spark SKILL.md skillA

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

Install it, pinned

mdr add simota/agent-skills/spark@git:20261014.350ad2b

Pins git:20261014.350ad2b in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: simota/agent-skills
Path: spark/SKILL.md
Versions recorded: 7
Latest version: git:20261014.350ad2b, committed Oct 14, 2026
First version recorded: Aug 12, 2026
Size: 23,798 bytes
Repository stars: 98
License: MIT

Proposing new features leveraging existing data/logic as Markdown specifications. Use when brainstorming new features, product planning, or feature proposals are needed. Does not write code.

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

<!--
CAPABILITIES_SUMMARY:
- feature_ideation: Generate feature proposals from existing data and logic
- opportunity_analysis: Identify feature opportunities from usage patterns
- proposal_writing: Write structured feature specification documents
- feasibility_assessment: Assess technical and business feasibility
- prioritization: Apply MoSCoW/RICE frameworks with anti-pattern guardrails to feature candidates
- outcome_framing: Frame proposals as outcomes using Opportunity Solution Trees (OST)
- fail_condition_design: Define kill criteria and fail conditions for hypothesis-driven validation
- ai_assisted_discovery: Leverage AI-accelerated ideation and automated opportunity mining
- tri_engine_proposal: `multi` Recipe — parallel Codex + Antigravity + Claude proposal generation with concurrence-divergence scoring; Compete (single best) or Portfolio (complementary) merge; divergent single-engine proposals are preserved, never discounted

COLLABORATION_PATTERNS:
- Pulse -> Spark: Usage metrics for opportunity analysis
- Voice -> Spark: User feedback for feature needs
- Compete -> Spark: Competitive gaps for feature opportunities
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add simota/agent-skills/spark@sha256:7c0e3a559c1fbe87

The line at the top of this page pins the label git:20261014.350ad2b, 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](https://markdownregistry.com/badge/art_so5lyspb4ssdcv5d.svg)](https://markdownregistry.com/a/art_so5lyspb4ssdcv5d)

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

Versions

The registry has recorded 7 versions of this file, between Aug 12, 2026 and Oct 14, 2026, about one every 11 days.

version	committed	commit	size	audit
git:20261014.350ad2b latest	2026-10-14	350ad2b	23,798 B	A	view · diff
git:20260916.35ffd55	2026-09-16	35ffd55	23,598 B	A	view · diff
git:20260820.4d4eeea	2026-08-20	4d4eeea	23,772 B	A	view · diff
git:20260820.9805aa1	2026-08-20	9805aa1	23,749 B	A	view · diff
git:20260820.ae5025a	2026-08-20	ae5025a	23,545 B	A	view · diff
git:20260819.95ba0d9	2026-08-19	95ba0d9	23,539 B	A	view · diff
git:20260812.de4cf1f	2026-08-12	de4cf1f	23,512 B	A	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 (23798 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

simota/agent-skills · 98 stars · license MIT · pushed 2026-10-26 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_so5lyspb4ssdcv5d
GET https://markdownregistry.com/api/v1/resolve?ref=simota/agent-skills/spark
GET https://markdownregistry.com/api/v1/blob/7c0e3a559c1fbe877c156e65c4a26acc3eef629a5cee83297aa5fe7d2fcc74de

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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