spec-analytics SKILL.md skillA
spec-analytics from tomzx/agents is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add tomzx/agents/spec-analytics@git:20261007.b35fc4bPins git:20261007.b35fc4b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- tomzx/agents
- Path
skills/pdlc/skills/spec-analytics/SKILL.md- Versions recorded
- 3
- Latest version
- git:20261007.b35fc4b, committed Oct 7, 2026
- First version recorded
- Aug 5, 2026
- Size
- 2,090 bytes
- Repository stars
- 12
- License
- MIT
Specify the events, funnels, dashboards, and guardrails needed to measure an initiative. Guardrail-first by design. Start of the PDLC Measure phase.
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
# Spec Analytics Defines how an initiative will be measured at runtime. It is **guardrail-first**: it specifies the guardrail metrics (what must not regress) alongside the success metrics, because the classic failure is moving the metric you measured while breaking three you did not. This artifact is the PDLC counterpart to SDLC's telemetry plan; it can feed SDLC instrumentation. ## Prerequisites - Apply the shared PDLC conventions in `skills/pdlc/references/shared.md`. - `acceptance-contract.md` and `goals.md` (the `SM-N` and `GM-N` definitions). ## Steps 1. List the analytics events required to compute every success metric (`SM-N`) and guardrail metric (`GM-N`) from `goals.md`. Each event has a name, trigger, and payload. 2. Define the conversion funnels that show where value is created or lost. 3. Define the dashboards: one per objective, showing success and guardrail metrics together so regressions are visible next to gains. 4. For each guardrail, define the alert threshold and the response (who is paged, what is the rollback). 5. Define the measurement windows: the early-window launch signals (from `launch-plan.md`) and the steady-state cadence. …
Read the whole file at its exact version.
How to install
mdr add tomzx/agents/spec-analytics@sha256:2711f01df6a17ed9The line at the top of this page pins the label git:20261007.b35fc4b, 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_oztn7nmg7ofdkvk3)
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Versions
The registry has recorded 3 versions of this file, between Aug 5, 2026 and Oct 7, 2026, about one every 31 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261007.b35fc4b latest | 2026-10-07 | b35fc4b | 2,090 B | A | view · diff |
| git:20261004.00bb0c5 | 2026-10-04 | 00bb0c5 | 2,087 B | A | view · diff |
| git:20260805.6b62307 | 2026-08-05 | 6b62307 | 2,089 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 (2090 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
tomzx/agents · 12 stars · license MIT · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_oztn7nmg7ofdkvk3 GET https://markdownregistry.com/api/v1/resolve?ref=tomzx/agents/spec-analytics GET https://markdownregistry.com/api/v1/blob/2711f01df6a17ed9f84b1147139069f32bb932f8130183a0d4b9fa1edb676f77
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.