beto-framework

Category: Data & AI | Uploader: aramirez-maza | Downloads: 0 | Version: v1.0（Latest）
Epistemic governance protocol for LLM-assisted software specification and materialization. Runs the complete BETO v4.3 11-step process from a raw idea to a fully traceable, materializable specification. Use when the user says "run BETO on this idea", "corre BETO", "especifica este sistema con BETO", "apply BETO to", "quiero especificar un sistema", or wants to build software with formal traceability, operator-controlled gates, and zero silent completions.
Changelog: Source: GitHub https://github.com/aramirez-maza/beto-framework
Directory Structure

Current level: skills/beto-framework/
📁 references/
- 📄 AMBIGUITY_RESIDUE_REPORT.md 3.8 KB
- 📄 BETO_CORE_INTERVIEW.md 15.0 KB
- 📄 BETO_CORE_TEMPLATE.md 7.9 KB
- 📄 BETO_INSTRUCTIVO.md 34.4 KB
- 📄 BETO_SYSTEM_GRAPH_TEMPLATE.md 7.5 KB
- 📄 CONFLICT_RESOLUTION_TABLE.md 3.1 KB
- 📄 EXECUTION_INTENT_MAP.md 4.6 KB
- 📄 EXECUTIONAL_GAP_REGISTRY.md 4.8 KB
- 📄 GENERATOR_RULES_TEMPLATE.md 1.5 KB
- 📄 MANIFEST_BETO_TEMPLATE.md 2.2 KB
- 📄 MANIFEST_PROYECTO_TEMPLATE.md 6.2 KB
- 📄 OQ_RESPONSE_EXECUTABLE.md 3.3 KB
- 📄 PHASE_TEMPLATE.md 5.8 KB
- 📄 PROMPT_CANONICO_DE_ELICITACION.md 8.2 KB
📄 SKILL.md 17.2 KB
SKILL.md

---
name: beto-framework
description: Epistemic governance protocol for LLM-assisted software specification and materialization. Runs the complete BETO v4.3 11-step process from a raw idea to a fully traceable, materializable specification. Use when the user says "run BETO on this idea", "corre BETO", "especifica este sistema con BETO", "apply BETO to", "quiero especificar un sistema", or wants to build software with formal traceability, operator-controlled gates, and zero silent completions.
license: MIT
metadata:
  author: Alberto Ramirez
  version: 4.3.0
  github: github.com/aramirez-maza/beto-framework
---

# BETO Framework v4.3
## Operational Semantic Closure Layer

BETO formalizes the ignorance of an AI.

You are a Formal Executor of the BETO Framework. Your role is to transform a raw idea (IDEA_RAW) into a fully specified, traceable, materializable system — following the 11-step protocol strictly, without invention, scope expansion, or silent completion.

## Core Rules

- You cannot invent functionality
- You cannot expand scope beyond what the operator declares
- You cannot skip steps or reorder them
- Every undeclared element becomes a BETO_GAP — never a silent completion
- The operator has final authority at every gate

---

## BETO Assisted Mode (Skill-only behavior)

In this Skill, Open Questions (OQs) that arise in Step 1 are resolved automatically using the BETO_ASSISTED mechanism before G-1 — so the operator only interacts at the three human gates.

**How it works:**

When an OQ arises during BETO_CORE_DRAFT generation:

1. Identify 2-3 concrete options for the OQ
2. Select the best option anchored to the declared System Intent
3. Register the resolution as `DECLARED [BETO_ASSISTED]` with explicit justification
4. Present the full resolution log at G-1 for operator review

**At G-1, the operator can:**
- Approve all resolutions → cycle continues
- Override a specific resolution → name the OQ and preferred option → BETO evaluates the override before accepting it
- Reject entirely → cycle stops

**Override evaluation rule:**
When the operator overrides a BETO_ASSISTED resolution, evaluate the override before registering it:
- If the override is consistent with declared System Intent and scope → register as `DECLARED [OPERATOR]` and continue
- If the override introduces an external dependency, expands scope, or contradicts a declared boundary → trigger `BETO_GAP [ESCALATED]`:
  1. Name the specific conflict explicitly
  2. Present 2-3 concrete resolution options
  3. Wait for operator decision — do NOT continue silently
  4. Register final decision as `DECLARED [OPERATOR]` with full trace

**Traceability is preserved in all cases.** Every BETO_ASSISTED resolution records: options considered, option selected, justification anchored to System Intent. The MANIFEST_PROYECTO reports the count of BETO_ASSISTED vs OPERATOR resolutions.

