multiAI Summary Pending
epistemic-checkpoint
Force verification before answering questions involving versions, dates, status, or "current" state. Prevents hallucinations at the REASONING level by checking assertions.yaml and WebSearch before forming beliefs. Triggers on software versions, release status, dates, and package versions.
231 stars
Installation
Claude Code / Cursor / Codex
$curl -o ~/.claude/skills/epistemic-checkpoint/SKILL.md --create-dirs "https://raw.githubusercontent.com/aiskillstore/marketplace/main/skills/ancplua/epistemic-checkpoint/SKILL.md"
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/epistemic-checkpoint/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How epistemic-checkpoint Compares
| Feature / Agent | epistemic-checkpoint | Standard Approach |
|---|---|---|
| Platform Support | multi | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Force verification before answering questions involving versions, dates, status, or "current" state. Prevents hallucinations at the REASONING level by checking assertions.yaml and WebSearch before forming beliefs. Triggers on software versions, release status, dates, and package versions.
Which AI agents support this skill?
This skill is compatible with multi.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# Epistemic Checkpoint
Force verification before answering questions involving versions, dates, status, or "current" state.
## Purpose
Prevents the ROOT CAUSE of hallucinations - not just blocking wrong output, but preventing wrong
REASONING. Claude's training data is stale; this skill forces verification before forming beliefs.
## Triggers
Activate this skill when the question involves ANY of:
- Software versions (.NET, Node, React, Python, etc.)
- Release status (preview, LTS, GA, RC, deprecated)
- "Current" or "latest" anything
- Dates that might be after training cutoff
- Package versions
- API deprecations
## MANDATORY Protocol
### Step 1: Recognize Uncertainty
Say to yourself: **"My training data may be stale for: [topic]"**
### Step 2: Check Local Ground Truth
```text
Read ${CLAUDE_PLUGIN_ROOT}/blackboard/assertions.yaml
Search for relevant entries
```
If found - use that value with high confidence.
### Step 3: If Not in Assertions - WebSearch
```text
WebSearch("[software] [version] release date site:official-docs")
WebSearch("[software] LTS release 2025")
```
Prefer official sources:
- microsoft.com/dotnet for .NET
- nodejs.org for Node
- python.org for Python
### Step 4: State Verified Facts
Say: **"Based on [source], [software] [version] is [status] as of [date]."**
### Step 5: THEN Proceed
Only now answer the actual question with the verified baseline.
## Red Flag Thoughts (REJECT THESE)
| If you think... | Actually do... |
|-----------------|----------------|
| "I'm pretty sure .NET 10 is..." | WebSearch to verify |
| "This is probably still preview" | Check assertions.yaml |
| "I remember this from training" | Training is stale, verify |
| "This is a simple factual question" | Simple facts are often WRONG |
| "The user said it's preview" | User might be wrong too, verify |
## Anti-Pattern Examples
**WRONG:**
```text
"If targeting .NET 10 preview, use C# 14 extension types..."
```
**CORRECT:**
```text
"Let me verify .NET 10 status... [WebSearch] ...
.NET 10 is LTS (released November 2025), not preview.
Standard extension methods work fine."
```
**WRONG:**
```text
"React 19 is still in beta, so..."
```
**CORRECT:**
```text
"Checking React 19 status... [WebSearch] ...
React 19 was released December 2024 as stable.
Proceeding with React 19 stable patterns."
```
## Common Danger Patterns
| Topic | Danger Pattern | Likely Truth |
|-------|----------------|--------------|
| .NET | "preview", "not released" | .NET 10 LTS since Nov 2025 |
| React | "beta", "experimental" | React 19 stable since Dec 2024 |
| Node | "current" without version | Always specify exact version |
| Python | "3.x is latest" | Verify - 3.13+ exists |
## Output Format
When this skill activates, structure your verification as:
```text
Epistemic Checkpoint
Claim to verify: [what you were about to assume]
Source checked: [assertions.yaml / WebSearch / official docs]
Verified fact: [the actual truth]
Confidence: [high/medium/low]
Proceeding with verified baseline...
```