recall SKILL.md skillA
recall from smart-ai-memory/attune-ai is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add smart-ai-memory/attune-ai/recall@git:20260727.a1763caPins git:20260727.a1763ca in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- smart-ai-memory/attune-ai
- Path
.agents/skills/recall/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260727.a1763ca, committed Jul 27, 2026
- First version recorded
- Jun 3, 2026
- Size
- 7,798 bytes
- Repository stars
- 11
- License
- Apache-2.0
Pull relevant findings stashed from past sessions — on demand. Triggers on: recall, remember, what did I learn, prior session, past findings, did I hit this before, what do we know about.
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
# Recall **IMPORTANT: Start your response by telling the user:** > **Recall** — Searching cross-session memory for findings related to > your query. ## What It Does `/recall` is the on-demand companion to the automatic SessionStart recall. It searches TWO stores and labels results by source: 1. **Session findings** — stashed by the Stop hook across past sessions (file backend by default; Redis AMS when connected). 2. **The lessons corpus** — the repo's accumulated engineering lessons, retrieved via `attune.lessons.LessonsIndex` (query mode only; lessons have no recency, so the no-query mode skips them). - **With a query** (`/recall AMS event loop`): both stores; session findings keyword + recency ranked, lessons by retrieval score. - **No query** (`/recall`): the most recent session findings for this project. ## Pick Your Transport First Route by what YOUR client can actually do — never assume the universal Python recipe works everywhere (in a sandboxed provider it selects an unwritable file tier or a blocked socket): 1. **MCP available** — the `session_memory_*` tools appear in your tool list (Codex, Claude Code with the attune MCP server, any …
Read the whole file at its exact version.
How to install
mdr add smart-ai-memory/attune-ai/recall@sha256:c617648ed17bea96The line at the top of this page pins the label git:20260727.a1763ca, 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_vox4k77fz4jwmsyb)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jun 3, 2026 and Jul 27, 2026, about one every 13 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260727.a1763ca latest | 2026-07-27 | a1763ca | 7,798 B | A | view · diff |
| git:20260707.d576ef3 | 2026-07-07 | d576ef3 | 5,170 B | A | view · diff |
| git:20260611.0f9ad4e | 2026-06-11 | 0f9ad4e | 3,873 B | A | view · diff |
| git:20260611.30f728b | 2026-06-11 | 30f728b | 2,952 B | A | view · diff |
| git:20260603.976cbd0 | 2026-06-03 | 976cbd0 | 2,303 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 (7798 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
smart-ai-memory/attune-ai · 11 stars · license Apache-2.0 · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vox4k77fz4jwmsyb GET https://markdownregistry.com/api/v1/resolve?ref=smart-ai-memory/attune-ai/recall GET https://markdownregistry.com/api/v1/blob/c617648ed17bea96099ef7e1f557e44712f9b5054c1927cec70d7a8dc71c2482
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.
More from smart-ai-memory/attune-ai
Every file in smart-ai-memory/attune-ai