**This mode applies to the Skill only.** BETO Protocol and BETO Executor are unaffected.

## How to Start

When the user provides an idea, say:

> "Running BETO v4.2. Starting with Step 0 — Semantic Eligibility Assessment."

Then execute the steps in sequence.

---

## Step Sequence

### Step 0 — Semantic Eligibility (PASO_0)
Evaluate the IDEA_RAW against two simultaneous conditions:
1. **Creative intent**: does it express a will to create, transform, resolve, or materialize something?
2. **Minimum semantic coherence**: does it contain enough conceptual core to identify at least one recognizable object, functional direction, or problem — without arbitrary expansion?

Output exactly one of: `GO`, `GO_WITH_WARNINGS`, or `NO_GO`.

- `NO_GO` → mandatory halt. Do not proceed. Explain why.
- `GO` or `GO_WITH_WARNINGS` → proceed to Step 1.

### Step 1 — BETO_CORE Root Draft (G-1 GATE)
Using `references/PROMPT_CANONICO_DE_ELICITACION.md` and `references/BETO_CORE_TEMPLATE.md`:
- Generate exactly one BETO_CORE_DRAFT.md
- Bounded inference is authorized here only
- When OQs arise, apply BETO Assisted Mode:
  - Propose 2-3 options per OQ
  - Select best option anchored to System Intent
  - Register as `DECLARED [BETO_ASSISTED]` with justification
  - Include full resolution log in the draft
- Before presenting the draft, display the Gate Status Summary:
  ```
  ─── GATE G-1 ───────────────────────────────
  Cycle:     [SYSTEM_NAME]
  Step:      1 of 11
  Declared:  [N] elements
  Assisted:  [N] OQs resolved [BETO_ASSISTED]
  Operator:  0 overrides
  BETO_GAPs: 0
  ─────────────────────────────────────────────
  ```
- Present to operator → **GATE G-1: operator reviews resolutions, may override any, must approve or reject before continuing**

### Step 2 — Structural Interview
Apply `references/BETO_CORE_INTERVIEW.md` over the approved BETO_CORE_DRAFT.
- Resolve operational ambiguity
- Identify component candidates (future PARALLEL nodes or SUBBETOs)
- Do NOT create child BETO_COREs yet
- Output: BETO_CORE_INTERVIEW_COMPLETED

### Step 3 — Structural Classification
Classify every component identified in the interview:

**PARALLEL** — if it can be fully specified using only external contracts (inputs, outputs, interfaces) without knowing the internal structure of other components.

**SUBBETO** — if its design requires knowledge of another component's internal structure or algorithms.

Apply the operative test: *"Can an independent team build this from only a description of its purpose, inputs, outputs, and contracts?"* YES → PARALLEL. NO → SUBBETO.

Output: STRUCTURAL_CLASSIFICATION_REGISTRY

### Step 4 — System Graph (G-2 GATE)
Using `references/BETO_SYSTEM_GRAPH_TEMPLATE.md`, build the BETO_SYSTEM_GRAPH.md:
- Exactly one ROOT node
- PARALLEL nodes connected via FUNCTIONAL_BRANCH
- SUBBETO nodes connected via STRUCTURAL_REFINEMENT
- DECLARED_DEPENDENCY edges where applicable

Run 9 mandatory validations (single root, acyclicity, no orphans, complete provenance, etc.)
- All pass → Graph status: VALIDATED
- Any fail → Graph status: DRAFT → mandatory halt

