trace-spec-author SKILL.md skillA

trace-spec-author from testland/qa is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add testland/qa/trace-spec-author@v1.1.8

Pins v1.1.8 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
testland/qa
Path
plugins/qa-distributed-tracing/skills/trace-spec-author/SKILL.md
Versions recorded
5
Latest version
v1.1.8, committed Oct 11, 2026
First version recorded
Jul 18, 2026
Size
8,189 bytes
Repository stars
11
License
MIT

Build a trace specification document per feature - defines the trace shape (root span + child spans + key attributes per OpenTelemetry semantic conventions) that production code MUST emit. The spec drives both implementation reviews AND trace-assertion tests, so a single declarative document is the source of truth for what observability "looks like" for a feature. Use before instrumenting a new feature, when existing spans have grown organically with no agreed shape, or after an incident where…

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

# trace-spec-author

Builds a per-feature trace specification document. The spec is
canonical input for: (a) implementation review during code review,
(b) trace-shape regression tests via `opentelemetry-trace-assertions`
and `jaeger-trace-tests`, (c) onboarding for new team members.

## When to use

- Starting observability for a new feature.
- Auditing existing instrumentation that grew organically.
- Pre-incident-review prep (spec gaps explain why a debugging
  session was painful).

## Step 1 - Spec template

Save under `docs/observability/<feature>.md`:

```markdown
# Trace Spec: <Feature>

**Owner:** team-checkout
**Status:** active | draft | deprecated
**Last reviewed:** YYYY-MM-DD
**Implementations:** orders-svc 1.4+, payments-svc 2.1+

## Root span

| Field | Value |
|---|---|
| name | `order.create` |
| kind | `INTERNAL` |
| status semantics | OK on 2xx, ERROR on 4xx + 5xx |

### Required attributes

| Attribute | Type | Source | Notes |
|---|---|---|---|
| `order.id` | string | UUID v4 | |
| `order.item_count` | int | int.between(1, 1000) | |
| `customer.id` | string | low-cardinality hash, never PII | |

## Child spans

### `db.query` (when persisting order)
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add testland/qa/trace-spec-author@sha256:21c2f56871141a8b

The line at the top of this page pins the label v1.1.8, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_3bk6svcgja24lmgc.svg)](https://markdownregistry.com/a/art_3bk6svcgja24lmgc)

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Versions

The registry has recorded 5 versions of this file, between Jul 18, 2026 and Oct 11, 2026, about one every 21 days.

versioncommittedcommitsizeaudit
v1.1.8 latest2026-10-11 a1bd3f7 8,189 BA view · diff
git:20260724.d4db7562026-07-24 d4db756 8,170 BA view · diff
git:20260719.53f73b72026-07-19 53f73b7 8,306 BA view · diff
git:20260719.6226ac12026-07-19 6226ac1 8,118 BA view · diff
git:20260718.ab299072026-07-18 ab29907 8,132 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (8189 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

GitHub

testland/qa · 11 stars · license MIT · pushed 2026-10-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_3bk6svcgja24lmgc
GET https://markdownregistry.com/api/v1/resolve?ref=testland/qa/trace-spec-author
GET https://markdownregistry.com/api/v1/blob/21c2f56871141a8ba86e7d8648adf2448d6aee3eb20848c6d2e286c3cd8c6028

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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