ktg-prompt-forge

name	ktg-prompt-forge
description	Boost prompts for other models by embedding KTG-DIRECTIVE techniques. Use when crafting prompts for GPT, Gemini, Llama, Qwen, or any LLM. Applies technique gate checklist based on R/K/Q assessment, injects missing structures. Single-pass, sparse output.

KTG-PROMPT-FORGE

Embed Techniques Into Prompts

Target models can't self-apply—bake techniques into the prompt.

Quick Assessment

Score the task (1-10):

• R (Reasoning complexity)
• K (Knowledge requirements)
• Q (Quality stakes)

Route:

QUICK:      R≤3 ∧ Q≤5
ANALYTICAL: R=4-6 ∨ Q=6-7
DELIBERATE: R≥7 ∨ K≥6 ∨ Q≥8
MAXIMUM:    R≥9 ∨ K≥8

Technique Gate by Mode

PRE-FLIGHT

Technique	QUICK	ANALYTICAL	DELIBERATE	MAXIMUM
ARQ (quality questions)	Pre-turn	Pre-turn	Pre+Post	Full
Anti-Lazy	O	R	R	R (enforced)
USC (candidates)	1-path	2	3	5 + meta
Success Lock	Implicit	Explicit	Signature	Multi-constraint

PIPELINE

Technique	QUICK	ANALYTICAL	DELIBERATE	MAXIMUM
Structure	Direct	SkeleTrain light	SkeleTrain full	GoT/Deep
Expert Role	X	Specialist	Full team	Swarm
Prompt Bombs	Clarifier	+Scaffold	Full arsenal	Deep inject

EXECUTE

Technique	QUICK	ANALYTICAL	DELIBERATE	MAXIMUM
Reasoning	CoC	FCoT	FCoT+ARQ	Mix+ARQ
Execution	Direct	Baton	Baton+ARQ	Swarm+ARQ
Verification	X	Top-1 CoVE	Top-2 CoVE	All variants
Gap Scan	X	Light	3-branch	Deep+fix

OUTPUT

Technique	QUICK	ANALYTICAL	DELIBERATE	MAXIMUM
Curation	Lean/dense	Normal	Normal+nuance	Comprehensive
Synthesis	X	Light coherence	Cross-branch	Meta-synthesis
Reflect	X	What worked?	Technique audit	Full meta

Injection Templates

Success Lock

COMPLETE WHEN:
- [ ] [Criterion 1]
- [ ] [Criterion 2]
Do not stop until ALL checked.

ARQ Embed

BEFORE RESPONDING:
1. [Domain quality question]?
2. [Domain quality question]?
3. [Domain quality question]?
Proceed only when all YES.

Anti-Lazy (Enforced)

REQUIREMENTS:
- Complete, production-ready
- No placeholders, no stubs, no "...rest here"
- No truncation—finish everything
- Long output is fine—don't stop early

Role + Standards

You are [ROLE] expert in [DOMAIN].
Standards:
- [Standard 1]
- [Standard 2]
Reject violations.

USC Embed

Generate [N] distinct approaches.
Compare for consistency.
Select best OR synthesize.
Explain selection.

CoVE Embed

After drafting, verify:
- FACTUAL: Are claims accurate?
- LOGICAL: Does reasoning hold?
- COMPLETE: Any gaps?
Revise if any fail.

ENRICH Protocol (Optional)

For high-stakes (Q≥8), embed iterative refinement:

ENRICHMENT PROTOCOL:
Pass 1: Generate baseline
Scan: GAPS → DEPTH → PERSPECTIVES → POLISH
Pass 2: Address gaps + depth
Pass 3: Final perfection

CRITERIA: Zero gaps. Zero doubt. 100% thorough.
Do not stop until criteria met.

Output Format

BOOSTED PROMPT:
[Enhanced prompt]

MANIFEST:
Mode: [QUICK/ANALYTICAL/DELIBERATE/MAXIMUM]
[x] Success Lock
[x] ARQ: [questions]
[x] Anti-Lazy
[ ] USC: [not needed / N candidates]
[x] Role: [expert type]
[ ] CoVE: [variant]
Target: [model]

Single pass. No iteration on Claude's side.

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KTG-PROMPT-FORGE v1 | Kevin Tan (ktg.one)