flashrag-evidence SKILL.md skillA
flashrag-evidence from foryourhealth111-pixel/vibe-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add foryourhealth111-pixel/vibe-skills/flashrag-evidence@git:20260317.0c66a18Pins git:20260317.0c66a18 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- foryourhealth111-pixel/vibe-skills
- Path
bundled/skills/flashrag-evidence/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260317.0c66a18, committed Mar 17, 2026
- First version recorded
- Mar 5, 2026
- Size
- 2,769 bytes
- Repository stars
- 3,758
- License
- Apache-2.0
Local evidence retrieval (FlashRAG-style) for VCO/vibe: search protocols/config/skills docs and return citeable snippets with file+line anchors.
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
# FlashRAG Evidence (VCO)
## When to use
Use this skill when you need **grounded, citeable evidence** from local documentation/configuration to support VCO decisions or recommendations, especially for:
- VCO routing / pack selection rationale
- Protocol compliance (think/do/review/team/retro)
- Config semantics (thresholds, overlays, governance)
- “Show me where this rule comes from” / “give me the exact snippet”
This skill is **not** a replacement for GitNexus (code dependency graph) or web search. It focuses on **local docs and config**.
## Inputs
- Query: what you’re trying to verify (short, concrete)
- Optional: corpus root(s) to search (defaults below)
## Default corpus (evidence plane)
1. VCO core docs/config inside `~/.codex/skills/vibe/`:
- `protocols/`, `config/`, `references/`, `scripts/router/`
2. Skills catalog (`~/.codex/skills/**/SKILL.md`) for tool capability evidence
3. (Optional) Project-local VCO overlays under the current workspace, if present
## Workflow (Lite, no heavy deps)
1. Run the evidence retriever script:
- Windows PowerShell:
- `python C:\Users\羽裳\.codex\skills\flashrag-evidence\scripts\flashrag_evidence.py --query "…" --topk 8`
…Read the whole file at its exact version.
How to install
mdr add foryourhealth111-pixel/vibe-skills/flashrag-evidence@sha256:7b8c0728def055b4The line at the top of this page pins the label git:20260317.0c66a18, 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_mjrtewkmtwwap73q)
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Versions
The registry has recorded 2 versions of this file, between Mar 5, 2026 and Mar 17, 2026, about one every 12 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260317.0c66a18 latest | 2026-03-17 | 0c66a18 | 2,769 B | A | view · diff |
| git:20260305.f303c69 | 2026-03-05 | f303c69 | 2,744 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 (2769 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
foryourhealth111-pixel/vibe-skills · 3,758 stars · license Apache-2.0 · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_mjrtewkmtwwap73q GET https://markdownregistry.com/api/v1/resolve?ref=foryourhealth111-pixel/vibe-skills/flashrag-evidence GET https://markdownregistry.com/api/v1/blob/7b8c0728def055b4e943f10f52f2a79cc48cf742dfae7d2b309fa73d8e095be8
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.