curate-trajectories SKILL.md skillA
curate-trajectories from understudylabs/orchestra-agent-tools is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add understudylabs/orchestra-agent-tools/curate-trajectories@git:20260609.050d8acPins git:20260609.050d8ac 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/curate-trajectories/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260609.050d8ac, committed Jun 9, 2026
- First version recorded
- Jun 7, 2026
- Size
- 7,821 bytes
- Repository stars
- 19
- License
- MIT
Use to turn loose per-task trajectory JSONs (a Lilac export or local rollout corpus) into a queryable, provenance-tracked, contamination-safe dataset that hard-blocks any selection leaking frozen dev/holdout into a train/RL/distill pool. "curate my trajectories", "which rollouts are train-safe", "exclude the holdout rows before RL", "is this distill pool contaminated", "make a hash-stamped selection", "stop hand-filtering trajectories in bash".
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
# Curate trajectories
Trajectories pile up as loose per-task JSON across runs (each row roughly
`{id, name, score, passed, assertion_results, steps, messages, end_state,
finish_reasons, model, toolset, domain, seed, input/output_tokens, cost}`). The
moment anyone feeds them to training, distillation, or RL they stop being logs
and become a **dataset** — and a dataset with no split hygiene silently kills
heldout claims. This worker owns the trajectory dataset as a first-class,
queryable, provenance-tracked, contamination-safe artifact: import → tag splits →
select (hash-stamped) → contamination check → emit a decontaminated pool.
The store is provider-agnostic. The source is **Lilac or a local JSON corpus**;
this skill owns the hygiene and provenance layer on top, not the browser.
## Safety Gates
- **Block by default.** Any selection destined for a train / RL / distill / SFT
pool is built **excluding frozen dev+holdout**. Including holdout (or dev) in
such a pool is refused unless the developer passes an explicit override, and
every override is logged in the manifest with who/when/why. Never silently
…Read the whole file at its exact version.
How to install
mdr add understudylabs/orchestra-agent-tools/curate-trajectories@sha256:427fe56be9cfd2ffThe line at the top of this page pins the label git:20260609.050d8ac, 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_3ueh4nza7svaohca)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jun 7, 2026 and Jun 9, 2026, more than one a day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260609.050d8ac latest | 2026-06-09 | 050d8ac | 7,821 B | A | view · diff |
| git:20260607.6b2676e | 2026-06-07 | 6b2676e | 7,610 B | A | view · diff |
| git:20260607.f7fa02a | 2026-06-07 | f7fa02a | 7,698 B | A | view · diff |
| git:20260607.51fd5b4 | 2026-06-07 | 51fd5b4 | 7,394 B | A | view · diff |
| git:20260607.eacd4de | 2026-06-07 | eacd4de | 6,993 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 (7821 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
understudylabs/orchestra-agent-tools · 19 stars · license MIT · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3ueh4nza7svaohca GET https://markdownregistry.com/api/v1/resolve?ref=understudylabs/orchestra-agent-tools/curate-trajectories GET https://markdownregistry.com/api/v1/blob/427fe56be9cfd2ffa100169d54878d7a69760781837d8f2c601bbafea2f9eb45
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.