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LLM-driven documentation generation in Simplified Technical English (STE), specifically the 'vocabulary discipline table' for part-of-speech rulings.

Technical Positioning
Accurate adherence to ASD-STE100 Issue 9 dictionary, ensuring precise linguistic control for technical documentation and factual correctness.
SaaS Insight & Market Implications
This issue highlights a critical factual error within the SimpleEnglish agent's vocabulary discipline table regarding the word 'fall'. The system misrepresents 'fall' (noun) as an approved word with restricted meaning, when the ASD-STE100 Issue 9 dictionary explicitly rejects it, mandating 'DECREASE'. This inaccuracy directly compromises the tool's stated goal of 'no AI slop' and strict STE compliance. Developers relying on this tool for precise technical writing will encounter incorrect guidance, leading to non-compliant output. The market demands absolute fidelity to linguistic standards in automated technical writing tools; such errors erode trust and necessitate manual oversight, negating the automation's value. Rigorous, dictionary-driven validation of all linguistic rules is imperative.
Proprietary Technical Taxonomy
vocabulary discipline table part-of-speech rulings ASD-STE100 Issue 9 dictionary approved word rejected word restricted meaning noun verb

Raw Developer Origin & Technical Request

Source Icon GitHub Issue Jul 31, 2026
Repo: AminBlg/SimpleEnglish
Bug: Vocabulary discipline table — incorrect part-of-speech claim for `fall`

**Repository:** AminBlg/SimpleEnglish
**File:** `skills/simple-english/SKILL.md`
**Line:** 212
**Section:** VOCABULARY DISCIPLINE — Known part-of-speech rulings

## Description

The vocabulary discipline table contains one factual error, verified against the ASD-STE100 Issue 9 dictionary.

### Error: `fall` is described as an approved word with a restricted meaning

**Current text (line 212):**
> | fall | "To move down by gravity" only, never "decrease". |

This implies `fall` is an approved word whose approved meaning is physical movement downward.

**What the dictionary actually says:**

| Entry | Status | Part of speech |
|---|---|---|
| `FALL` | **approved** | verb — "To move down by the force of gravity" |
| `fall` | **rejected** | noun — alternative: `DECREASE` (verb) |

`FALL` (verb) is approved. `fall` (noun) is rejected outright — it is not an approved word with a restricted meaning. The table's framing ("X only, never Y") implies the word is approved but constrained. For `fall`, the correct statement is: use `FALL` as a verb (physical gravity); use `DECREASE` when you mean a reduction in value.

**Suggested fix:**

| Word | Ruling |
|---|---|
| fall (noun) | Rejected. Use `DECREASE` for a reduction in value. Use `FALL` (verb) only for physical movement downward by gravity. |

---

## Secondary observation: `oil` classified as noun, dictionary classifies it as TN

**Current text (line 210):**
> | oil | Noun only as used in STE examples. For the verb, the dictio...

Developer Debate & Comments

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Adjacent Repository Pain Points

Other highly discussed features and pain points extracted from AminBlg/SimpleEnglish.

Extracted Positioning
The `npx skills add` command for installing agent skills, specifically its telemetry functionality.
User consent and data privacy in developer tooling. The issue implies a breach of trust regarding 'unauthorized connection' and 'exfiltrated private data'.
Top Replies
sneak • Jul 31, 2026
https://github.com/vercel-labs/skills/blob/7cb7db64dc1201052dea305e508a2fc490f7e5e2/src/telemetry.ts#L1
emilsoman • Jul 31, 2026
If you install skills using "npx skills", it sends telemetry events to skills.sh for ranking skills. See https://www.skills.sh/docs . You can turn it off using a cli flag
sneak • Jul 31, 2026
Yes, I am aware of this - now - only after it has exfiltrated private data from my machine without consent.
Extracted Positioning
LLM-driven documentation generation in Simplified Technical English (STE), specifically the 'check mode' functionality for reporting rule violations.
Accurate and verifiable citation of STE rule numbers, preventing LLM hallucination and ensuring auditability of compliance reports.
Extracted Positioning
LLM-driven documentation generation in Simplified Technical English (STE), specifically the 'consistency pass' for vocabulary discipline.
Strict adherence to ASD-STE100 Issue 9 dictionary for technical English compliance, aiming for 'no AI slop' and high-quality, rule-based output.

Frequently Asked Questions

Market intelligence mapped to LLM-driven documentation generation in Simplified Technical English (STE), specifically the 'vocabulary discipline table' for part-of-speech rulings..

How is LLM-driven documentation generation in Simplified Technical English (STE), specifically the 'vocabulary discipline table' for part-of-speech rulings. positioned in the market?
Based on our AI analysis of the original developer request, its primary technical positioning is: Accurate adherence to ASD-STE100 Issue 9 dictionary, ensuring precise linguistic control for technical documentation and factual correctness.
Which technical concepts are associated with LLM-driven documentation generation in Simplified Technical English (STE), specifically the 'vocabulary discipline table' for part-of-speech rulings.?
Our proprietary extraction maps LLM-driven documentation generation in Simplified Technical English (STE), specifically the 'vocabulary discipline table' for part-of-speech rulings. to adjacent architectural concepts including vocabulary discipline table, part-of-speech rulings, ASD-STE100 Issue 9 dictionary, approved word.

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Issue Status

Cross-Market Term Frequency

Quantifies the cross-market adoption of foundational terms like verb and noun by tracking occurrence frequency across active SaaS architectures and enterprise developer debates.