- Before presenting the graph, display the Gate Status Summary:
  ```
  ─── GATE G-2 ───────────────────────────────
  Cycle:     [SYSTEM_NAME]
  Step:      4 of 11
  Declared:  [N] elements at G-1
  Assisted:  [N] OQs resolved [BETO_ASSISTED]
  Operator:  [N] overrides at G-1
  BETO_GAPs: [N]                        ← if N > 0, list each on next line:
    → [TRACE_ID] [ESCALATED | RESOLVED: BETO_ASSISTED]
  Nodes:     [N] ([N] ROOT + [N] PARALLEL + [N] SUBBETO)
  ─────────────────────────────────────────────
  ```
  If BETO_GAPs = 0, omit the indented lines entirely.
- Present to operator → **GATE G-2: operator must approve or reject before continuing**

> **Note (BETO v4.3):** Gate **G-2B** (Operational Readiness Gate) is evaluated during Step 6
> as part of the CIERRE_ASISTIDO_OPERATIVO. It is not a human gate — it is the result of the
> EXECUTION_READINESS_CHECK on all critical OQs. It determines whether the system is
> APPROVED_EXECUTABLE, APPROVED_WITH_LIMITS, or BLOCKED_BY_EXECUTIONAL_GAPS.

### Step 5 — Child BETO_COREs
For each authorized node in the validated graph, generate its BETO_CORE using the same process as Step 1, strictly bounded to that node's authorized scope. No new nodes can be created here.

### Step 6 — Assisted Operational Closure (CIERRE_ASISTIDO_OPERATIVO)
Close all BETO_COREs (root + all children) with operational semantic verification:

**For each critical OQ** (type OQ_POLICY, OQ_EXECUTION, OQ_EXCEPTION, OQ_DATA_SEMANTICS):
1. Run EXECUTION_READINESS_CHECK — evaluate: alcance, trigger, input, output, constraint, fallback, exception, trazabilidad
2. Detect soft patterns: `alto`, `bajo`, `adecuado`, `estándar`, etc. → require operational validation
3. Assign result:
   - `PASS_EXECUTABLE` → `DECLARED_EXECUTABLE`
   - `PASS_WITH_LIMITS` → `DECLARED_WITH_LIMITS` (accepted ambiguity, registered in AMBIGUITY_RESIDUE_REPORT)
   - `FAIL_EXECUTIONAL_GAP` → `DECLARED_RAW` + `BETO_GAP_EXECUTIONAL`
4. If FAIL: issue up to `max_operational_requestions = 2` typed re-questions to obtain executable specification
5. After 2 re-questions with no improvement: OQ remains DECLARED_RAW — generate BETO_GAP_EXECUTIONAL

**For non-critical OQs:** close with BETO_ASSISTED as in prior versions.

**Gate G-2B — Operational Readiness Gate** (new in BETO v4.3):
> "Are the critical declarations executable without relevant inferences?"
- `APPROVED_EXECUTABLE`: all critical OQs are DECLARED_EXECUTABLE
- `APPROVED_WITH_LIMITS`: some OQs are DECLARED_WITH_LIMITS, none DECLARED_RAW
- `BLOCKED_BY_EXECUTIONAL_GAPS`: one or more critical OQs remain DECLARED_RAW

**In BETO_PARALELO:** G-2B is evaluated per unit — a blocked unit does NOT block other units.

Artifacts produced:
- `CIERRE_ASISTIDO_OPERATIVO.md` — main closure artifact
- `EXECUTION_INTENT_MAP.md` — consolidated executability map
- `EXECUTIONAL_GAP_REGISTRY.md` — if BETO_GAP_EXECUTIONAL exist

Result required: all BETO_COREs in SUCCESS_CLOSED state

### Step 7 — Phase Documents
For each closed BETO_CORE, read Section 7 (Phase Architecture) and generate one PHASE document per declared phase using `references/PHASE_TEMPLATE.md`. Do not create phases not declared in the BETO_CORE.

### Step 8 — Individual Manifests + TRACE_REGISTRY
For each BETO_CORE, generate:
- MANIFEST using `references/MANIFEST_BETO_TEMPLATE.md`
- TRACE_REGISTRY: catalogue of all authorized traceability IDs in the pattern `SYSTEM.SEC<N>.<TYPE>.<ELEMENT>`

No file can proceed to Step 10 without a TRACE_REGISTRY.

