard Unix utilities: `date`, `wc`, `du`, `grep`, `tail`, `cat`, `sed`\n- No external dependencies or API keys required\n\n## When to Use\n\n- To log and track data processing operations (ingest, transform, query, etc.)\n- To maintain a searchable history of data viewing and analysis activities\n- To export accumulated records in JSON, CSV, or plain text format\n- As part of larger automation or data inspection workflows\n- When you need a lightweight, local-only data operation tracker\n\n## Examples\n\n```bash\n# Record a new ingest entry\ndataview ingest \"loaded sales_report.csv 2500 rows\"\n\n# View recent transform entries\ndataview transform\n\n# Record a query\ndataview query \"top 10 products by revenue\"\n\n# Filter data\ndataview filter \"region=APAC\"\n\n# Search across all logs\ndataview search \"sales\"\n\n# Export everything as CSV\ndataview export csv\n\n# Check overall statistics\ndataview stats\n\n# View recent activity\ndataview recent\n\n# Health check\ndataview status\n```\n\n---\nPowered by BytesAgain | bytesagain.com | hello@bytesagain.com\n💬 Feedback & Feature Requests: https://bytesagain.com/feedback\n\nFile v2.0.0:_meta.json\n\n{\n  \"ownerId\": \"kn76vqrf94wk924mddj8fp4p5x8497tb\",\n  \"slug\": \"dataview\",\n  \"version\": \"2.0.0\",\n  \"publishedAt\": 1773808182145\n}\n\nFile v2.0.0:skill-card.md\n\n## Description:\n\nDataview provides Bash commands for recording, viewing, searching, and exporting local logs of data-operation activity.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[bytesagain-lab](https://clawhub.ai/user/bytesagain-lab)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nDevelopers and engineers can use Dataview as a lightweight local tracker for data inspection and processing notes. It should not be treated as a full CSV or JSON query engine.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: User-entered data-operation notes may be stored in plaintext local logs and included in later searches or exports.\n\nMitigation: Do not enter secrets, proprietary data snippets, or sensitive queries unless plaintext local storage under ~/.local/share/dataview is acceptable.\n\nRisk: The release is presented as CSV and JSON exploration, but the security evidence says the artifact behaves as a persistent local activity logger.\n\nMitigation: Use this skill only for activity logging and verify any real data analysis with a dedicated CSV or JSON parser or query tool.\n\n## Reference(s):\n\n- [Dataview ClawHub Skill Page](https://clawhub.ai/bytesagain-lab/skills/dataview)\n- [BytesAgain Homepage](https://bytesagain.com)\n\n## Skill Output:\n\n**Output Type(s):** [text, shell commands, files, guidance]\n\n**Output Format:** [Plain text CLI output and local JSON, CSV, or text export files.]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Persists command entries and history under ~/.local/share/dataview when commands are run.]\n\n## Skill Version(s):\n\n2.0.0 (source: frontmatter and release evidence)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.","readmeExcerpt":"Skill: Dataview Owner: bytesagain-lab Summary: Explore CSV and JSON files with quick queries, filters, and aggregation. Use when inspecting data, running queries, filtering rows, aggregating. 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Use when inspecting data, running queries, filtering rows, aggregating.\"\nversion: \"2.0.0\"\nauthor: \"BytesAgain\"\nhomepage: https://bytesagain.com\nsource: https://github.com/bytesagain/ai-skills\ntags: [\"data\",\"csv\",\"json\",\"analysis\",\"statistics\",\"viewer\",\"explorer\",\"developer\"]\ncategories: [\"Developer Tools\", \"Data Analysis\", \"Utility\"]\n---\n\n# DataView\n\nA data processing toolkit for ingesting, transforming, querying, and managing data entries from the command line. All operations are logged with timestamps and stored locally.\n\n## Commands\n\n### Data Operations\n\nEach data command works in two modes: run without arguments to view recent entries, or pass input to record a new entry.