Audit Codex session duplicates and retry chains with AgentMeasure SKILL.md skillA
Audit Codex session duplicates and retry chains with AgentMeasure from agentskillexchange/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add agentskillexchange/skills/Audit Codex session duplicates and retry chains with AgentMeasure@git:20261018.1e411fePins git:20261018.1e411fe in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- agentskillexchange/skills
- Path
skills/audit-codex-session-duplicates-and-retry-chains-with-agentmeasure/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261018.1e411fe, committed Oct 18, 2026
- First version recorded
- Oct 15, 2026
- Size
- 2,139 bytes
- Repository stars
- 62
- License
- MIT
Inspect supported Codex rollout logs locally for duplicate records, retry amplification, and repeated tool failures, preserving unknown evidence and comparing before-and-after snapshots.
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
# Audit Codex session duplicates and retry chains with AgentMeasure Inspect supported Codex rollout logs locally for duplicate records, retry amplification, and repeated tool failures, preserving unknown evidence and comparing before-and-after snapshots. ## Prerequisites Python 3.9+; AgentMeasure Healthcheck CLI; supported local Codex rollout JSONL; user-selected local report directory ## Installation Install or set up from the source-backed instructions: Create a Python virtual environment and run python -m pip install agentmeasure==0.7.2. Run agentmeasure demo --no-history, then agentmeasure check --dir /path/to/codex/sessions --json report.json --no-history using the actual chosen directory. Inspect findings and coverage rather than treating exit 0 as clean. Optional before/after snapshots use --save-snapshot before.json and --save-snapshot after.json, followed by agentmeasure compare before.json after.json. Keep reports local; agentmeasure share report.json previews the reduced summary. Supported scope follows the detailed upstream Codex rollout support table, not the broader marketing headline. - Source: https://github.com/roy-tong/AgentMeasure ## Documentation …
Read the whole file at its exact version.
How to install
mdr add agentskillexchange/skills/Audit Codex session duplicates and retry chains with AgentMeasure@sha256:2a40382e3880fa3dThe line at the top of this page pins the label git:20261018.1e411fe, 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_szp3yfq7nkbn7pov)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Oct 15, 2026 and Oct 18, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261018.1e411fe latest | 2026-10-18 | 1e411fe | 2,139 B | A | view · diff |
| git:20261015.60bc48a | 2026-10-15 | 60bc48a | 2,078 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 (2139 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
agentskillexchange/skills · 62 stars · license MIT · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_szp3yfq7nkbn7pov GET https://markdownregistry.com/api/v1/resolve?ref=agentskillexchange/skills/Audit Codex session duplicates and retry chains with AgentMeasure GET https://markdownregistry.com/api/v1/blob/2a40382e3880fa3d99c72a89c75b804439fe9c6ed20b9a2aa37ee5f361b9b53c
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.