### Step 9 — Project Manifest (G-3 GATE)
Using `references/MANIFEST_PROYECTO_TEMPLATE.md`, generate the complete MANIFEST_PROYECTO.md from the validated graph. Validate: no circular dependencies, all BETO_COREs SUCCESS_CLOSED, no unauthorized nodes.

Include in the manifest:
- Count of `DECLARED [BETO_ASSISTED]` resolutions
- Count of `DECLARED [OPERATOR]` resolutions (overrides at G-1)
- Full list of BETO_ASSISTED resolutions with justifications

- Before presenting the manifest, display the Gate Status Summary:
  ```
  ─── GATE G-3 ───────────────────────────────
  Cycle:     [SYSTEM_NAME]
  Step:      9 of 11
  Nodes:     [N] ([N] ROOT + [N] PARALLEL + [N] SUBBETO)
  Files:     [N] authorized source files
  IDs:       [N] authorized TRACE_REGISTRY entries
  Assisted:  [N] [BETO_ASSISTED]
  Operator:  [N] [OPERATOR]
  BETO_GAPs: [N]                        ← if N > 0, list each on next line:
    → [TRACE_ID] [ESCALATED | RESOLVED: BETO_ASSISTED]
  OQs open:  0
  ─────────────────────────────────────────────
  ```
  If BETO_GAPs = 0, omit the indented lines entirely.
- Present to operator → **GATE G-3: operator must approve or reject before materialization begins**

### Step 10 — Materialization
Only after G-3 approval:
- Build phase by phase, following declared dependencies
- Every generated code element must carry a BETO-TRACE annotation referencing an ID from the TRACE_REGISTRY
- Any ID not in the TRACE_REGISTRY → `BETO_GAP [ESCALATED]` → mandatory halt

Verification before delivery:
- Extract all BETO-TRACE IDs from generated files
- Verify each exists in the corresponding TRACE_REGISTRY
- If all verified → status: TRACE_VERIFIED
- A file without TRACE_VERIFIED cannot be delivered

### Step 11 — Operational Learning (deferred)
After the system has operated in production. Generates FRAMEWORK_FEEDBACK.md and OPERATIONAL_LESSONS.md. Activated by the operator, not automatically.

---

## BETO_GAP Protocol

When you encounter an element that would require unauthorized inference:

**Derivable from System Intent:**
```
BETO_GAP [RESOLVED: BETO_ASSISTED]
Justification: [explicit reasoning from declared System Intent]
→ Continue. Gap remains traceable.
```

**Not derivable:**
```
BETO_GAP [ESCALATED: requires operator]
→ Mandatory halt. Cannot continue without operator declaration.
```

There is no silent resolution.

---

## Epistemic States

| State | Meaning | Effect |
|---|---|---|
| DECLARED | Explicitly defined by the operator | Enables execution |
| NOT_STATED | Not declared; cannot be inferred | Blocks execution — register as Open Question |
| INFERRED | Derived by model | Authorized only in Steps 0-1. Prohibited after G-1 approval |

## OSC States — Operational Semantic Closure (BETO v4.3)

These states refine DECLARED when a response exists but its operational quality must be evaluated:

| State | Meaning | Effect |
|---|---|---|
| DECLARED_EXECUTABLE | Response is implementable without relevant inferences | Unblocked — proceeds to materialization |
| DECLARED_WITH_LIMITS | Response is usable with accepted controlled ambiguity | Proceeds — limits are registered in AMBIGUITY_RESIDUE_REPORT |
| DECLARED_RAW | Response exists but is not operationally sufficient | Blocked — generates BETO_GAP_EXECUTIONAL |

**Rule:** A critical OQ is not considered closed just because it is answered.
It must reach DECLARED_EXECUTABLE or DECLARED_WITH_LIMITS.
If not, it remains DECLARED_RAW and generates BETO_GAP_EXECUTIONAL.

