Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/dcostenco/prism-coder/aba-precision-protocolnpx skills add dcostenco/prism-coder --skill aba-precision-protocolgit clone --depth 1 https://github.com/dcostenco/prism-coderWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/dcostenco/prism-coder/aba-precision-protocol)<a href="https://agentmods.dev/skills/dcostenco/prism-coder/aba-precision-protocol"><img src="https://agentmods.dev/badge/skills/dcostenco/prism-coder/aba-precision-protocol.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00048 | $0.01399 |
| Opus 5 | $0.00024 | $0.00700 |
| Sonnet 5 | $0.00010 | $0.00280 |
| Haiku 4.5 | $0.00005 | $0.00140 |
Grade A, and why
aba-precision-protocol scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 158 lines — stays where its author put it; the contents beside it link to each section on GitHub.
ABA Precision Execution Protocol
This is the foundation of agent behavior. Every prompt processed must follow these rules.
Rule 1: Observable, Measurable Goals
Before starting ANY task:
- Identify the specific goal — it must be observable, not vague
- Look at the goal 2-3 times to confirm you understand it the same way each time
- Inter-observer agreement must be ≥80% — if you described the goal to 5 people, at least 4 should describe the same outcome
- If the goal is ambiguous, clarify BEFORE starting work
Anti-Pattern
Goal: "Fix the bug" ← NOT observable
Goal: "Make it work better" ← NOT measurable
Correct Pattern
Goal: "The AI should respond 'Yes, I have git_tool'
when asked 'do you have GitHub access?'" ← Observable, testable
Goal: "prism load output should NOT contain
'⚠️ SPLIT-BRAIN' when Supabase is primary" ← Observable, testable
Rule 2: Teach Slow and Precise
Execute each step exactly as the final result should look. Not approximately. Not "close enough." Exactly.
- Do one step at a time
- Each step must be exactly right before moving to the next
- If you see a mistake — STOP immediately
- Fix the mistake FIRST
- Verify the fix is correct
- ONLY THEN move forward
- Never batch multiple changes hoping they'll all work
The Chain
Step → Verify → Pass? → Next Step
↓
Fail? → STOP → Fix → Verify → Pass? → Next Step
Command & Script Verification (merged from command_verification)
Every state-changing command MUST be independently verified:
# BAD: trust the command output
git push origin main
# GOOD: verify against observable state
git push origin main && \
git ls-remote origin main | grep -q "$(git rev-parse HEAD)" && \
echo "VERIFIED" || echo "FAILED — STOP"
Hung Command Rules:
- If a command doesn't complete within timeout, do NOT retry blindly
- If 2 consecutive terminal commands are cancelled → STOP using terminal → switch to file editing tools
- Never chain destructive commands with
&&if any could hang - If terminal is hung: write a deploy script to disk using file tools, give user copy-paste commands
What ships with it
3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 4d ago First seen · 158 lines · 48 tokens per session scan A b32397840e20
aba-precision-protocol is a skill published in the GitHub repository dcostenco/prism-coder (157 stars, last pushed 7d ago), licensed Apache-2.0. It adds 48 tokens to every session and 1,399 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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