session-eval SKILL.md skillA
session-eval from alexschlessinger/polly is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add alexschlessinger/polly/session-eval@git:20261103.839f07fPins git:20261103.839f07f in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- alexschlessinger/polly
- Path
.agents/skills/session-eval/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261103.839f07f, committed Nov 3, 2026
- Size
- 7,920 bytes
- Repository stars
- 3
- License
- MIT
Evaluate Polly sessions and their workers for harness reliability, development process, and the practical value of coordination. Use for requests such as evaluating the latest session, the last few sessions, or a named session. This is a session audit, not a general code review or permission to fix findings.
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 Eval Evaluate what happened, why it mattered, and whether the result was supported by the work. Default to both harness and development-process evaluation; honor a narrower requested focus. Judge communications by their effect on decisions, defects, verification, or rework, not their volume. ## Establish the evidence - Identify the requested root session(s) and their worker families. For "latest," select roots by last activity, not whichever child wrote most recently. State the session name, time range, and whether the evidence is still in progress. Use stable IDs: titles and names can change. For multiple sessions, keep each verdict attributable before drawing cross-session conclusions. - Inspect without resuming sessions, acquiring a Polly write lease, changing runtime state, or running another model turn. Preserve shared checkout work. An evaluation alone does not authorize code changes, commits, or publication; carry forward any explicit authorization already present in the conversation. - For SQLite, take a consistent online backup through a read-only connection, then inspect the backup. Do not copy just the database file from a live WAL …
Read the whole file at its exact version.
How to install
mdr add alexschlessinger/polly/session-eval@sha256:52e52b660b6ae246The line at the top of this page pins the label git:20261103.839f07f, 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_k4vwpmma44hwif7n)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Nov 3, 2026.
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 (7920 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
alexschlessinger/polly · 3 stars · license MIT · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_k4vwpmma44hwif7n GET https://markdownregistry.com/api/v1/resolve?ref=alexschlessinger/polly/session-eval GET https://markdownregistry.com/api/v1/blob/52e52b660b6ae2461c220b3c97a8ca72abc6aa2cd8affc7830269851161e8e43
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.