observability-context SKILL.md skillA
observability-context from lugassawan/swe-workbench is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add lugassawan/swe-workbench/observability-context@git:20260828.71a6399Pins git:20260828.71a6399 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- lugassawan/swe-workbench
- Path
skills/observability-context/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260828.71a6399, committed Aug 28, 2026
- First version recorded
- Jul 12, 2026
- Size
- 2,737 bytes
- Repository stars
- 3
- License
- MIT
Fetch production observability signals from Sentry — error, regression, and alert data. Auto-loads on Sentry references. Returns message/culprit, first-seen, always labeled as Phase-1 framing, never a profile.
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
## When to invoke Auto-loads when the caller references: - **Sentry issue URL**: `sentry.io/organizations/<org>/issues/<id>/` or `<org>.sentry.io/issues/<id>/`. - **Sentry event ID**: a raw event ID mentioned alongside a Sentry context clue (e.g. "Sentry event `abc123`"). - **Free-text production signal**: text describing a production error, exception, stack trace, regression, or alert — WHEN a Sentry MCP tool (`mcp__sentry__*`) is reachable in-session. If no reference is present, exit cleanly. ## Adapters ### Sentry - **Trigger:** Sentry issue URL (`sentry.io/organizations/<org>/issues/<id>/` or `<org>.sentry.io/issues/<id>/`), a raw Sentry event ID paired with a Sentry context clue, or free-text mention of a production error/exception/stack trace/regression/alert, gated on a reachable `mcp__sentry__*` tool. - **Fetch:** `mcp__sentry__get_issue` with the issue ID or URL (aspirational — this plugin ships no Sentry MCP integration; this recipe activates only if the user has one connected). For a bare event ID, first resolve it via `mcp__sentry__get_event`. …
Read the whole file at its exact version.
How to install
mdr add lugassawan/swe-workbench/observability-context@sha256:6c3ed4ddf1de41ddThe line at the top of this page pins the label git:20260828.71a6399, 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_p3fqwb5r3igoam5e)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Jul 12, 2026 and Aug 28, 2026, about one every 23 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260828.71a6399 latest | 2026-08-28 | 71a6399 | 2,737 B | A | view · diff |
| git:20260811.925e30f | 2026-08-11 | 925e30f | 2,801 B | A | view · diff |
| git:20260712.65243d2 | 2026-07-12 | 65243d2 | 2,773 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 (2737 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
lugassawan/swe-workbench · 3 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_p3fqwb5r3igoam5e GET https://markdownregistry.com/api/v1/resolve?ref=lugassawan/swe-workbench/observability-context GET https://markdownregistry.com/api/v1/blob/6c3ed4ddf1de41dd8d4d383ae89f342b8f03bc1edb948e86c645d0ae26960f11
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.