data-chatbots SKILL.md skillB
data-chatbots from swyxio/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add swyxio/skills/data-chatbots@git:20260822.a6cb86fPins git:20260822.a6cb86f in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- swyxio/skills
- Path
data-chatbots/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260822.a6cb86f, committed Aug 22, 2026
- First version recorded
- Jun 12, 2026
- Size
- 54,489 bytes
- Repository stars
- 194
- License
- MIT
Design and implement AI copilots that analyze structured data and propose mutations for human approval (draft → apply), not direct writes. Covers prompting, multistep compound requests (remove + add in one turn), FIFO client queuing for long agent loops, validation, session memory, optimistic versioning UX, copilot panel/surface ergonomics (floating-dockable panel, summon-hotkey size state machine), LLM tracing/observability (OpenInference + OTLP session.id grouping, orphan-span fixes, human…
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
# Data chatbots Copilots over **authoritative structured state** (schedules, CRMs, configs) should **draft** changes and **apply** only after explicit human approval. Treat the model as a planner, not a writer. Apply this guidance to the requested copilot surface and the data risks it creates. Draft-before-apply, apply-equals-review, authorization, and prevention of silent destructive replacement are invariants when the workflow can mutate authoritative data. The remaining incidents, layers, telemetry, caching, email, and advanced harness patterns are risk-triggered guidance or opportunities, not a mandate to implement the entire platform. Stop when the requested workflow is correctly proposed/applied and focused tests cover its plausible integrity failure; report unrelated hardening as follow-up. ## Battle scars (select those matching the touched risk) These are real failures from running aiebot against live data. Each is a permanent check for the surface that can reproduce it, not a universal gate for every copilot change. Select the incidents whose preconditions exist in the requested workflow and wire those guardrails before shipping that risk. …
Read the whole file at its exact version.
How to install
mdr add swyxio/skills/data-chatbots@sha256:6c51bd8b78b88daaThe line at the top of this page pins the label git:20260822.a6cb86f, 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_odcomyjbwpdyyv4f)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jun 12, 2026 and Aug 22, 2026, about one every 18 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260822.a6cb86f latest | 2026-08-22 | a6cb86f | 54,489 B | B | view · diff |
| git:20260720.3886bfe | 2026-07-20 | 3886bfe | 53,863 B | B | view · diff |
| git:20260624.7fcb39c | 2026-06-24 | 7fcb39c | 51,954 B | B | view · diff |
| git:20260617.cf183d9 | 2026-06-17 | cf183d9 | 49,862 B | B | view · diff |
| git:20260612.2783e7e | 2026-06-12 | 2783e7e | 49,492 B | B | view |
Audit of the latest version
- fail: No prompt-injection phrasing (matched: Do not tell the user)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (54489 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 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
swyxio/skills · 194 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_odcomyjbwpdyyv4f GET https://markdownregistry.com/api/v1/resolve?ref=swyxio/skills/data-chatbots GET https://markdownregistry.com/api/v1/blob/6c51bd8b78b88daae84f3c91b0075623a3646ba31d023c51a1a1c531037e1115
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.