\n\n| Command | Description |\n|---------|-------------|\n| `dataview ingest <input>` | Ingest data — record a new ingest entry or view recent ones |\n| `dataview transform <input>` | Transform data — record a transformation or view recent ones |\n| `dataview query <input>` | Query data — record a query or view recent ones |\n| `dataview filter <input>` | Filter data — record a filter operation or view recent ones |\n| `dataview aggregate <input>` | Aggregate data — record an aggregation or view recent ones |\n| `dataview visualize <input>` | Visualize data — record a visualization or view recent ones |\n| `dataview export <input>` | Export data — record an export entry or view recent ones |\n| `dataview sample <input>` | Sample data — record a sample or view recent ones |\n| `dataview schema <input>` | Schema management — record a schema entry or view recent ones |\n| `dataview validate <input>` | Validate data — record a validation or view recent ones |\n| `dataview pipeline <input>` | Pipeline management — record a pipeline step or view recent ones |\n| `dataview profile <input>` | Profile data — record a profile or view recent ones |\n\n### Utility Commands\n\n| Command | Description |\n|---------|-------------|\n| `dataview stats` | Show summary statistics — entry counts per category, total entries, disk usage |\n| `dataview export <fmt>` | Export all data to a file (formats: `json`, `csv`, `txt`) |\n| `dataview search <term>` | Search all log files for a term (case-insensitive) |\n| `dataview recent` | Show last 20 entries from activity history |\n| `dataview status` | Health check — version, data directory, entry count, disk usage, last activity |\n| `dataview help` | Show available commands |\n| `dataview version` | Show version (v2.0.0) |\n\n## Data Storage\n\nAll data is stored locally at `~/.local/share/dataview/`:\n\n- Each data command writes to its own log file (e.g., `ingest.log`, `transform.log`)\n- Entries are stored as `timestamp|value` pairs (pipe-delimited)\n- All actions are tracked in `history.log` with timestamps\n- Export generates files in the data directory (`export.json`, `export.csv`, or `export.txt`)\n\n## Requirements\n\n- Bash (with `set -euo pipefail`)\n- Standard Unix utilities: "},{"path":"_meta.json","content":"{\n  \"ownerId\": \"kn76vqrf94wk924mddj8fp4p5x8497tb\",\n  \"slug\": \"dataview\",\n  \"version\": \"2.0.0\",\n  \"publishedAt\": 1773808182145\n}"},{"path":"skill-card.md","content":"## Description:\n\nDataview provides Bash commands for recording, viewing, searching, and exporting local logs of data-operation activity.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[bytesagain-lab](https://clawhub.ai/user/bytesagain-lab)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nDevelopers and engineers can use Dataview as a lightweight local tracker for data inspection and processing notes. It should not be treated as a full CSV or JSON query engine.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: User-entered data-operation notes may be stored in plaintext local logs and included in later searches or exports.\n\nMitigation: Do not enter secrets, proprietary data snippets, or sensitive queries unless plaintext local storage under ~/.local/share/dataview is acceptable.\n\nRisk: The release is presented as CSV and JSON exploration, but the security evidence says the artifact behaves as a persistent local activity logger.\n\nMitigation: Use this skill only for activity logging and verify any real data analysis with a dedicated CSV or JSON parser or query tool.\n\n## Reference(s):\n\n- [Dataview ClawHub Skill Page](https://clawhub.ai/bytesagain-lab/skills/dataview)\n- [BytesAgain Homepage](https://bytesagain.com)\n\n## Skill Output:\n\n**Output Type(s):** [text, shell commands, files, guidance]\n\n**Output Format:** [Plain text CLI output and local JSON, CSV, or text export files.]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Persists command entries and history under ~/.local/share/dataview when commands are run.]\n\n## Skill Version(s):\n\n2.0.0 (source: frontmatter and release evidence)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment."}],"languages":[],"docsSourceLabel":"CLAWHUB","editorialOverview":"Explore CSV and JSON files with quick queries, filters, and aggregation. Use when inspecting data, running queries, filtering rows, aggregating. Skill: Dataview Owner: bytesagain-lab Summary: Explore CSV and JSON files with quick queries, filters, and aggregation. Use when inspecting data, running queries, filtering rows, aggregating. 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