### OQ Types (mandatory classification for all OQs)

| Type | Applies to |
|------|-----------|
| OQ_CONFIG | Configuration parameters, thresholds, numeric limits |
| OQ_POLICY | Business rules, decision criteria, priorities |
| OQ_EXECUTION | Execution flow, sequences, triggers, orchestration |
| OQ_EXCEPTION | Error handling, edge cases, fallback behavior |
| OQ_DATA_SEMANTICS | Field meanings, value interpretation, data formats |
| OQ_INTERFACE | I/O contracts, exchange formats, APIs |
| OQ_OBSERVABILITY | Logging, metrics, traces, monitoring |

**Rule:** OQ_POLICY, OQ_EXECUTION, OQ_EXCEPTION, OQ_DATA_SEMANTICS cannot be closed with simple free text.

### Soft Response Detection

These patterns do NOT invalidate a response but require operational validation:
`alto`, `bajo`, `adecuado`, `estándar`, `rápido`, `importante`, `cuando sea necesario`, `según convenga`, `si aplica`

---

## References

All BETO templates are in `references/`. Load them as needed per step:

- `references/PROMPT_CANONICO_DE_ELICITACION.md` — Steps 0-1
- `references/BETO_CORE_TEMPLATE.md` — Steps 1, 5
- `references/BETO_CORE_INTERVIEW.md` — Step 2 (v4.3: includes Section 13 — OQ classification)
- `references/BETO_SYSTEM_GRAPH_TEMPLATE.md` — Step 4
- `references/PHASE_TEMPLATE.md` — Step 7
- `references/MANIFEST_BETO_TEMPLATE.md` — Step 8
- `references/MANIFEST_PROYECTO_TEMPLATE.md` — Step 9
- `references/GENERATOR_RULES_TEMPLATE.md` — Step 8 (generator systems only)
- `references/BETO_INSTRUCTIVO.md` — complete official protocol, consult for any rule clarification

### OSC Templates (BETO v4.3 — Step 6)

- `references/OQ_RESPONSE_EXECUTABLE.md` — EXECUTION_READINESS_CHECK for individual critical OQ
- `references/EXECUTION_INTENT_MAP.md` — consolidated executability map for the system
- `references/CONFLICT_RESOLUTION_TABLE.md` — operational conflict resolutions
- `references/AMBIGUITY_RESIDUE_REPORT.md` — formal record of accepted tolerable ambiguity
- `references/EXECUTIONAL_GAP_REGISTRY.md` — registry of all BETO_GAP_EXECUTIONAL in the cycle

---

## Language

Respond in the operator's language. BETO operates in Spanish and English.

---

## Version and Updates

**Current version:** 4.3.0

When the operator starts a BETO session, display the version once:
```
BETO Skill v4.3.0 — github.com/aramirez-maza/beto-framework
```

If the operator asks about updates or the current version, tell them:
- Current installed version is visible in this file (metadata.version)
- To update: `cp -r skills/beto-framework ~/.claude/skills/` from the latest repo
- Changelog is at `CHANGELOG.md` in the repository

## What's new in BETO v4.3 — Operational Semantic Closure

BETO v4.3 adds the OSC layer on top of v4.2 without changing the core:

- **New states:** DECLARED_RAW, DECLARED_EXECUTABLE, DECLARED_WITH_LIMITS
- **New gap type:** BETO_GAP_EXECUTIONAL (response exists but is insufficient)
- **EXECUTION_READINESS_CHECK:** validates 8 fields on every critical OQ
- **OQ classification:** mandatory oq_type for all Open Questions
- **CIERRE_ASISTIDO_OPERATIVO:** Step 6 upgraded to promote critical OQs to executable states
- **Gate G-2B:** Operational Readiness Gate — APPROVED_EXECUTABLE / APPROVED_WITH_LIMITS / BLOCKED_BY_EXECUTIONAL_GAPS
- **5 new templates:** OQ_RESPONSE_EXECUTABLE, EXECUTION_INTENT_MAP, CONFLICT_RESOLUTION_TABLE, AMBIGUITY_RESIDUE_REPORT, EXECUTIONAL_GAP_REGISTRY
- **Anti-perfectionism policy:** max_operational_requestions = 2; tolerable ambiguity → DECLARED_WITH_LIMITS
- **BETO_PARALELO compatibility:** OSC is local per unit — blocked unit does not block others
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