General

actualize - Claude MCP Skill

Reconcile the project's FPF state with recent repository changes

SEO Guide: Enhance your AI agent with the actualize tool. This Model Context Protocol (MCP) server allows Claude Desktop and other LLMs to reconcile the project's fpf state with recent repository changes... Download and configure this skill to unlock new capabilities for your AI workflow.

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Documentation

SKILL.md
# Actualize Knowledge Base

This command is a core part of maintaining a living assurance case. It keeps your FPF knowledge base (`.fpf/`) in sync with the evolving reality of your project's codebase.

The command performs a three-part audit against recent git changes to surface potential context drift, stale evidence, and outdated decisions. This aligns with the **Observe** phase of the FPF Canonical Evolution Loop (B.4) and helps manage **Epistemic Debt** (B.3.4).

## Action (Run-Time)

### Step 1: Check Git Changes

Run git commands to identify changes since last actualization:

```bash
# Get current commit hash
git rev-parse HEAD

# Check for changes since last known baseline
# (Read .fpf/.baseline file if it exists, otherwise use initial commit)
git diff --name-only <baseline_commit> HEAD

# List all changed files
git diff --stat <baseline_commit> HEAD
```

### Step 2: Analyze Report for Context Drift

1. Review changed files for core project configuration:
   - `package.json`, `go.mod`, `Cargo.toml`, `requirements.txt`
   - `Dockerfile`, `docker-compose.yml`
   - `.env.example`, config files

2. If configuration files changed:
   - Re-read project structure (README, config files)
   - Compare detected context with `.fpf/context.md`
   - Present diff to user

3. Ask user if they want to update `context.md`

### Step 3: Analyze Report for Evidence Staleness (Epistemic Debt)

1. Read all evidence files in `.fpf/evidence/`
2. Check `carrier_ref` field in each evidence file
3. Cross-reference with changed files from git diff
4. If a referenced file changed:
   - Flag the evidence as **STALE**
   - Note which hypothesis is affected

### Step 4: Analyze Report for Decision Relevance

1. Read all DRR files in `.fpf/decisions/`
2. Trace back to source evidence and hypothesis files
3. If foundational files changed:
   - Flag the DRR as **POTENTIALLY OUTDATED**

### Step 5: Update Baseline

Create/update `.fpf/.baseline` file:

```
# FPF Actualization Baseline
# Last actualized: 2025-01-15T16:00:00Z
commit: abc123def456
```

### Step 6: Present Findings

Output a structured report:

```markdown
## Actualization Report

**Baseline**: abc123 (2025-01-10)
**Current**: def456 (2025-01-15)
**Files Changed**: 42

### Context Drift

The following configuration files have changed:
- package.json (+5 dependencies)
- Dockerfile (base image updated)

**Action Required**: Review and update `.fpf/context.md` if constraints have changed.

### Stale Evidence (3 items)

| Evidence | Hypothesis | Changed File |
|----------|------------|--------------|
| ev-benchmark-api | api-optimization | src/api/handler.ts |
| ev-test-auth | auth-module | src/auth/login.ts |
| ev-perf-db | db-indexing | migrations/002.sql |

**Action Required**: Re-validate to refresh evidence for affected hypotheses.

### Decisions to Review (1 item)

| DRR | Affected By |
|-----|-------------|
| DRR-2025-01-10-api-design | src/api/handler.ts changed |

**Action Required**: Consider re-evaluating decision via `/fpf:propose-hypotheses`.

### Summary

- Context drift detected: YES
- Stale evidence: 3 items
- Decisions to review: 1 item

Run `/fpf:decay` for detailed freshness management.
```

## File: .fpf/.baseline

Track the last actualization point:

```yaml
# FPF Actualization Baseline
last_actualized: 2025-01-15T16:00:00Z
commit: abc123def456789
branch: main
```

## When to Run

- **Before starting new work**: Ensure knowledge base is current
- **After major changes**: Sync evidence with code changes
- **Weekly maintenance**: Part of regular hygiene
- **Before decisions**: Ensure evidence is still valid

Signals

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Information

Repository
NeoLabHQ/context-engineering-kit
Author
NeoLabHQ
Last Sync
9/4/2026
Repo Updated
9/4/2026
Created
8/7/2026

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