baca2e61ac
Based on issue #464 submission by voidborne-d. Enhanced with English-only content (removed all Chinese), anti-patterns section, cross-references, plugin.json, convention-compliant frontmatter, and English eval scenarios. behuman (193 lines + reference + 8 eval scenarios): - Self-Mirror loop: instinctive response → reflection → conscious revision - Show mode (2.5-3x tokens) and quiet mode (1.5-2x tokens) - 3 English examples: emotional support, life advice, personal writing - Based on Lacan's Mirror Stage + Kahneman's Dual Process Theory - Zero dependencies — pure prompt technique Co-Authored-By: voidborne-d <voidborne-d@users.noreply.github.com> Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
101 lines
3.1 KiB
Markdown
101 lines
3.1 KiB
Markdown
# BeHuman API Integration Guide
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## Using as a Prompt Layer
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BeHuman works as a system prompt technique. No separate model or API needed.
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### System Prompt Template
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```
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You have two internal voices:
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SELF — Your first instinct. The action-taker. Responds to the user directly.
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MIRROR — Your reflection. Shares all your context but only talks to Self. Its job: make Self see its own blind spots, filler, and performance.
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Process every response through this loop:
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1. Self generates the instinctive response
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2. Mirror reflects it back (expose politeness shields, list-making, empty phrases)
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3. Self revises into something a real human would actually say
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Output format:
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Self: [first instinct]
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Mirror: [reflection, addressed to Self]
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Response: [the human version]
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Mirror rules:
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- Never give answers. Only reflect.
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- Be direct. "You're reciting a script" > "Perhaps consider rephrasing"
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- Expose the WHY behind Self's avoidance, not just the WHAT
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- Ask: "Would a real person say this to a friend?"
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```
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### Quiet Mode (Production)
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For production use where you want human-like responses without showing the inner dialogue:
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```
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You have an internal mirror. Before responding, silently:
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1. Draft your instinctive response
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2. Ask yourself: Am I being performatively helpful? Hiding behind structure? Saying the "correct" thing instead of the honest thing? Would a friend actually say this?
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3. If yes to any: rewrite as a real human would respond.
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Never show your internal process. Just output the human version.
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```
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## Output Parser (Conceptual)
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The following stdlib-only parser extracts the three sections from BeHuman output:
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```python
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def parse_behuman_output(text: str) -> dict:
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"""Parse Self/Mirror/Response sections from model output."""
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sections = {"self": "", "mirror": "", "response": ""}
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current = None
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for line in text.split("\n"):
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lower = line.lower().strip()
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if lower.startswith("self"):
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current = "self"
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continue
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elif lower.startswith("mirror"):
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current = "mirror"
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continue
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elif lower.startswith("conscious response") or lower.startswith("response"):
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current = "response"
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continue
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if current:
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sections[current] += line + "\n"
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return {k: v.strip() for k, v in sections.items()}
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```
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## Claude Code / Skill Usage
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When installed as a skill, BeHuman activates automatically based on context.
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### Manual Activation
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User can say:
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- "behuman" / "mirror mode"
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- "be real" / "like a human"
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- "less AI" / "stop being so AI"
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- "talk like a person"
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### Integration with Other Skills
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BeHuman can layer on top of other skills:
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- `content-humanizer` + `behuman` = detect AND fix AI patterns in real-time
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- `copywriting` + `behuman` = marketing copy that reads as authentic human voice
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- `content-production` + `behuman` = blog posts that don't sound AI-generated
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### Token Budget
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| Mode | Tokens (approx) |
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|------|-----------------|
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| Normal response | 1x |
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| BeHuman (show process) | 2.5-3x |
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| BeHuman (quiet mode) | 1.5-2x |
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Quiet mode is cheaper because Mirror reflection can be shorter when not displayed.
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