AGENTS.mdA

AGENTS.md from nks0614/harnessay is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned
mdr add nks0614/harnessay/AGENTS.md@git:20260928.fbbec19

Pins git:20260928.fbbec19 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
AGENTS.md file
Repository
nks0614/harnessay
Path
AGENTS.md
Versions recorded
1
Latest version
git:20260928.fbbec19, committed Sep 28, 2026
Size
1,144 bytes
Repository stars
5
License
MIT

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

# Working on harnessay

This is a local, Python-standard-library-only analyzer for Claude Code and
Codex transcripts. Keep it usable with Python 3.8+ and without API keys.

- `skills/harnessay/harnessay.py`: transcript adapters, aggregation, HTML.
- `skills/harnessay/report_data.py`: portable snapshots and validated comparisons.
- `skills/harnessay/evalrun.py`: explicit live CLI regression runs.
- `skills/harnessay/SKILL.md`: shared Claude/Codex instructions;
  `.agents/skills/harnessay` points here for Codex discovery.
- `README.md` and `README.ko.md`: keep user-facing changes in sync.

Run offline checks after relevant changes:

```sh
python3 skills/harnessay/test_harnessay.py
python3 skills/harnessay/test_evalrun.py
python3 skills/harnessay/test_report_data.py
```

Do not use live evaluations as an automatic test: they consume account usage.
Do not commit generated reports or private transcript content. Keep provider
parsing separate from aggregation, match tool outputs by call ID, and avoid
counting duplicate usage events. Document unsupported transcript shapes
instead of presenting incomplete measurements as exact costs.

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add nks0614/harnessay/AGENTS.md@sha256:9d30b807eeffa62a

The line at the top of this page pins the label git:20260928.fbbec19, 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_pzsany4tdlmc74l6.svg)](https://markdownregistry.com/a/art_pzsany4tdlmc74l6)

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

Versions

The registry has recorded 1 version of this file, committed on Sep 28, 2026.

versioncommittedcommitsizeaudit
git:20260928.fbbec19 latest2026-09-28 fbbec19 1,144 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (1144 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

nks0614/harnessay · 5 stars · license MIT · pushed 2026-10-01 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_pzsany4tdlmc74l6
GET https://markdownregistry.com/api/v1/resolve?ref=nks0614/harnessay/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/9d30b807eeffa62a931981a099ad4b93e9a3408a843f626e4dee0126fa6e8c68

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: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.

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nks0614/harnessay · skills/harnessay/SKILL.md · Use when analyzing Claude Code or Codex context usage, repeated workflows, skill candidates, or skill regression tests…
git:20260928.fbbec19 · audit A · 5 stars

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