discovery-sweep SKILL.md skillA
discovery-sweep 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/discovery-sweep@git:20260628.6d01298Pins git:20260628.6d01298 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
plugin/skills/discovery-sweep/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260628.6d01298, committed Jun 28, 2026
- First version recorded
- Jun 25, 2026
- Size
- 2,907 bytes
- Repository stars
- 11
- License
- Apache-2.0
Run every audit at once and triage the findings into act-now / needs-a-look / dismissed buckets. Triggers on: run all audits, full sweep, audit everything, what should I fix, triage findings, discovery sweep, sweep the codebase.
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
# Discovery Sweep **IMPORTANT: Start your response with a context preamble.** Call `help_lookup(topic="discovery-sweep", mode="preamble")` and display the returned `preamble` text as a blockquote. Then tell the user they can say "tell me more" for a step-by-step guide, or answer the scoping questions below to proceed. If the MCP call fails, fall back to: > **Discovery Sweep** — Fans out across every audit source > (pattern scan, bug-predict, security, dependencies, performance, > docs, tests), dedups overlapping findings, and triages everything > into three buckets so you know what to fix first. This is the aggregate "what should I fix?" pass. For a single focused audit, use the dedicated skill instead — `security-audit`, `bug-predict`, `code-quality`, or `deep-review`. ## Scoping Before running, ask: 1. **Target path**: "Which files or directory should I sweep?" Default to `src/` if not specified. 2. **Speed vs. depth**: "Fast pattern-only sweep, or include the LLM-backed sources?" (LLM sources cost budget; pattern-only is free and quick.) 3. **Budget**: only if including LLM sources — "Spend cap? Default is $10.00." ## Execution …
Read the whole file at its exact version.
How to install
mdr add smart-ai-memory/attune-ai/discovery-sweep@sha256:75717f44d3a7aa89The line at the top of this page pins the label git:20260628.6d01298, 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_u5sokt67udtv2mzo)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Jun 25, 2026 and Jun 28, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260628.6d01298 latest | 2026-06-28 | 6d01298 | 2,907 B | A | view · diff |
| git:20260625.ea03992 | 2026-06-25 | ea03992 | 2,552 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 (2907 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_u5sokt67udtv2mzo GET https://markdownregistry.com/api/v1/resolve?ref=smart-ai-memory/attune-ai/discovery-sweep GET https://markdownregistry.com/api/v1/blob/75717f44d3a7aa894219b572b7aae0ddc632d9d0ef6d8f8d1130b7faad154654
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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