profile-session SKILL.md skillA

profile-session from greglas75/zuvo is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add greglas75/zuvo/profile-session@git:20260906.015072f

Pins git:20260906.015072f in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
greglas75/zuvo
Path
skills/profile-session/SKILL.md
Versions recorded
5
Latest version
git:20260906.015072f, committed Sep 6, 2026
First version recorded
Aug 10, 2026
Size
14,719 bytes
Repository stars
7
License
MIT

Answers "why was that session slow?" from the agent transcript's own timestamps. Attributes wall-clock time to categories (tests/build, subagent dispatch, adversarial review, model thinking, stalls, user-away), ranks the biggest gaps, and names the specific commands behind them. Reads Claude Code session JSONL and Codex rollout JSONL. Modes: [transcript], --last, --skill <name>, --since <iso>, --compare <a> <b>.

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

# zuvo:profile-session — Where a session's wall-clock actually went

Sessions get slow for boring, measurable reasons: a full suite re-run per task, four-minute
adversarial passes that fired ten times, a sub-agent nobody was waiting on, an API stall. Guessing
at which one is expensive — the 2026-07 pipeline forensics measured 28 sessions and found the
dominant cost (thread-polling dead-air, ~88h) was **not** the one everyone blamed (adversarial
review, 38 minutes total across all 28).

This skill measures instead of guessing. It reads the transcript's timestamps, charges each gap to
the activity that preceded it, and reports the ranked truth.

**Scope:** wall-clock attribution for a single session, or a comparison of two, plus the token
totals the profiler computes (`tokens` block).
**Out of scope:** per-file / per-include context budgeting (`zuvo:context-audit`), skill quality
(`zuvo:skill-eval`), fleet-wide trends (`~/.zuvo/runs.log` + `zuvo:retro`).

### Tokens come from the script or they do not get reported

This line used to read *"Out of scope: token cost"*, and the profiler computed none — so every run
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add greglas75/zuvo/profile-session@sha256:ddcc8903061c3c9f

The line at the top of this page pins the label git:20260906.015072f, 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 badge

[![mdr](https://markdownregistry.com/badge/art_hu72656dcqf3qkle.svg)](https://markdownregistry.com/a/art_hu72656dcqf3qkle)

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

Versions

The registry has recorded 5 versions of this file, between Aug 10, 2026 and Sep 6, 2026, about one every 7 days.

versioncommittedcommitsizeaudit
git:20260906.015072f latest2026-09-06 015072f 14,719 BA view · diff
git:20260819.0306ae42026-08-19 0306ae4 14,943 BA view · diff
git:20260818.238a8592026-08-18 238a859 14,780 BA view · diff
git:20260818.41f5d8b2026-08-18 41f5d8b 12,575 BA view · diff
git:20260810.40e315f2026-08-10 40e315f 10,563 BA 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 (14719 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

greglas75/zuvo · 7 stars · license MIT · pushed 2026-11-03 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_hu72656dcqf3qkle
GET https://markdownregistry.com/api/v1/resolve?ref=greglas75/zuvo/profile-session
GET https://markdownregistry.com/api/v1/blob/ddcc8903061c3c9f6d9f64c1bf6d75617fb7ac8517fc11ef480be7a8f436da94

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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