distill SKILL.md skillA
distill from 7xuanlu/wenlan is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add 7xuanlu/wenlan/distill@git:20261019.1b4e3caPins git:20261019.1b4e3ca in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- 7xuanlu/wenlan
- Path
plugin/skills/distill/SKILL.md- Versions recorded
- 10
- Latest version
- git:20261019.1b4e3ca, committed Oct 19, 2026
- First version recorded
- Jun 24, 2026
- Size
- 14,959 bytes
- Repository stars
- 84
- License
- Apache-2.0
Synthesize wiki pages from related memories. One endpoint, one flow: daemon clusters and synthesizes what it can; agent finishes whatever the daemon couldn't (no LLM or cluster too big). Invoked as `/wenlan distill [target]`.
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
# /wenlan distill Force a distillation pass now. The daemon's background distill cycles run on its own clock; `/wenlan distill` is the explicit user-triggered pass. ## Mental model Distillation is four operations bundled into one flow: - **emerge** — cluster new memories into new pages - **absorb** — assign orphan memories to existing pages, propose new pages from topics that 2+ existing pages link to but no page is named for - **refresh** — regenerate stale pages from their source memories (only when the user has not edited the page; pages you have touched stay locked) - **merge** — combine duplicate pages flagged by the daemon's global review The default flow runs all four. The `rebuild` verb is a destructive opt-in that overrides the lock on a single page. ## Single flow One POST to the daemon. Response splits into: - `pages_created` / `created_ids`: pages the daemon synthesized itself (only when daemon has an LLM). - `pending`: clusters the daemon couldn't finish. The agent synthesizes each in this session and POSTs them back to `/api/pages`. Trigger timing is the only thing that differs between background distill …
Read the whole file at its exact version.
How to install
mdr add 7xuanlu/wenlan/distill@sha256:131f2f812269bcefThe line at the top of this page pins the label git:20261019.1b4e3ca, 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_3c6l7e2cijmpmcsb)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 10 versions of this file, between Jun 24, 2026 and Oct 19, 2026, about one every 13 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261019.1b4e3ca latest | 2026-10-19 | 1b4e3ca | 14,959 B | A | view · diff |
| git:20261013.7758c67 | 2026-10-13 | 7758c67 | 14,846 B | A | view · diff |
| git:20261011.09c62d2 | 2026-10-11 | 09c62d2 | 14,624 B | A | view · diff |
| git:20261011.21178a6 | 2026-10-11 | 21178a6 | 14,531 B | A | view · diff |
| git:20260928.5a7b097 | 2026-09-28 | 5a7b097 | 15,866 B | A | view · diff |
| git:20260825.ca79267 | 2026-08-25 | ca79267 | 15,862 B | A | view · diff |
| git:20260727.0534517 | 2026-07-27 | 0534517 | 15,139 B | A | view · diff |
| git:20260701.993a039 | 2026-07-01 | 993a039 | 15,023 B | A | view · diff |
| git:20260629.f29b5ff | 2026-06-29 | f29b5ff | 15,068 B | A | view · diff |
| git:20260624.3f80de3 | 2026-06-24 | 3f80de3 | 13,822 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 (14959 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
7xuanlu/wenlan · 84 stars · license Apache-2.0 · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3c6l7e2cijmpmcsb GET https://markdownregistry.com/api/v1/resolve?ref=7xuanlu/wenlan/distill GET https://markdownregistry.com/api/v1/blob/131f2f812269bcefe919257063523d6fb8700ddb116ba44f445fa65f60348ed6
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.