Logseq Review Workflow Eval
logseq/logseq
Compare two revisions of the Logseq logseq-review-workflow skill by running the same review prompt against isolated before and after skill snapshots, collecting both outputs, and producing a…
Reconcile the project's FPF state with recent repository changes
Install Actualize
$ npx skills add NeoLabHQ/context-engineering-kit --skill actualize -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install NeoLabHQ/context-engineering-kit actualize --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/NeoLabHQ/context-engineering-kit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/actualize .claude/skills/actualize && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "actualize" agent skill from https://github.com/NeoLabHQ/context-engineering-kit/tree/master/skills/actualize into .claude/skills/actualize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "actualize", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/NeoLabHQ/context-engineering-kit/tree/master/skills/actualizeType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add NeoLabHQ/context-engineering-kit --skill actualize -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install NeoLabHQ/context-engineering-kit actualize --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/NeoLabHQ/context-engineering-kit.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/actualize .agents/skills/actualize && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "actualize" agent skill from https://github.com/NeoLabHQ/context-engineering-kit/tree/master/skills/actualize into .agents/skills/actualize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "actualize", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add NeoLabHQ/context-engineering-kit --skill actualize -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install NeoLabHQ/context-engineering-kit actualize --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/NeoLabHQ/context-engineering-kit.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/actualize .cursor/skills/actualize && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "actualize" agent skill from https://github.com/NeoLabHQ/context-engineering-kit/tree/master/skills/actualize into .cursor/skills/actualize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "actualize", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/NeoLabHQ/context-engineering-kit.git --path skills/actualize--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add NeoLabHQ/context-engineering-kit --skill actualize -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install NeoLabHQ/context-engineering-kit actualize --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/NeoLabHQ/context-engineering-kit.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/actualize .gemini/skills/actualize && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "actualize" agent skill from https://github.com/NeoLabHQ/context-engineering-kit/tree/master/skills/actualize into .gemini/skills/actualize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "actualize", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install NeoLabHQ/context-engineering-kit actualizeInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add NeoLabHQ/context-engineering-kit --skill actualize -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/NeoLabHQ/context-engineering-kit.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/actualize .github/skills/actualize && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "actualize" agent skill from https://github.com/NeoLabHQ/context-engineering-kit/tree/master/skills/actualize into .github/skills/actualize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "actualize", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add NeoLabHQ/context-engineering-kit --skill actualize -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install NeoLabHQ/context-engineering-kit actualize --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/NeoLabHQ/context-engineering-kit.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/actualize .opencode/skills/actualize && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "actualize" agent skill from https://github.com/NeoLabHQ/context-engineering-kit/tree/master/skills/actualize into .opencode/skills/actualize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "actualize", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
actualize- GitHub stars
- 1.8k
- Token cost
- ~932 tokens
- SKILL.md length
- 277 words
- Files
- 1
- Skills in repo
- 57
- Repo updated
- First seen
- Licence
- GPL-3.0
At a glance
Reconcile the project's FPF state with recent repository changes
- Works in 6 steps: Check Git Changes → Analyze Report for Context Drift → Analyze Report for Evidence Staleness… → …
- Knowledge Management work in your project
- SKILL.md covers Action (Run-Time), File: .fpf/.baseline and When to Run
- Calls git
What it does
Actualize is an agent skill from NeoLabHQ/context-engineering-kit. Reconcile the project's FPF state with recent repository changes
Its SKILL.md is about 930 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Knowledge Management. It works with Git. The repository describes itself as: Hand-crafted Claude Code Skills focused on improving agent results quality. Compatible with OpenCode, Cursor, Antigravity, Gemini CLI, and others. Includes CodeRabbit open-source… The licence is GPL-3.0.
When your agent uses it
- Knowledge Management work in your project
Example prompts
- “/actualize”
Requirements
- Docker
Workflow steps
6 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit 23e2428. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
git
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Actualize loads about 932 tokens when it runs. Until then it costs about 19 tokens; SKILL.md has 277 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from NeoLabHQ/context-engineering-kit at commit 23e2428, republished under its GPL-3.0 licence (© NeoLabHQ). 277 words, ~932 tokens.
