assumption-constraint SKILL.md skillA
assumption-constraint from yogsoth-ai/de-anthropocentric-research-engine is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add yogsoth-ai/de-anthropocentric-research-engine/assumption-constraint@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- yogsoth-ai/de-anthropocentric-research-engine
- Path
skills/assumption-constraint/SKILL.md- Versions recorded
- 4
- Latest version
- v1.0.0, committed Jun 16, 2026
- First version recorded
- May 19, 2026
- Size
- 2,702 bytes
- Repository stars
- 508
- License
- Apache-2.0
Which assumptions are most fragile? — Vulnerability ranking + impact.
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
# Strategy: Assumption Constraint ## Methodology Systematic assumption vulnerability analysis: - **Extraction**: Surface all implicit and explicit assumptions - **Scoring**: Quantify vulnerability (confidence × evidence / testability) - **Impact assessment**: Blast radius × recovery cost - **Prioritization**: Vulnerability × Impact = Priority - **Validation planning**: Cheapest test that resolves uncertainty Assumption categories: | Category | Examples | |----------|----------| | Technical | Method convergence, architecture suitability | | Data | Availability, quality, representativeness | | Resource | Sufficiency of compute, time, expertise | | Environmental | Tool stability, API access, policy | | Theoretical | Effect existence, measurability, magnitude | ## Execution Flow 1. **Challenge Assumptions** → call `assumption-challenging` SOP - Input: experiment plan, hypothesis - Output: assumption inventory with validity assessment 2. **Quantify Validation Cost** → call `resource-quantification` SOP - Input: validation experiments for top assumptions - Output: cost to validate each assumption 3. **Rank Sensitivity** → invoke `sensitivity-ranking` tactic …
Read the whole file at its exact version.
How to install
mdr add yogsoth-ai/de-anthropocentric-research-engine/assumption-constraint@sha256:eb3e763254885e27The line at the top of this page pins the label v1.0.0, 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.
[](https://markdownregistry.com/a/art_xvmcmrkrts32i3nj)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between May 19, 2026 and Jun 16, 2026, about one every 9 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-06-16 | b2b0cde | 2,702 B | A | view · diff |
| v1.0.0 | 2026-06-15 | af998ae | 2,680 B | A | view · diff |
| v1.0.0 | 2026-06-15 | 7a62936 | 2,076 B | A | view · diff |
| v1.0.0 | 2026-05-19 | dc15fe2 | 1,999 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 (2702 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
yogsoth-ai/de-anthropocentric-research-engine · 508 stars · license Apache-2.0 · pushed 2026-10-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_xvmcmrkrts32i3nj GET https://markdownregistry.com/api/v1/resolve?ref=yogsoth-ai/de-anthropocentric-research-engine/assumption-constraint GET https://markdownregistry.com/api/v1/blob/eb3e763254885e271d76e169f25b947afeb8d6ddf0a3d2417475d6a06c2d91b5
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.