sqlite-log-query SKILL.md skillA
sqlite-log-query from lingtai-ai/lingtai-kernel is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add lingtai-ai/lingtai-kernel/sqlite-log-query@v1.4.0Pins v1.4.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- lingtai-ai/lingtai-kernel
- Path
src/lingtai/intrinsic_skills/system-manual/reference/sqlite-log-query/SKILL.md- Versions recorded
- 6
- Latest version
- v1.4.0, committed Sep 15, 2026
- First version recorded
- Jul 14, 2026
- Size
- 22,826 bytes
- Repository stars
- 11
- License
- Apache-2.0
Nested system-manual reference for the additive SQLite/`log.sqlite` sidecar over LingTai's JSONL runtime traces. Read it when you need `lingtai-agent log doctor|query|rebuild`, read-only SQL safety and WAL/rebuild caveats, the events/chat_entries/token_entries schema, quick-start snippets, SQL recipes (`tool_call_id` lifecycle, tool result stats and percentiles, spilled/large tool results), gotchas, or the redaction rules. Runtime trace forensics start here; trajectory mining is the sibling…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# SQLite Log Query LingTai keeps durable runtime traces and token ledgers in JSONL files. The SQLite file at `logs/log.sqlite` is an **additive, rebuildable query index** over those JSONL sources of truth. Use it to answer questions that are painful with `grep`: which event types are hottest, what happened inside daemon runs, what chat-history turn surrounded a failure, whether notification/daemon/context events are storming, or how token usage is distributed across main/daemon sources. ## Start here for log.sqlite (quick start) First-use, copy-pasteable snippets. `log.sqlite` lives at `logs/log.sqlite` under the agent directory (`AGENT_DIR=/path/to/project/.lingtai/agent-name`). Open it read-only and run the three first checks: ```bash sqlite3 -readonly logs/log.sqlite '.tables' sqlite3 -readonly logs/log.sqlite 'pragma table_info(events);' sqlite3 -readonly logs/log.sqlite \ "select type, count(*) as n from events group by type order by n desc limit 20;" ``` Plain `sqlite3 logs/log.sqlite` opens the file read-write; for inspection prefer `-readonly` (or the Python URI form below) so you never accidentally write the sidecar. Equivalent read-only Python: ```python …
Read the whole file at its exact version.
How to install
mdr add lingtai-ai/lingtai-kernel/sqlite-log-query@sha256:37b088255d5d443cThe line at the top of this page pins the label v1.4.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_vwg67553wcyb5pwj)
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Versions
The registry has recorded 6 versions of this file, between Jul 14, 2026 and Sep 15, 2026, about one every 13 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.4.0 latest | 2026-09-15 | 69a0984 | 22,826 B | A | view · diff |
| v1.4.0 | 2026-08-09 | bec9573 | 22,805 B | A | view · diff |
| v1.3.0 | 2026-08-07 | 51139ee | 18,033 B | A | view · diff |
| v1.2.1 | 2026-07-30 | 592fc39 | 34,093 B | A | view · diff |
| v1.2.1 | 2026-07-19 | 88e075a | 33,846 B | A | view · diff |
| v1.2.0 | 2026-07-14 | b410ffc | 34,083 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (22826 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
lingtai-ai/lingtai-kernel · 11 stars · license Apache-2.0 · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vwg67553wcyb5pwj GET https://markdownregistry.com/api/v1/resolve?ref=lingtai-ai/lingtai-kernel/sqlite-log-query GET https://markdownregistry.com/api/v1/blob/37b088255d5d443c30c23c58deee972f71daee4e916a5c9187b63dc9eba5d987
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