Download SKILL.mdSave it as
.claude/skills/actualize/SKILL.md (or your agent's skills folder).- name
- actualize
- description
- Reconcile the project's FPF state with recent repository changes
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> HEADStep 2: Analyze Report for Context Drift
Review changed files for core project configuration:
package.json,go.mod,Cargo.toml,requirements.txtDockerfile,docker-compose.yml.env.example, config files
If configuration files changed:
- Re-read project structure (README, config files)
- Compare detected context with
.fpf/context.md - Present diff to user
Ask user if they want to update
context.md
Step 3: Analyze Report for Evidence Staleness (Epistemic Debt)
- Read all evidence files in
.fpf/evidence/ - Check
carrier_reffield in each evidence file - Cross-reference with changed files from git diff
- If a referenced file changed:
- Flag the evidence as STALE
- Note which hypothesis is affected
Step 4: Analyze Report for Decision Relevance
- Read all DRR files in
.fpf/decisions/ - Trace back to source evidence and hypothesis files
- 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: abc123def456Step 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: mainWhen 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
© NeoLabHQ, GPL-3.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/actualize of NeoLabHQ/context-engineering-kit.
Open the folder on GitHubat commit 23e2428
Compare with similar skills
Actualize next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Actualize this skillNeoLabHQ/context-engineering-kit | 1.8k | — | ~932 | Automated safety check: Pass | GPL-3.0 | |
| Logseq Review Workflow Evallogseq/logseq | 45k | — | ~1k | Automated safety check: Pass | AGPL-3.0 | |
| LLM WikiCharlesHoskinson/sevenlayer | 116 | — | ~1.5k | Automated safety check: Pass | Custom licence | |
| Open Pagepricklywiggles/niamos | 192 | — | ~939 | Automated safety check: Pass | None | |
| Memex Synciamtouchskyer/memex | 143 | — | ~533 | Automated safety check: Pass | MIT | |
| Turingdb GraphClawBio/ClawBio | 1.2k | 1 repos | ~4.2k | Automated safety check: Pass | MIT |
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Related
Works with
Categories
Questions about Actualize
What does Actualize do?
Reconcile the project's FPF state with recent repository changes. Actualize is an agent skill from NeoLabHQ/context-engineering-kit.
When should I use Actualize?
Actualize fits situations like: knowledge Management work in your project.
How do I install Actualize in Claude Code?
Run `npx skills add NeoLabHQ/context-engineering-kit --skill actualize -a claude-code`. Or copy the skill folder (skills/actualize in NeoLabHQ/context-engineering-kit) into .claude/skills/actualize in your project. Claude Code loads it when a task matches its description.
How do I install Actualize in Codex?
Run `npx skills add NeoLabHQ/context-engineering-kit --skill actualize -a codex`. Or copy the skill folder (skills/actualize in NeoLabHQ/context-engineering-kit) into .agents/skills/actualize in your project. Codex loads it when a task matches its description.
Can I use Actualize in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add NeoLabHQ/context-engineering-kit --skill actualize -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/actualize, .gemini/skills/actualize, .github/skills/actualize and .opencode/skills/actualize in your project.
What does Actualize need to run?
Going by SKILL.md and its folder, Actualize needs the command-line tools its instructions call (git). Our summary lists: Docker.
Does Actualize access the network?
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Actualize safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Actualize use?
Actualize is published under the GPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Actualize use?
About 932 tokens (SKILL.md is roughly 3.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Actualize?
Skills that share tags, products or a category with Actualize: Logseq Review Workflow Eval (logseq/logseq, 45k stars), LLM Wiki (CharlesHoskinson/sevenlayer, 116 stars), Open Page (pricklywiggles/niamos, 192 stars) and Memex Sync (iamtouchskyer/memex, 143 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Actualize?
NeoLabHQ (a GitHub organization) maintains it in NeoLabHQ/context-engineering-kit, which has 1,750 GitHub stars. The repository holds 57 skills in this directory. The repository was last updated on August 26, 2026.
Source: NeoLabHQ/context-engineering-kit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.