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