Shape messy task input into an implementation-ready task spec with scope, criteria, risks, dependencies, and execution plan. Trigger on /distill or turn this into a task spec.
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
# /distill — Task transformation
Turn raw task text into a tiered executable spec following `TASK.schema.md`. Auto-tiers by complexity or accepts explicit `--tier`. Optional `--group` loads CODEMAPs for cited-path context.
## Step 0: Inputs
- **Raw task input** — inline string argument, file path, or prompt user to paste if no argument provided.
- **Optional `--group=<tag>`** — load CODEMAPs + STITCH for cited-path context (see shared-block below).
<!-- shared-block: group-loader -->
Read `~/.claude/aria-knowledge.local.md`. Parse YAML frontmatter `projects_groups` (multi-line YAML block — see `CONFIG.md` "Skill-only fields" for canonical schema, including the optional `stitch_path` sub-field and custom-role conventions).
Look up `<tag>` in `projects_list` (get `project_root`) and `projects_groups` (get role → folder dict).
- If `<tag>` missing from `projects_list`: stop with *"unknown project tag: <tag>"*.
…
The line at the top of this page pins the label git:20260819.2e7ae9e, 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.
The registry has recorded 3 versions of this file, between May 24, 2026 and Aug 19, 2026, about one every 44 days. Its first recorded version is graded B and its latest A.
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 (7354 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
mikeprasad/aria-knowledge · 18 stars · license a license file GitHub does not identify · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_dvxslo2mnxizos4s
GET https://markdownregistry.com/api/v1/resolve?ref=mikeprasad/aria-knowledge/distill
GET https://markdownregistry.com/api/v1/blob/89eeb1e6787350bcf5d5f12171d02506efc68b7587b6a141303c57858655e154
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.
mikeprasad/aria-knowledge · plugin-antigravity/overlays/skills/audit-config/SKILL.md · Audit Antigravity project configuration and documentation for drift, staleness, and broken references. Use when user…
mikeprasad/aria-knowledge · plugin-antigravity/overlays/skills/audit-knowledge/SKILL.md · Scan Antigravity conversation transcript + artifact directory for extractable knowledge. Use when user asks for…
mikeprasad/aria-knowledge · plugin-antigravity/overlays/skills/snapshot/SKILL.md · Save the current Antigravity transcript to the knowledge intake on demand. Use when user says '/snapshot', 'snapshot…
mikeprasad/aria-knowledge · plugin-antigravity/skills/.archived/clip-thread/SKILL.md · NOTE: this skill requires ~~chat or ~~email MCPs, which are typically only connected in Cowork — the Code variant…
mikeprasad/aria-knowledge · plugin-antigravity/skills/.archived/clip/SKILL.md · Save a URL or text snippet to the knowledge intake for later review. Use when user says '/clip', '/save', 'clip this'…
mikeprasad/aria-knowledge · plugin-antigravity/skills/.archived/extract-doc/SKILL.md · NOTE: this skill requires connected ~~docs MCPs (Notion, Google Docs, Confluence, Box, Egnyte), which are typically…
mikeprasad/aria-knowledge · plugin-antigravity/skills/aria-assist/SKILL.md · Morning product-management review across all your projects. Use when the user runs /aria-assist, asks for a morning…
mikeprasad/aria-knowledge · plugin-antigravity/skills/ask/SKILL.md · Research a question, check existing knowledge first, draft a knowledge doc from the answer, and save directly to the…
mikeprasad/aria-knowledge · plugin-antigravity/skills/audit-config/SKILL.md · Audit Antigravity project configuration and documentation for drift, staleness, and broken references. Use when user…
mikeprasad/aria-knowledge · plugin-antigravity/skills/audit-knowledge/SKILL.md · Scan Antigravity conversation transcript + artifact directory for extractable knowledge. Use when user asks for…
fengshao1227/ccg-workflow · templates/skills/impeccable/distill/SKILL.md · Strip designs to their essence by removing unnecessary complexity. Great design is simple, powerful, and clean. Use…
educlopez/ui-craft · .codex/skills/distill/SKILL.md · Reduction pass — cuts content, structure, visuals, and dead code that doesn't answer a user question or drive an…
educlopez/ui-craft · .agents/skills/distill/SKILL.md · Reduction pass — cuts content, structure, visuals, and dead code that doesn't answer a user question or drive an…
educlopez/ui-craft · .gemini/skills/distill/SKILL.md · Reduction pass — cuts content, structure, visuals, and dead code that doesn't answer a user question or drive an…
borda/ai-rig · plugins/cc_foundry/skills/distill/SKILL.md · One-time snapshot extracting patterns from work history and accumulated lessons, distills into concrete improvements —…
wpgaurav/wordpress-skills · skills/design/distill/SKILL.md · Strip designs to their essence by removing unnecessary complexity. Great design is simple, powerful, and clean.
mikeprasad/aria-knowledge · plugin-claude-code/skills/distill/SKILL.md · Turn raw task text into a tiered executable spec per TASK.schema.md. Auto-tiers by complexity (micro/standard/full)…
