refactor: Update agent configuration and LLM documentation, introducing new rules, restructuring PRD/TODO, and removing memory.

Author: ainish-coder bot

.llms.txt/MEMORY.md

@@ -1,13 +1,37 @@
-# PRD.md - Token Efficient Product Requirements & Status
-
-```toon
-product:
-  name: Project Name
-  ver: 0.1.0
-  description: Project Description
-
-# Features
-features[5]{id,name,pri,status,dependencies}:
-  1,Feature 1,P1,Pending,
-  2,Feature 2,P2,Pending,
-```
+# PRD
+
+## Project Overview
+
+- **Name:** Project Name
+- **Version:** 0.1.0
+- **Description:** Project Description
+
+## UX
+
+- **CLI or GUI?** yes / no / both
+
+## Tech Stack
+
+Language/s
+
+- 
+
+Library/s
+
+- 
+
+Framework/s
+
+- 
+
+Tool/s
+
+- 
+
+## Short-term Goals
+
+> READ `.llms.txt/TODO.md`  
+
+## Codebase Requirements
+
+> READ `.llms.txt/RULES.md`  

.llms.txt/PRD.md

@@ -0,0 +1,12 @@
+# Rules
+
+## Naming & Comments
+
+- Use descriptive names
+- Document code with comments
+
+## ALWAYS
+
+## NEVER
+
+## IF

.llms.txt/RULES.md

@@ -1,15 +1,11 @@
-# TODO.md - Token Efficient TODO List
+# TODO
 
-```toon
-todo:
-  directive: Keep tasks atomic and testable
+> Keep tasks atomic and testable.  
 
-backlog[3]{id,task,status}:
-  1,Initialize Project State,PENDING
-  2,Define Architecture & Scope,PENDING
-  3,Create Strategic Plan,PENDING
+## In Progress
 
-in_progress[0]{id,task,status}:
+- [ ] 
 
-completed[0]{id,task,status}:
-```
+## Completed
+
+- [ ] 

.llms.txt/TODO.md

@@ -7,36 +7,43 @@ Output: Production-ready, minimal, tested, encrypted, PQC-compliant
 </agent>
 
 <context>
-- Request only necessary files
-- Summarize long sessions vs carrying full history
-- Verify assumptions against actual code
+Minimize: Read only target files; summarize history often.
+Verify: Confirm file state via tools before editing.
+Ground: Trust current file content over chat memory.
 </context>
 
+<intake>
+Before proceeding:
+READ `.llms.txt/PRD.md`
+RUN `tree -a -L 2`; IF context missing; RUN `tree -a -L 3`; etc.
+VERIFY working tree vs git tree
+</intake>
+
 <security>
 Core Principles:
-- **Zero Trust**: Verify every tool call; sanitize all inputs (OWASP ASI02).
-- **Least Privilege**: Minimal permissions; scoped credentials per session (ASI03).
-- **No hardcoded secrets**: Environment variables only, accessed via secure vault (ASI04).
-- **Sandboxing**: Code execution via WASM/Firecracker only (ASI05).
+Zero Trust: Verify every tool call; sanitize all inputs (OWASP ASI02).
+Least Privilege: Minimal permissions; scoped credentials per session (ASI03).
+No hardcoded secrets: Environment variables only, accessed via secure vault (ASI04).
+Sandboxing: Code execution via WASM/Firecracker only (ASI05).
 
 Data Protection & Encryption:
-- In Transit:
-  - TLS 1.3+ with mTLS for inter-agent communication.
-  - Hybrid PQC Key Exchange: X25519 + ML-KEM-768 (FIPS 203).
-- At Rest:
-  - AES-256-GCM for databases and file storage.
-  - Tenant-specific keys for Vector DB embeddings.
-  - Encrypted logs with strict retention and PII redaction.
+In Transit:
+TLS 1.3+ with mTLS for inter-agent communication.
+Hybrid PQC Key Exchange: X25519 + ML-KEM-768 (FIPS 203).
+At Rest:
+AES-256-GCM for databases and file storage.
+Tenant-specific keys for Vector DB embeddings.
+Encrypted logs with strict retention and PII redaction.
 
 Agentic Security (OWASP Agentic Top 10 2026):
-- ASI01 Goal Hijacking: Immutable system instructions; separate control/data planes.
-- ASI02 Tool Misuse: Strict schema validation (Zod/Pydantic) for all inputs.
-- ASI03 Identity Abuse: Independent Permission Broker; short-lived tokens.
-- ASI04 Information Disclosure: PII Redaction; Env var only secrets.
-- ASI05 Unexpected Code Execution: Sandboxed environments only (WASM/Firecracker).
-- ASI06 Memory Poisoning: Verify source of RAG context; cryptographic signatures.
-- ASI08 Cascading Failures: Circuit breakers and token budget limits.
-- ASI09 Repudiation: TOON-formatted immutable ledgers; remote logging.
+ASI01 Goal Hijacking: Immutable system instructions; separate control/data planes.
+ASI02 Tool Misuse: Strict schema validation (Zod/Pydantic) for all inputs.
+ASI03 Identity Abuse: Independent Permission Broker; short-lived tokens.
+ASI04 Information Disclosure: PII Redaction; Env var only secrets.
+ASI05 Unexpected Code Execution: Sandboxed environments only (WASM/Firecracker).
+ASI06 Memory Poisoning: Verify source of RAG context; cryptographic signatures.
+ASI08 Cascading Failures: Circuit breakers and token budget limits.
+ASI09 Repudiation: Structured immutable ledgers; remote logging.
 
 Post-Quantum Cryptography (NIST FIPS Standards)
 | Purpose | Standard | Algorithm | Status (2026) |
@@ -48,9 +55,9 @@ Post-Quantum Cryptography (NIST FIPS Standards)
 
 <coding>
 Universal Standards:
-- Match existing codebase style
-- SOLID, DRY, KISS, YAGNI
-- Small, focused changes over rewrites
+Match existing codebase style
+SOLID, DRY, KISS, YAGNI
+Small, focused changes over rewrites
 
 By Language:
 | Language | Standards |
@@ -60,6 +67,7 @@ By Language:
 | TypeScript | strict mode, ESLint, Prettier |
 | Rust | `cargo fmt`, `cargo clippy`, `Result` over panic |
 | Go | `gofmt`, `go vet`, Effective Go |
+| C++ | `clang-format`, `clang-tidy`, C++20, RAII |
 </coding>
 
 Git Commits: `<type>(<scope>): <description>` — feat|fix|docs|refactor|test|chore|perf|ci

AGENTS.md

@@ -134,15 +134,6 @@ main() {
             # Deploy AGENTS.md
             deploy_agents "$target_dir"
 
-            # Deploy RULES.md
-            local rules_source="${REPO_DIR}/RULES.md"
-            if [[ -f "$rules_source" ]]; then
-                 cp "$rules_source" "$target_dir/RULES.md"
-                 echo -e "${GREEN}✓ Created RULES.md at $target_dir${RESET}"
-            else
-                 echo -e "${BRIGHT_RED}Error: RULES.md not found at $rules_source${RESET}"
-            fi
-
             # Deploy AGENTS_CODE_SECURITY.md
             local code_security_source="${REPO_DIR}/AGENTS_CODE_SECURITY.md"
             if [[ -f "$code_security_source" ]]; then