recall SKILL.md skillA
recall from zzoretich/unidex-agent-harness is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add zzoretich/unidex-agent-harness/recall@git:20260916.f3d60dcPins git:20260916.f3d60dc in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- zzoretich/unidex-agent-harness
- Path
plugin/skills/recall/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260916.f3d60dc, committed Sep 16, 2026
- Size
- 2,745 bytes
- Repository stars
- 4
- License
- MIT
Ranked, recency-weighted recall over the whole vault — memories, patterns, daily notes, and the persona journal. Use when the user asks "when did I last touch X", "what did we decide about Y", "have we seen this before", "search my memory", "search the vault", "/recall", or at the start of any non-trivial task to load prior context before working.
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 Ranked retrieval over the vault's living record through the `recall` tool of the `agenticos` MCP server (`mcp__plugin_agenticos_agenticos__recall`): BM25 + recency boost + 1-hop `[[wiki-link]]` expansion, fused with vector search when an embed index exists (provider `ollama`), BM25 only otherwise. The index lives at `brain/_index/recall-index.json`; `scan-vault` rebuilds it at every session end and `aos recall --warm` rebuilds it on demand. ## The pre-task recall ritual Before starting any non-trivial task (3+ files, a design decision, anything with history), run ONE recall pass first: 1. Call `recall` with 2-5 keywords describing the task (e.g. `recall(query: "release workflow tags")`). Default limit 5. 2. Scan the hits: each carries `path`, `snippet`, `score`, and `flag` (`"3d"` = fresh; `"stale: 74d"` = older than 60 days). 3. `memory_read` (`mcp__plugin_agenticos_agenticos__memory_read`) at most the top 1-2 paths that look load-bearing. Never pull more than 2 full files into context from one recall pass. 4. Treat `stale:` hits as historical context, not current truth — verify against the live file before acting on them. …
Read the whole file at its exact version.
How to install
mdr add zzoretich/unidex-agent-harness/recall@sha256:dae59bbedcb7e11aThe line at the top of this page pins the label git:20260916.f3d60dc, 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_tt7bv7gf4xnngkha)
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Versions
The registry has recorded 1 version of this file, committed on Sep 16, 2026.
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 (2745 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
zzoretich/unidex-agent-harness · 4 stars · license MIT · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_tt7bv7gf4xnngkha GET https://markdownregistry.com/api/v1/resolve?ref=zzoretich/unidex-agent-harness/recall GET https://markdownregistry.com/api/v1/blob/dae59bbedcb7e11a64afb952c3a3231fc41d61ce4846333ba6297b988306ac52
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.
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