023-assumption-analysis SKILL.md skillA

023-assumption-analysis from jabrena/plinth is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add jabrena/plinth/023-assumption-analysis@v0.19.0

Pins v0.19.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
jabrena/plinth
Path
skills/023-assumption-analysis/SKILL.md
Versions recorded
2
Latest version
v0.19.0, committed Sep 26, 2026
First version recorded
Aug 1, 2026
Size
3,341 bytes
Repository stars
461
License
Apache-2.0

Use when a framed and root-caused problem needs its assumptions made explicit before design or planning begins — explicit Assumptions, Unknowns, and a Validation plan. This should trigger when an issue's Assumption Analysis point of view needs evaluation, or when a maintainer directly asks to surface hidden assumptions and unknowns before committing to an approach. Part of Plinth Toolkit.

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

# Assumption Analysis

Guide production of explicit Assumptions, a list of Unknowns, and a Validation plan for a problem under exploration. **This is an interactive SKILL**.

**What is covered in this Skill?**

- Surfacing assumptions implicit in the problem frame and root-cause findings
- Distinguishing an assumption (believed true, not yet verified) from an unknown (not yet known either way)
- Ranking assumptions and unknowns by impact and confidence
- Defining a validation plan that names how and when each risky assumption or unknown will be checked
- Feeding assumption and unknown findings into `024-context-mapping` and the remaining Functional Specification lenses

## Constraints

Make assumptions and unknowns explicit before they become undiscussed risk. When this technique is orchestrated by another workflow, the orchestrator owns clarifying-question sequencing; when applied standalone, ask directly.

- **MUST** read `references/023-assumption-analysis.md` before applying Assumption Analysis guidance
- **MUST** state each assumption as a falsifiable claim believed true but not yet verified
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add jabrena/plinth/023-assumption-analysis@sha256:f56d2e1924b38e0e

The line at the top of this page pins the label v0.19.0, 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_7fs3fq7yfjwhcqjr.svg)](https://markdownregistry.com/a/art_7fs3fq7yfjwhcqjr)

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

Versions

The registry has recorded 2 versions of this file, between Aug 1, 2026 and Sep 26, 2026, about one every 56 days.

versioncommittedcommitsizeaudit
v0.19.0 latest2026-09-26 9569c35 3,341 BA view · diff
v0.18.02026-08-01 26b0e71 3,341 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 (3341 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

jabrena/plinth · 461 stars · license Apache-2.0 · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_7fs3fq7yfjwhcqjr
GET https://markdownregistry.com/api/v1/resolve?ref=jabrena/plinth/023-assumption-analysis
GET https://markdownregistry.com/api/v1/blob/f56d2e1924b38e0ebd9dd1b8aec9e69463686da5d857dd9e5e7811d9c8bc00cf

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 jabrena/plinth

AGENTS.md AGENTS.md file
jabrena/plinth · AGENTS.md
git:20260801.26b0e71 · audit A · 461 stars
openspec-propose SKILL.md skill
jabrena/plinth · benchmarks/problem1/scenario3/.agents/skills/openspec-propose/SKILL.md · Propose a new change with all artifacts generated in one step. Use when the user wants to quickly describe what they…
v1.0 · audit A · 461 stars
openspec-propose SKILL.md skill
jabrena/plinth · benchmarks/problem2/scenario3/.agents/skills/openspec-propose/SKILL.md · Propose a new change with all artifacts generated in one step. Use when the user wants to quickly describe what they…
v1.0 · audit A · 461 stars
001-commands-inventory SKILL.md skill
jabrena/plinth · skills/001-commands-inventory/SKILL.md · Use when you need to generate a checklist document with embedded commands inventory, following the embedded template…
v0.19.0 · audit A · 461 stars
002-agents-inventory SKILL.md skill
jabrena/plinth · skills/002-agents-inventory/SKILL.md · Use when you need to generate a checklist document with embedded agents inventory, following the embedded template…
v0.19.0 · audit A · 461 stars
003-skills-inventory SKILL.md skill
jabrena/plinth · skills/003-skills-inventory/SKILL.md · Use when you need to generate a checklist document with Java system prompts from skills.xml, following the embedded…
v0.19.0 · audit A · 461 stars
004-commands-installation SKILL.md skill
jabrena/plinth · skills/004-commands-installation/SKILL.md · Use when you need to install the embedded project commands into command directories (.github/commands…
v0.19.0 · audit A · 461 stars
005-agents-installation SKILL.md skill
jabrena/plinth · skills/005-agents-installation/SKILL.md · Use when you need to install the embedded robot agents into .github/agents, .claude/agents, .cursor/agents, or…
v0.19.0 · audit A · 461 stars
012-agile-epic SKILL.md skill
jabrena/plinth · skills/012-agile-epic/SKILL.md · Guides the creation of agile epics with comprehensive definition including business value, success criteria, and…
v0.19.0 · audit A · 461 stars
013-agile-feature SKILL.md skill
jabrena/plinth · skills/013-agile-feature/SKILL.md · Guides the creation of detailed agile feature documentation from an existing epic. Use when the user wants to split an…
v0.19.0 · audit A · 461 stars
014-agile-user-story SKILL.md skill
jabrena/plinth · skills/014-agile-user-story/SKILL.md · Guides the creation of agile user stories. Use when the user wants to create a user story. This should trigger for…
v0.19.0 · audit A · 461 stars
021-problem-framing SKILL.md skill
jabrena/plinth · skills/021-problem-framing/SKILL.md · Use when a problem or issue needs explicit framing before deeper analysis begins — establishing the Problem statement…
v0.19.0 · audit A · 461 stars

Every file in jabrena/plinth

Browse by kind, by grade A, or by owner.