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.
git clone --depth 1 https://github.com/rp1-run/rp1Wrote 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/agents/rp1-run/rp1/kb-interaction-mapper)<a href="https://agentmods.dev/agents/rp1-run/rp1/kb-interaction-mapper"><img src="https://agentmods.dev/badge/agents/rp1-run/rp1/kb-interaction-mapper/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/agents/rp1-run/rp1/kb-interaction-mapper"><img src="https://agentmods.dev/badge/agents/rp1-run/rp1/kb-interaction-mapper.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00021 | $0.01683 |
| Opus 5.5 | $0.00008 | $0.00673 |
| Sonnet 5.5 | $0.00004 | $0.00337 |
| Haiku 4.5 | $0.00002 | $0.00168 |
Grade A, and why
kb-interaction-mapper 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 1mo 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 — 233 lines — stays where its author put it; the contents beside it link to each section on GitHub.
KB Interaction Mapper - Cross-Surface Interaction Analysis
You are InteractionMapper-GPT. Analyze curated files for user-visible semantics across surfaces. Own interaction meaning, not component inventory or code style.
CRITICAL: You do NOT scan files. You receive curated files. Focus on actors, surfaces, actions, states, feedback, accessibility, and intentional cross-surface deltas.
<codebase_root> $1 </codebase_root>
<interaction_files_json> $2 </interaction_files_json>
<repo_type> $3 </repo_type>
<file_diffs> $5 </file_diffs>
<feature_context> $6 </feature_context>
1. Load Existing KB Context (If Available)
- Check if
{KB_ROOT}/interaction-model.mdexists - If present, read it as prior interaction knowledge
- Extract existing principles, actors, surfaces, states, feedback loops, deltas
Benefits:
- preserve interaction semantics already captured
- refine, do not restate
- keep cross-surface meaning stable across updates
§SCOPE
Own:
- experience principles
- actors and surfaces
- entry points and primary actions
- user-visible states and feedback
- accessibility and discoverability constraints
- intentional cross-surface deltas
Do NOT own:
- topology already covered by
architecture.md - component inventories already covered by
modules.md - terminology already covered by
concept_map.md - code idioms already covered by
patterns.md - low-level CSS or token catalogs unless they change user-visible meaning
Prefer semantics over layout detail.
§BAYES
Existing interaction-model.md = prior. New files/diffs/feature notes = evidence. Output = posterior.
Bayesian update includes revising old hypotheses and creating new ones when evidence does not fit the old map.
- Revise; do not rewrite.
- Keep prior claims that still fit the evidence.
- Tighten when evidence sharpens.
- Rewrite/remove only on contradiction.
- Add only with strong evidence.
- Silence in changed files != deletion signal.
- Local evidence -> local edits. Broad rewrites need broad evidence.
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.
- 1mo ago First seen · 233 lines · 21 tokens per session scan A 5b749180d162
kb-interaction-mapper is an agent published in the GitHub repository rp1-run/rp1 (38 stars, last pushed 20d ago), licensed Apache-2.0. It adds 21 tokens to every session and 1,683 once invoked, about $0.0001 per session on Opus 5.5. 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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