session-replay SKILL.md skillA
session-replay from rysweet/amplihack-rs is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add rysweet/amplihack-rs/session-replay@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- rysweet/amplihack-rs
- Path
amplifier-bundle/skills/session-replay/SKILL.md- Versions recorded
- 2
- Latest version
- v1.0.0, committed Oct 4, 2026
- First version recorded
- Apr 5, 2026
- Size
- 17,545 bytes
- Repository stars
- 11
- License
- none declared
Analyze claude-trace JSONL files for session health, patterns, and actionable insights. Use when debugging session issues, understanding token usage, or identifying failure patterns.
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
# Session Replay Skill
## Purpose
This skill analyzes claude-trace JSONL files to provide insights into Claude Code session health, token usage patterns, error frequencies, and agent effectiveness. It complements the `/transcripts` command by focusing on API-level trace data rather than conversation transcripts.
## When to Use This Skill
- **Session debugging**: Diagnose why a session was slow or failed
- **Token analysis**: Understand token consumption patterns
- **Error patterns**: Identify recurring failures across sessions
- **Performance optimization**: Find bottlenecks in tool usage
- **Agent effectiveness**: Measure which agents/tools are most productive
## Quick Start
### Analyze Latest Session
```
User: Analyze my latest session health
```
I'll analyze the most recent trace file:
```python
# Read latest trace file from .claude-trace/
trace_dir = Path(".claude-trace")
trace_files = sorted(trace_dir.glob("*.jsonl"), key=lambda f: f.stat().st_mtime)
latest = trace_files[-1] if trace_files else None
# Parse and analyze
if latest:
analysis = analyze_trace_file(latest)
print(format_session_report(analysis))
```
### Compare Multiple Sessions
```
…Read the whole file at its exact version.
How to install
mdr add rysweet/amplihack-rs/session-replay@sha256:c7d62dea53128d43The line at the top of this page pins the label v1.0.0, 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_zznv6prya2fsbiby)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Apr 5, 2026 and Oct 4, 2026, about one every 183 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-10-04 | 8a9647a | 17,545 B | A | view · diff |
| v1.0.0 | 2026-04-05 | b840a93 | 17,519 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 (17545 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
rysweet/amplihack-rs · 11 stars · license none declared · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_zznv6prya2fsbiby GET https://markdownregistry.com/api/v1/resolve?ref=rysweet/amplihack-rs/session-replay GET https://markdownregistry.com/api/v1/blob/c7d62dea53128d4354c6196247ded5104116e2345cb9a796eacbd4aa2671aac9
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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