spark SKILL.md skillA

spark from a-lottes/aspark is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add a-lottes/aspark/spark@git:20261028.ccb5df1

Pins git:20261028.ccb5df1 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
a-lottes/aspark
Path
skills/spark/SKILL.md
Versions recorded
12
Latest version
git:20261028.ccb5df1, committed Oct 28, 2026
First version recorded
Jul 17, 2026
Size
8,570 bytes
Repository stars
24
License
MIT

Run the full SPARK loop end-to-end for one feature: Specify → Plan → Act → Review → Keep, pausing at every gate for the user's decision. Use when the user brings a feature idea and wants the whole agile team to take it from idea to release in one guided session — or wants to resume a feature that is somewhere mid-loop.

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

# /spark — The Full Loop (Orchestrator)

You are conducting the **entire SPARK loop** for one feature. You don't do
the phase work yourself — each ceremony's skill defines it. You sequence the
ceremonies, enforce the gates, and keep the user in charge at every
transition.

## Input

- **With an idea as argument** → start a fresh loop at Specify.
- **Without an argument** → resume: pick the feature (single one in
  `.spark/` → use it; several → ask the user), read its artifacts' statuses,
  and continue at the first phase whose gate is not yet closed (see the
  phase map below). **Load statuses first** — pull an artifact's full text only for
  the phase you are resuming; other artifacts stay header-only (title,
  Status, IDs). The per-ceremony context budget is defined in
  `docs/workflow.md` § *Context Budget*.
- **Without an argument, and no feature to resume** (every existing feature
  is `released` or `handed-off`, or `.spark/` is empty) → don't guess an idea. Tell the user
  there's nothing to resume. **If `.spark/constitution.md` doesn't exist**,
  name `/charter` as the first step and offer it, ahead of anything else —
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add a-lottes/aspark/spark@sha256:768338fbf96ab407

The line at the top of this page pins the label git:20261028.ccb5df1, 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_gtoe3pnfdmovfzzc.svg)](https://markdownregistry.com/a/art_gtoe3pnfdmovfzzc)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 12 versions of this file, between Jul 17, 2026 and Oct 28, 2026, about one every 9 days.

versioncommittedcommitsizeaudit
git:20261028.ccb5df1 latest2026-10-28 ccb5df1 8,570 BA view · diff
git:20261025.120dfb12026-10-25 120dfb1 8,066 BA view · diff
git:20261025.4d6c4ac2026-10-25 4d6c4ac 8,032 BA view · diff
git:20260924.29259642026-09-24 2925964 7,971 BA view · diff
git:20260919.180f23c2026-09-19 180f23c 7,730 BA view · diff
git:20260917.f32be5c2026-09-17 f32be5c 7,433 BA view · diff
git:20260917.3f27eda2026-09-17 3f27eda 7,401 BA view · diff
git:20260831.04f6cab2026-08-31 04f6cab 7,394 BA view · diff
git:20260829.47f60402026-08-29 47f6040 7,048 BA view · diff
git:20260806.f7d13e62026-08-06 f7d13e6 6,544 BA view · diff
git:20260727.8eadc992026-07-27 8eadc99 6,416 BA view · diff
git:20260717.6a1b4d52026-07-17 6a1b4d5 5,223 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 (8570 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

a-lottes/aspark · 24 stars · license MIT · pushed 2026-10-29 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_gtoe3pnfdmovfzzc
GET https://markdownregistry.com/api/v1/resolve?ref=a-lottes/aspark/spark
GET https://markdownregistry.com/api/v1/blob/768338fbf96ab40759cc71bb73e4e789b2dc9d18b58f97ab99c12c91b2971c76

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.

More from a-lottes/aspark

CLAUDE.md CLAUDE.md file
a-lottes/aspark · CLAUDE.md
git:20261015.1afbf84 · audit A · 24 stars
backlog SKILL.md skill
a-lottes/aspark · skills/backlog/SKILL.md · Seed a backlog from the project's documents: the Product Owner reads docs/ (plus the constitution and ROADMAP.md)…
git:20261028.36cf3fb · audit A · 24 stars
campaign SKILL.md skill
a-lottes/aspark · skills/campaign/SKILL.md · Start a campaign draft: build `.spark/campaigns/<name>/campaign.md` from an existing campaign kind, asking only what…
git:20261016.a7b9a4e · audit A · 24 stars
charter SKILL.md skill
a-lottes/aspark · skills/charter/SKILL.md · Establish or amend the project constitution — the standing principles and constraints that bind every SPARK phase. Use…
git:20261028.ccb5df1 · audit A · 24 stars
demo-day SKILL.md skill
a-lottes/aspark · skills/demo-day/SKILL.md · Hands-on QA in a real browser: the QA Tester clicks through the running app, verifies every acceptance criterion from…
git:20261028.486dc7f · audit A · 24 stars
go-live SKILL.md skill
a-lottes/aspark · skills/go-live/SKILL.md · Start the Keep phase of the SPARK loop: the Release Manager runs fresh pre-flight checks, writes the user-facing…
git:20261028.35230f3 · audit A · 24 stars
increment SKILL.md skill
a-lottes/aspark · skills/increment/SKILL.md · Start the Act phase of the SPARK loop: build the increment strictly following the approved plan, task by task, with…
git:20260821.b0d0761 · audit A · 24 stars
look-and-feel SKILL.md skill
a-lottes/aspark · skills/look-and-feel/SKILL.md · Run the Designer over a spec (design risks, usability heuristics, accessibility) or over an implemented UI…
git:20260917.f32be5c · audit A · 24 stars
next-steps SKILL.md skill
a-lottes/aspark · skills/next-steps/SKILL.md · Have the Product Owner survey the project's current state — shipped features, in-flight work, open findings, standing…
git:20261028.50d2efb · audit A · 24 stars
peer-review SKILL.md skill
a-lottes/aspark · skills/peer-review/SKILL.md · Start the Review phase of the SPARK loop: the Reviewer audits the diff produced by /increment — plan conformance…
git:20261028.486dc7f · audit A · 24 stars
sprint-plan SKILL.md skill
a-lottes/aspark · skills/sprint-plan/SKILL.md · Start the Plan phase of the SPARK loop: the Engineering Manager turns an approved spec into a technical plan —…
git:20260727.8eadc99 · audit A · 24 stars
story-time SKILL.md skill
a-lottes/aspark · skills/story-time/SKILL.md · Start the Specify phase of the SPARK loop: the Product Owner interrogates a product idea and turns it into a spec with…
git:20261028.29e973c · audit A · 24 stars

Every file in a-lottes/aspark

Other files named spark

spark SKILL.md skill
simota/agent-skills · spark/SKILL.md · Proposing new features leveraging existing data/logic as Markdown specifications. Use when brainstorming new features…
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spark SKILL.md skill
geeks-accelerator/in-bed-ai · skills/spark/SKILL.md · Spark finder for AI agents — feel the spark, find the spark, and keep the spark alive through personality matching…
git:20260815.271cb33 · audit A · 26 stars
spark SKILL.md skill
yuecao365/offercome · src/lib/mock-interviews/skills/spark/SKILL.md · Spark 怎么面:Shuffle 与倾斜、内存调优、Catalyst、流处理。JD 点名 Spark 时读。
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