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Skills/neolabhq/context-engineering-kit/actualize
actualize logo

actualize

neolabhq/context-engineering-kit
590 installs1K stars
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Installation

npx skills add https://github.com/neolabhq/context-engineering-kit --skill actualize

Summary

Reconcile the project's FPF state with recent repository changes

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command performs a three-part audit against recent git changes to surface potential context drift, stale evidence, and outdated decisions.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:

# 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
  1. If configuration files changed:
  • Re-read project structure (README, config files)
  • Compare detected context with .fpf/context.md
  • Present diff to user
  1. 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  • Flag the DRR as POTENTIALLY OUTDATED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:

## 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:

# 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

Score

0–100
65/ 100

Grade

C

Popularity17/30

590 installs — growing adoption. Source repo has 1,109 GitHub stars.

Completeness27/30

Documented: full SKILL.md body, description, one-line install. Missing: category/license metadata.

Trust15/25

Community skill with a public GitHub source repository you can review.

Freshness6/15

No update timestamp is tracked for this skill in our catalog.

Scored automatically from popularity, completeness, trust, and freshness — computed only from data in our catalog, never fabricated.

Proud of your score? Add this badge to your README.

Paste a snippet into your GitHub README. The badge updates automatically and links back to this page.

Actualize skill score badge previewScore badge

Markdown

[![Actualize skill](https://www.remoteopenclaw.com/skills/neolabhq/context-engineering-kit/actualize/badges/score.svg)](https://www.remoteopenclaw.com/skills/neolabhq/context-engineering-kit/actualize)

HTML

<a href="https://www.remoteopenclaw.com/skills/neolabhq/context-engineering-kit/actualize"><img src="https://www.remoteopenclaw.com/skills/neolabhq/context-engineering-kit/actualize/badges/score.svg" alt="Actualize skill"/></a>

Actualize FAQ

How do I install the Actualize skill?

Run “npx skills add https://github.com/neolabhq/context-engineering-kit --skill actualize” in your terminal. The skill is added to your agent's skills directory and picked up automatically on the next run — no restart or extra configuration needed.

What does the Actualize skill do?

Reconcile the project's FPF state with recent repository changes The full SKILL.md on this page shows the exact instructions the skill gives your agent.

Is the Actualize skill free?

Yes. Actualize is a free, open-source skill published from neolabhq/context-engineering-kit. As with any third-party skill, review the source repository before installing it into an agent with sensitive access.

Does Actualize work with Claude Code and OpenClaw?

Yes. Skills use the portable SKILL.md format, so Actualize works with Claude Code, OpenClaw, Codex, Hermes, and any other agent that reads SKILL.md skills.

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