trace SKILL.md skillA
trace from ai-analyst-lab/ai-analyst is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ai-analyst-lab/ai-analyst/trace@git:20260921.652dcb5Pins git:20260921.652dcb5 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ai-analyst-lab/ai-analyst
- Path
.claude/skills/trace/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260921.652dcb5, committed Sep 21, 2026
- First version recorded
- Aug 27, 2026
- Size
- 3,402 bytes
- Repository stars
- 322
- License
- MIT
Show the provenance trace, linking every reported number to the SQL that produced it with a confidence badge. Use after an analysis when someone asks "where did that number come from?".
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
# /trace: expose the query logic behind every number Renders and shares one self-contained HTML that ties each reported number (a **finding**) back to the **query** that produced it, labeled by confidence: **cited** (the agent named the query), **value-match** (a query's captured `result_value` equals the number), or **inferred** (nearest query in time). Unmatched findings and orphan queries are shown, not hidden. An unverified number is the most important thing to surface. This is the on-demand artifact for any "prove it" moment. It reads the analysis record, query log, bounded result previews, findings manifest, action log, and reconciler. ## Steps 1. **Resolve the analysis.** Read the current analysis record: ```bash python3 -c " import sys; sys.path.insert(0, '.') from helpers.knowledge.analysis_context import current_analysis print(current_analysis() or '') " ``` If there is no current analysis, there is nothing to trace yet. Say so and stop (or, for a past run, point `build_trace` at that analysis_id explicitly). Interactive analysis provenance always remains under the repository's …
Read the whole file at its exact version.
How to install
mdr add ai-analyst-lab/ai-analyst/trace@sha256:ff3db15a8d76ea95The line at the top of this page pins the label git:20260921.652dcb5, 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_f63gr2naakahbllw)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Aug 27, 2026 and Sep 21, 2026, about one every 8 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260921.652dcb5 latest | 2026-09-21 | 652dcb5 | 3,402 B | A | view · diff |
| git:20260921.b4cdfe3 | 2026-09-21 | b4cdfe3 | 2,580 B | A | view · diff |
| git:20260902.b370de6 | 2026-09-02 | b370de6 | 2,783 B | A | view · diff |
| git:20260827.7ff2e25 | 2026-08-27 | 7ff2e25 | 2,857 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 (3402 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
ai-analyst-lab/ai-analyst · 322 stars · license MIT · pushed 2026-09-30 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_f63gr2naakahbllw GET https://markdownregistry.com/api/v1/resolve?ref=ai-analyst-lab/ai-analyst/trace GET https://markdownregistry.com/api/v1/blob/ff3db15a8d76ea9560ef491af66b31b2cb961068bee741455282e1738b1cb01b
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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