capture-evidence SKILL.md skillA

capture-evidence from understudylabs/orchestra-agent-tools is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add understudylabs/orchestra-agent-tools/capture-evidence@git:20261027.533318e

Pins git:20261027.533318e in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
understudylabs/orchestra-agent-tools
Path
skills/capture-evidence/SKILL.md
Versions recorded
5
Latest version
git:20261027.533318e, committed Oct 27, 2026
First version recorded
Aug 30, 2026
Size
13,993 bytes
Repository stars
19
License
MIT

Use when a developer wants to build an eval from their real LLM app before changing anything — "measure how my app is doing today", "build an eval from my workload", "we have no baseline", "is my current model actually good". Turns the workload into auditable local artifacts (harness, metric, frozen splits, baseline); has a public-benchmark on-ramp when no traces exist.

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

# Capture Evidence

Use this worker when the developer has not yet produced current local evidence
for the workload, or when any core artifact is missing, stale, ambiguous, or
untrusted.

The OSS loop does not require registration, auth, provider keys, an Orchestra
account, or hosted gateway access. Do a sufficient local pass that turns the
workload into auditable artifacts and can answer the named decision.

When the developer names a workload already captured by Orchestra and the
active credentials can read it, use the hosted-workload front door in
[`references/hosted-workload-eval.md`](references/hosted-workload-eval.md).
An active `understudy.eval-project.v2` is a separate, project-local branch: use
its exact one-day raw source, author only inside that eval project, and make the
coding agent—not the CLI—the conversational frontend. Infer the goal, metric,
and failure taxonomy from the traces and repository before asking targeted gap
questions. Reconcile any capture references recorded in
`source/skipped.jsonl` before making coverage claims. Even without owner
confirmation, continue to an explicitly
provisional local draft and run `orchestra evals check --draft`.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add understudylabs/orchestra-agent-tools/capture-evidence@sha256:e132d6422f8e07e5

The line at the top of this page pins the label git:20261027.533318e, 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_6yddqd4hqswaz3uc.svg)](https://markdownregistry.com/a/art_6yddqd4hqswaz3uc)

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

Versions

The registry has recorded 5 versions of this file, between Aug 30, 2026 and Oct 27, 2026, about one every 15 days.

versioncommittedcommitsizeaudit
git:20261027.533318e latest2026-10-27 533318e 13,993 BA view · diff
git:20261027.3c367b02026-10-27 3c367b0 13,996 BA view · diff
git:20260901.0bfb2e42026-09-01 0bfb2e4 14,000 BA view · diff
git:20260831.fe4ba3e2026-08-31 fe4ba3e 13,743 BA view · diff
git:20260830.387ea332026-08-30 387ea33 12,959 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 (13993 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

understudylabs/orchestra-agent-tools · 19 stars · license MIT · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_6yddqd4hqswaz3uc
GET https://markdownregistry.com/api/v1/resolve?ref=understudylabs/orchestra-agent-tools/capture-evidence
GET https://markdownregistry.com/api/v1/blob/e132d6422f8e07e506041eb2503227c15d14471f919f58df1cbe537f1b77c683

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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