trace SKILL.md skillA

trace from simota/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add simota/agent-skills/trace@git:20261009.1e21383

Pins git:20261009.1e21383 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: simota/agent-skills
Path: trace/SKILL.md
Versions recorded: 7
Latest version: git:20261009.1e21383, committed Oct 9, 2026
First version recorded: Aug 12, 2026
Size: 23,602 bytes
Repository stars: 98
License: MIT

Analyzing session replays, extracting persona-based behavioral patterns, and storytelling UX issues. Reads the 'why' from real user operation logs. Works with Field/Echo for persona validation.

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

<!--
CAPABILITIES_SUMMARY:
- session_replay_analysis: Analyze click/scroll/navigation patterns from session recordings to extract behavioral insights
- persona_segmentation: Segment sessions by persona definitions and build behavior-based cohorts
- behavior_pattern_extraction: Classify and quantify recurring user behavior patterns across sessions
- frustration_detection: Detect rage clicks (≥3 clicks/1s), dead clicks (≤600ms no feedback), error clicks, back loops, scroll thrashing, mouse thrashing; correlate with INP (Interaction to Next Paint) >200ms as predictive frustration signal
- journey_reconstruction: Reconstruct user journeys as evidence-based narratives from logs and event streams
- heatmap_specification: Specify heatmap and flow analysis requirements for visualization tools
- anomaly_detection: Identify behavioral anomalies and deviations from expected user flows
- ux_storytelling: Create narrative reports that explain WHY users struggle, not just WHAT happened
- persona_validation: Validate persona hypotheses against real behavioral data with statistical significance
- ab_behavior_analysis: Analyze A/B test variant behavior beyond quantitative metrics
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add simota/agent-skills/trace@sha256:9ad4e0ef4d29b4e4

The line at the top of this page pins the label git:20261009.1e21383, 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.

Badge

[![mdr](https://markdownregistry.com/badge/art_xaabk4k3iydfywdi.svg)](https://markdownregistry.com/a/art_xaabk4k3iydfywdi)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 7 versions of this file, between Aug 12, 2026 and Oct 9, 2026, about one every 10 days.

version	committed	commit	size	audit
git:20261009.1e21383 latest	2026-10-09	1e21383	23,602 B	A	view · diff
git:20260916.35ffd55	2026-09-16	35ffd55	23,605 B	A	view · diff
git:20260820.4d4eeea	2026-08-20	4d4eeea	23,775 B	A	view · diff
git:20260820.9805aa1	2026-08-20	9805aa1	23,752 B	A	view · diff
git:20260818.8e1f365	2026-08-18	8e1f365	23,534 B	A	view · diff
git:20260812.51065a1	2026-08-12	51065a1	23,436 B	A	view · diff
git:20260812.01aa7b7	2026-08-12	01aa7b7	24,581 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (23602 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

GitHub

simota/agent-skills · 98 stars · license MIT · pushed 2026-10-26 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_xaabk4k3iydfywdi
GET https://markdownregistry.com/api/v1/resolve?ref=simota/agent-skills/trace
GET https://markdownregistry.com/api/v1/blob/9ad4e0ef4d29b4e49ee0dac88b44498049b339ffedc548fb41f8ce97a7580a14

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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