harnessay SKILL.md skillA
harnessay from nks0614/harnessay is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add nks0614/harnessay/harnessay@git:20260928.fbbec19Pins git:20260928.fbbec19 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- nks0614/harnessay
- Path
skills/harnessay/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260928.fbbec19, committed Sep 28, 2026
- First version recorded
- Aug 25, 2026
- Size
- 3,145 bytes
- Repository stars
- 5
- License
- MIT
Use when analyzing Claude Code or Codex context usage, repeated workflows, skill candidates, or skill regression tests. Triggers include harnessay, context report, and where did my tokens go.
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
# harnessay Resolve `$SKILL_DIR` to the directory containing this SKILL.md, following symlinks. All scripts are beside this file. Python 3.8+, stdlib only. Claude Code invocation: `/harnessay`. Codex invocation: `$harnessay`. ## Report (default) 1. Run `python3 "$SKILL_DIR/harnessay.py" --source all -o <output-dir>/report.html`. Use an existing writable output directory and its absolute path. Select `--source codex` or `--source claude` if the user names one provider. Add `--since YYYY-MM-DD` and/or `--until YYYY-MM-DD` for a requested period (UTC, inclusive start, exclusive end). Bounded reports exclude undated rows. Use `--codex-dir` for a custom Codex sessions directory; the optional positional path is Claude's projects directory. Run `--help` for details. 2. Relay the stdout headline and link the local HTML report. In Codex desktop, open the report with the available file/browser tool when helpful. 3. Summarize up to five skill candidates and their personal/project scope. Claude skills use `~/.claude/skills` or `.claude/skills`; Codex uses `~/.agents/skills` or `.agents/skills`. Never auto-create candidate skills. …
Read the whole file at its exact version.
How to install
mdr add nks0614/harnessay/harnessay@sha256:d4bc49cf56a45d3dThe 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.
[](https://markdownregistry.com/a/art_ayjcozqvix7cjgkm)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Aug 25, 2026 and Sep 28, 2026, about one every 17 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260928.fbbec19 latest | 2026-09-28 | fbbec19 | 3,145 B | A | view · diff |
| git:20260826.2492f67 | 2026-08-26 | 2492f67 | 1,415 B | A | view · diff |
| git:20260825.25f68c1 | 2026-08-25 | 25f68c1 | 1,309 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 (3145 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
nks0614/harnessay · 5 stars · license MIT · pushed 2026-10-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ayjcozqvix7cjgkm GET https://markdownregistry.com/api/v1/resolve?ref=nks0614/harnessay/harnessay GET https://markdownregistry.com/api/v1/blob/d4bc49cf56a45d3da3484fe5e86fd41949172e85c223f0d1005d252ea5bac43f
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.