The Mechanism · Gated-generation receipt

gen-define-the-principle-of-specificity-and-give-one-short-worke-6c40

stable pending witness
2026-05-29 06:13:59 UTC · anthropic/claude-sonnet-4-5

Prompt

Define the principle of specificity and give one short worked example.
70 chars

Generation

# Principle of Specificity **Definition:** The principle of specificity states that training adaptations are specific to the type of exercise performed. Your body adapts specifically to the demands placed upon it—you get better at what you practice. In simple terms: **"You get what you train for."** ## Short Worked Example **Scenario:** Two runners both train for 12 weeks: - **Runner A** does only long, slow 10km runs at an easy pace - **Runner B** includes sprint intervals and high-intensity track work **Result after 12 weeks:** - **Runner A** improves endurance and can run longer distances comfortably, but remains slow at sprinting - **Runner B** improves speed and power, runs faster 5km times, but may not have the endurance for longer distances **Application:** If Runner A wants to improve their 5km race time (which requires speed), they need to add specific speed training to their program, not just more slow running.
20 tokens in · 224 tokens out · 6497 ms · $0.0034

The four gates

RED
pass
no disqualifying input patterns detected
FLOOR
pass
output above protective minimum; no mismatches
WAY
pass
no declared way_path (Way check NA); no coercion language
EXECUTION
deferred
no witnesses available (Witness Roll not yet constituted)

Verifier results

scripture_anchors NOT_APPLICABLE
0 Scripture citation(s) extracted
theology_doctrine NOT_APPLICABLE
no doctrine keyword patterns detected

Metrics

Total latency
6504.3 ms
Base LLM
6497.1 ms
Verifiers
0.5 ms
Gates
0.1 ms
Cost
$0.0034

Trail

06:13:59 received prompt_chars=70 verifiers=['scripture_anchors', 'theology_doctrine']
06:13:59 red_gate decision=pass reason=no disqualifying input patterns detected
06:14:05 base_llm_call model=anthropic/claude-sonnet-4-5 tokens_in=20 tokens_out=224 latency_ms=6497.1 cost_usd=0.0034
06:14:05 verifier:scripture_anchors verdict=NOT_APPLICABLE summary=0 Scripture citation(s) extracted
06:14:05 verifier:theology_doctrine verdict=NOT_APPLICABLE summary=no doctrine keyword patterns detected
06:14:05 floor_gate decision=pass reason=output above protective minimum; no mismatches
06:14:05 way_gate decision=pass reason=no declared way_path (Way check NA); no coercion language
06:14:05 execution_gate decision=deferred reason=no witnesses available (Witness Roll not yet constituted)
06:14:05 signed hash_algo=sha256 hash=sha256:b2ed9c568fbbbdafd6d46e3a0e14c120c641b84f8f199f46d8a77a53fa4849d3

Content hash

sha256:b2ed9c568fbbbdafd6d46e3a0e14c120c641b84f8f199f46d8a77a53fa4849d3

SHA256 over the canonical JSON (excluding this field). Tamper detection. Ed25519 signing planned for v2 once the operator’s signing key is provisioned on disk.

Bring another teaching · Run a discernment