The Ledger: Institutional Memory of the Gangsta Agents Family

Overview

The Ledger is the Gangsta Agents Family's persistent memory. It stores successful reasoning pathways (Insights), documented failures (Fails), and accumulated governance rules (the Project Constitution). Every Heist reads from and writes to the Ledger.

Directory Structure

The Ledger lives in the target project, NOT in the gangsta package:

docs/gangsta/
├── constitution.md             # Project Constitution (living document)
├── insights/                   # Repository of Insights (Good Catches)
│   └── YYYY-MM-DD-<topic>.md
└── fails/                      # Repository of Fails (Concrete Shoes)
    └── YYYY-MM-DD-<topic>.md

Initializing the Ledger

If docs/gangsta/ does not exist in the target project, create it:

mkdir -p docs/gangsta/insights docs/gangsta/fails

Create an initial docs/gangsta/constitution.md:

# Project Constitution

## Commandments (from Insights)
_No commandments yet. They will be added as Heists produce insights._

## Negative Constraints (from Fails)
_No constraints yet. They will be added as Heists document failures._

## Architectural Decisions
_No decisions recorded yet._

Writing an Insight

Criteria: Record when a solution bypasses a complex constraint, discovers a non-obvious approach, or establishes a new Project Commandment.

File: docs/gangsta/insights/YYYY-MM-DD-<topic-slug>.md

---
date: YYYY-MM-DD
heist: <heist-name>
phase: <phase-where-discovered>
tags: [tag1, tag2, tag3]
---

# <Title: Short description of the insight>

## Discovery
<How the insight was found — which phase, what triggered it>

## Solution
<The successful reasoning pathway or creative solution>

## Project Commandment
<If applicable: a new rule to add to the Constitution>
<If not applicable: omit this section>

After writing, update docs/gangsta/constitution.md:

• Add the commandment (if any) to the "Commandments" section
• Include source reference: — Source: insights/YYYY-MM-DD-<topic>.md

Writing a Fail

Criteria: Record when an approach caused regressions, security gaps, wasted time, or led to incorrect implementation.

File: docs/gangsta/fails/YYYY-MM-DD-<topic-slug>.md

---
date: YYYY-MM-DD
heist: <heist-name>
phase: <phase-where-occurred>
tags: [tag1, tag2, tag3]
severity: critical | high | medium | low
---

# <Title: Short description of the failure>

## What Happened
<Description of the failure and its observable impact>

## Cognitive Diagnosis
<Causal mechanism explaining WHY the failure occurred — not just what went wrong, but the reasoning error that led to it>

## Negative Constraint
<The explicit prohibition: "NEVER [prohibited pattern] because [reason]">

After writing, update docs/gangsta/constitution.md:

• Add the negative constraint to the "Negative Constraints" section
• Include source reference: — Source: fails/YYYY-MM-DD-<topic>.md

Reading the Ledger

During Reconnaissance

Search insights/ and fails/ for entries with tags matching the current Heist topic. Present relevant entries in the Reconnaissance Dossier.

During The Grilling

The Devils-Advocate MUST check all Negative Constraints before accepting any proposal. If a proposal violates a Negative Constraint, it is automatically rejected.

During The Sit-Down

The Underboss references Commandments when drafting the Contract. Every relevant Commandment must be cited in the Contract.

During The Hit

Workers check Negative Constraints before implementation. If a Work Package would violate a constraint, the Worker escalates to the Crew Lead.

During Laundering

New insights and fails from the Heist are written. The Constitution is updated.

Omerta Compliance

• Rule of Truth: All Ledger entries cite specific phases, heists, and observable evidence
• Rule of Availability: Ledger files are committed to git after every update
• Spec is Law: Negative Constraints in the Constitution are binding on all future Heists