agent-research-aggregator SKILL.md skillA
agent-research-aggregator from ar9av/paperorchestra is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ar9av/paperorchestra/agent-research-aggregator@git:20260417.cc469ccPins git:20260417.cc469cc in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ar9av/paperorchestra
- Path
skills/agent-research-aggregator/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260417.cc469cc, committed Apr 17, 2026
- First version recorded
- Apr 10, 2026
- Size
- 14,410 bytes
- Repository stars
- 697
- License
- a license file GitHub does not identify
Pre-pipeline aggregator that scans AI agent cache directories (.claude, .cursor, .antigravity, .openclaw) or any user-specified directory for experimentation logs, extracts insights and numeric results, and formats them as PaperOrchestra-ready inputs (idea.md + experimental_log.md). TRIGGER when the user says "aggregate my agent logs for paper writing", "extract experiments from my coding agent history", "prepare PaperOrchestra inputs from my cache", "turn my agent logs into a paper", mentions…
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
# agent-research-aggregator --- ## Should I run? (decision gate) Before starting Phase 1, check whether aggregation is actually needed: | Situation | Action | |---|---| | `workspace/inputs/idea.md` **and** `workspace/inputs/experimental_log.md` both exist and are non-empty | **Skip this skill entirely.** Proceed directly to `paper-orchestra`. | | Either file is missing or empty, **and** the user provided a directory path | **Run this skill** with that directory as `--search-roots`. | | Either file is missing or empty, **and** no directory was provided | Scan cwd and `~` by default; show the discovery summary to the user before continuing. | | The inputs exist but look thin (e.g. idea.md has < 5 lines, no numeric data in experimental_log.md) | **Ask the user** whether to supplement with aggregation or proceed as-is. | The skill is intentionally a pre-pass — it is cheap to skip and should only run when the structured inputs don't already exist. --- A pre-processing skill for PaperOrchestra (arXiv:2604.05018). Reads scattered experimentation artifacts from AI coding-agent cache directories and synthesizes …
Read the whole file at its exact version.
How to install
mdr add ar9av/paperorchestra/agent-research-aggregator@sha256:c543b867f8473ca0The line at the top of this page pins the label git:20260417.cc469cc, 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_ku3ggrdxhyghmd6i)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Apr 10, 2026 and Apr 17, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260417.cc469cc latest | 2026-04-17 | cc469cc | 14,410 B | A | view · diff |
| git:20260411.ee1cb88 | 2026-04-11 | ee1cb88 | 12,633 B | A | view · diff |
| git:20260410.3452bac | 2026-04-10 | 3452bac | 11,458 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 (14410 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
ar9av/paperorchestra · 697 stars · license a license file GitHub does not identify · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ku3ggrdxhyghmd6i GET https://markdownregistry.com/api/v1/resolve?ref=ar9av/paperorchestra/agent-research-aggregator GET https://markdownregistry.com/api/v1/blob/c543b867f8473ca090679c0c21ed1b2776374bf70ba98169b71479da4756e4ce
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.