emitting-context-rich-events SKILL.md skillA
emitting-context-rich-events from bdsqqq/dots is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add bdsqqq/dots/emitting-context-rich-events@git:20260917.c644adaPins git:20260917.c644ada in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- bdsqqq/dots
- Path
modules/agents/skills/emitting-context-rich-events/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260917.c644ada, committed Sep 17, 2026
- Size
- 2,159 bytes
- Repository stars
- 64
- License
- none declared
guides logging through context-rich events at the granularity of significant operations. use when adding, changing, or reviewing logging, structured events, or instrumentation.
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
# CONTEXT-RICH EVENTS \*\*
emit context-rich events at the granularity of significant operations.
source: [igorbedesqui.com pattern language](https://github.com/bdsqqq/igorbedesqui.com/blob/main/packages/pattern-language/context-rich-events.md).
**consider first**: [WORKFLOW = DATA](https://github.com/bdsqqq/igorbedesqui.com/blob/main/packages/pattern-language/workflow-equals-data.md)
**forces**: autonomous agents act on your behalf — you need to
reconstruct what happened after the fact. scattered log lines optimized
for writing (`log("payment failed")`) can't answer the questions you
actually ask during debugging: "which workflow, for which issue, at
what step, with what inputs?"
low-context logs force you to grep across files, correlate by timestamp,
and hope the right fields were included. they answer "something
happened" but not "what happened to THIS request." the more autonomous
the system, the wider the gap between what was logged and what you need
to know.
**therefore**: emit context-rich events at the granularity of significant
operations. each event carries the full context needed to understand that
…Read the whole file at its exact version.
How to install
mdr add bdsqqq/dots/emitting-context-rich-events@sha256:f3a721b3a2068aefThe line at the top of this page pins the label git:20260917.c644ada, 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_bcje6i62edsdvp4h)
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Versions
The registry has recorded 1 version of this file, committed on Sep 17, 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 (2159 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
bdsqqq/dots · 64 stars · license none declared · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_bcje6i62edsdvp4h GET https://markdownregistry.com/api/v1/resolve?ref=bdsqqq/dots/emitting-context-rich-events GET https://markdownregistry.com/api/v1/blob/f3a721b3a2068aef7f7f8227a29adbc6c1916dd1e0f63592546e18cf0f4b2acc
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.