SAKIZLI AI
Agentic Package29 Jul 2026 · 12 min read40 / 40Free to read · members-only download

The Agentic Operations Package

A portable operating system for traceable AI data work — canonical core, Obsidian vault, auditable workflows, skills, harness and adapters.

HarnessObsidian VaultGovernanceAgentic workEvaluation
FFurkan SakızlıAI researcher & tutor · independent
A fluent answer is not yet reliable operation. The package separates knowledge, permission, execution, review and human approval — local-first, exportable, and not bound to a single model or platform brand.

One canonical core, many adapters

Article knowledge
The AI Data Engineering series as the source: source map, decisions, data cards.
Canonical core & vault
Ten Markdown contracts plus an operational Obsidian vault as the editorial truth.
Workflows, skills & evaluations
Nine state workflows, nine skills, 27 executable evaluation contracts.
Adapters & platform kits
Short, tested adapter templates and portable kits — only the active one is installed.

Five separated levels

LevelContentRoleBoundary / gate
Knowledgecanonical core, sources, decisionsplanner · researchera source carries authority, not permission
Permissiontask contract, capability grant, data zonetool access does not broaden scope
Executionworkflows, skills, file changeexecutoronly a planned, verifiable step
Review27 evaluation contracts, review, provenancereviewera golden run is not a pilot
Approvalapproval gategatekeeperexternal/irreversible effect only after a human gate

Six portable platform kits

01IDE
IDE Operations Kit
Codex, Claude Code, Cursor, Copilot — exactly one active adapter.
02Messaging
OpenClaw Operations Kit
Incoming messages and tools over a private read-only channel.
03Agent
Hermes Operations Kit
Memory, skills and background jobs — no persistence without a registry.
04Browser
Browser Projects Kit
ChatGPT / Claude project files with the smallest source pack.
05Research
NotebookLM Research Kit
Bounded source research — one notebook, one question.
06Harness
Harness Evaluation Kit
Roles, capabilities and evals — the golden run is not a pilot.

Task contract

TASK_CONTRACT.yamlyaml
task_id: "TASK-YYYYMMDD-001"
title: ""
owner: "Furkan Sakızlı"
outcome: ""
operating_mode: "explore | design | produce | review | approval-preparation"
data_zone: "open | internal | sensitive | highly-sensitive"
sources_required: []
sources_excluded: []
scope_in: []
scope_out: []
protected_paths: []
permitted_actions: []
prohibited_actions: []
tool_allowlist: []
capability_grants: []
eval_suite_ref: ""
required_roles: []
external_action: "denied | preview-only | allow-once-after-gate"
acceptance_criteria: []
verification: []
approval_gate_id: ""
handoff_path: ""

# The contract applies only to the named task. Tool access is not
# permission; scope, zone or external effect must not grow implicitly.

What explicitly does not happen

  • no autonomous external effect, publication or deployment without a complete human gate
  • no secrets, production credentials or personal data inside the package
  • no silent equating of plan id and export number
  • no loading of all articles into every agent context
  • no adapters before the canonical core and harness are complete
  • no storing of raw chain-of-thought — only auditable evidence, decisions and tests

Core principle

A new operator recognises without the chat history: the task, state, sources, decisions, rights, test path, open gates and the next step. Tool access does not broaden a task; external or irreversible effect stays behind a visible human gate.


The building blocks in detail

01 · CANONICAL_CORElive

Canonical core

Ten versioned Markdown contracts keep the task, sources, decisions, change and approval true in one place.

10 contracts
  • Project Brief, Source Index, Decisions, Acceptance
  • Task Contract, Change Protocol, Approval Gate
  • Context Manifest, Exit & Recovery, Handoff

every task is reconstructable without chat

02 · OBSIDIAN_VAULTlive

Operational Obsidian vault

A navigable knowledge and article structure as the editorial source for all further packages.

Vault
  • HOME, MOCs and registers
  • 37 article metadata notes
  • frontmatter, data cards and templates

knowledge is linked, classified and exportable

03 · WORKFLOWSlive

Nine workflows

The operational data and change lifecycle with triggers, states, human gates, stop signals and recovery.

9 flows
  • Source Intake, Harmonisation, Knowledge Promotion
  • RAG Ingestion, Gap Analysis, Agentic File Change
  • Review & Release, Incident & Recovery, Archive & Exit

each flow has an explicit state model

04 · SKILLSlive

Nine portable skills

Platform-neutral procedure packs — part of the download, but not automatically installed in an agent environment.

9 skills · 27 eval cases
  • Source Verification, Metadata Normalisation, Provenance Trace
  • Chunking Audit, Retrieval Evaluation, Gap Detection
  • Safe File Change, Approval Preparation, Handoff Generation

each skill is structurally validated

06 · HARNESS_AND_EVALSlive

Harness & evaluations

Roles, an event loop and control surfaces separate planning, execution, review and decision.

27 eval contracts
  • five roles and an auditable event loop
  • capability registry, five data zones, default-deny tool allowlist
  • 27 executable eval contracts with fixtures and metrics

the golden run passes reproducibly

05 · PLATFORM_ADAPTERSlive

Four adapter templates

Short, native entry points that reference the canonical core and never broaden its rights.

template-tested
  • Codex (AGENTS.md) and Claude Code (CLAUDE.md)
  • Cursor (agentic-project.mdc) and Copilot
  • semantic checksum, installation tests, discovery & rollback

exactly the active adapter is installed

07 · PLATFORM_KITSlive

Six platform kits

Portable templates for IDEs, messaging agents, browser projects, research and harnesses — not installed integrations.

6 kits
  • IDE, OpenClaw and Hermes Operations
  • Browser Projects and NotebookLM Research
  • shared invariants and start boundaries

every material session ends with a handoff

Download

Agentic Operations Package — core, vault, workflows, skills, harness & kitsZIP · 172 KB · Members onlyBecome a member to download →

The full package is reserved for members. The text on this page stays free; the download (canonical core, Obsidian vault, workflows, skills, harness and adapters) opens only for signed-in members.

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