Neat-Freak Knowledge Closeout
KKKKhazix/khazix-skills
Brings project docs, agent rule files, authorized memory and leftover workspace files back in line with what the code and runtime actually do at the end of a work session.
Surface relevant project memory at session start or on demand.
Install Ijfw Recall
$ npx skills add FerroxLabs/ijfw --skill ijfw-recall -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install FerroxLabs/ijfw ijfw-recall --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/FerroxLabs/ijfw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/codex/skills/ijfw-recall .claude/skills/ijfw-recall && 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 "ijfw-recall" agent skill from https://github.com/FerroxLabs/ijfw/tree/main/codex/skills/ijfw-recall into .claude/skills/ijfw-recall/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ijfw-recall", 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/FerroxLabs/ijfw/tree/main/codex/skills/ijfw-recallType 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 FerroxLabs/ijfw --skill ijfw-recall -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install FerroxLabs/ijfw ijfw-recall --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FerroxLabs/ijfw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/codex/skills/ijfw-recall .agents/skills/ijfw-recall && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ijfw-recall" agent skill from https://github.com/FerroxLabs/ijfw/tree/main/codex/skills/ijfw-recall into .agents/skills/ijfw-recall/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ijfw-recall", 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 FerroxLabs/ijfw --skill ijfw-recall -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install FerroxLabs/ijfw ijfw-recall --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FerroxLabs/ijfw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/codex/skills/ijfw-recall .cursor/skills/ijfw-recall && 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 "ijfw-recall" agent skill from https://github.com/FerroxLabs/ijfw/tree/main/codex/skills/ijfw-recall into .cursor/skills/ijfw-recall/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ijfw-recall", 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/FerroxLabs/ijfw.git --path codex/skills/ijfw-recall--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 FerroxLabs/ijfw --skill ijfw-recall -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install FerroxLabs/ijfw ijfw-recall --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FerroxLabs/ijfw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/codex/skills/ijfw-recall .gemini/skills/ijfw-recall && 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 "ijfw-recall" agent skill from https://github.com/FerroxLabs/ijfw/tree/main/codex/skills/ijfw-recall into .gemini/skills/ijfw-recall/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ijfw-recall", 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 FerroxLabs/ijfw ijfw-recallInstalls 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 FerroxLabs/ijfw --skill ijfw-recall -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/FerroxLabs/ijfw.git skills-src && mkdir -p .github/skills && cp -r skills-src/codex/skills/ijfw-recall .github/skills/ijfw-recall && 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 "ijfw-recall" agent skill from https://github.com/FerroxLabs/ijfw/tree/main/codex/skills/ijfw-recall into .github/skills/ijfw-recall/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ijfw-recall", 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 FerroxLabs/ijfw --skill ijfw-recall -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install FerroxLabs/ijfw ijfw-recall --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FerroxLabs/ijfw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/codex/skills/ijfw-recall .opencode/skills/ijfw-recall && 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 "ijfw-recall" agent skill from https://github.com/FerroxLabs/ijfw/tree/main/codex/skills/ijfw-recall into .opencode/skills/ijfw-recall/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ijfw-recall", 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
ijfw-recall- GitHub stars
- 212
- Token cost
- ~312 tokens
- SKILL.md length
- 116 words
- Files
- 1
- Skills in repo
- 38
- Repo updated
- First seen
- Licence
- MIT
At a glance
Surface relevant project memory at session start or on demand.
- Works in 4 steps: Call ijfw_memory_recall with the current… → Also call ijfw_metrics to get tier sizes… → Present findings grouped by tier → …
- Tasks that involve Agent memory
- SKILL.md covers Execution and Rules
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Ijfw Recall is an agent skill from FerroxLabs/ijfw. Surface relevant project memory at session start or on demand. Trigger: session start, 'recall', 'remember', 'what do you know', 'context', /recall
Its SKILL.md is about 310 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 Agent Workflows, covering Agent memory. The repository describes itself as: IJFW — It Just Fcking Works. Ferrox Labs' local-first infrastructure for AI coding agents: shared memory, smart routing, multi-AI cross-audits, disciplined workflow. The licence is MIT.
When your agent uses it
- Tasks that involve Agent memory
Example prompts
- “recall”
- “remember”
- “what do you know”
- “/ijfw-recall”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Call ijfw_memory_recall with the current task or goal as the query.
- Also call ijfw_metrics to get tier sizes and last-update timestamps.
- Present findings grouped by tier
- After presenting, offer in one line
What it can do on your machine
Read from SKILL.md and the folder at commit eda62f3. 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
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
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
Ijfw Recall loads about 312 tokens when it runs. Until then it costs about 40 tokens; SKILL.md has 116 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 FerroxLabs/ijfw at commit eda62f3, republished under its MIT licence (© FerroxLabs). 116 words, ~312 tokens.
Download SKILL.mdSave it as
.claude/skills/ijfw-recall/SKILL.md (or your agent's skills folder).- name
- ijfw-recall
- description
- Surface relevant project memory at session start or on demand. Trigger: session start, 'recall', 'remember', 'what do you know', 'context', /recall
Execution
Call
ijfw_memory_recallwith the current task or goal as the query. If no specific query, use the last user message or the project name.Also call
ijfw_metricsto get tier sizes and last-update timestamps.Present findings grouped by tier:
WORKING MEMORY (hot -- .ijfw/memory/)
<N> entries found
- <key>: <one-line summary> [<date>]
...
PROJECT MEMORY (project-level decisions)
- <key>: <one-line summary> [<date>]
...
NOTHING RECALLED
Clean slate -- no relevant entries found for "<query>".
Start a session to begin building memory.- After presenting, offer in one line:
<N> things recalled. Want the full text of any entry? (name it)
Rules
- Never dump raw file contents. Summarize each entry to one line.
- If memory is empty or the MCP tool is unavailable, check
.ijfw/memory/knowledge.mddirectly -- it is plain markdown. - Omit tiers with zero matches. Show "Clean slate" only when all tiers are empty.
- Do not fabricate entries. If recall returns nothing, say so clearly.
© FerroxLabs, MIT. 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 codex/skills/ijfw-recall of FerroxLabs/ijfw.
Open the folder on GitHubat commit eda62f3
Compare with similar skills
Ijfw Recall 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 |
|---|---|---|---|---|---|---|
| Ijfw Recall this skillFerroxLabs/ijfw | 212 | — | ~312 | Automated safety check: Pass | MIT | |
| Neat-Freak Knowledge CloseoutKKKKhazix/khazix-skills | 21k | — | ~1.9k | Automated safety check: Pass | MIT | |
| Beads Task Memorygastownhall/beads | 28k | — | ~1.2k | Automated safety check: Pass | MIT | |
| Reflect on Session Learningscursor/plugins | 11k | 5 repos | ~1.2k | Automated safety check: Pass | None | |
| MemPalace Memory SearchMemPalace/mempalace | 59k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Compound Learning WriterEveryInc/compound-engineering-plugin | 25k | — | ~2k | Automated safety check: Pass | MIT |
Similar skills
Beads Task Memory
gastownhall/beads
Tracks multi-session work with dependencies in the bd issue tracker so the agent can find ready tasks and recover its context after conversation compaction.
- Official
Reflect on Session Learnings
cursor/plugins
Starts three parallel reviewer subagents over the current conversation transcript, then turns their findings into concrete edits to existing skills.
MemPalace Memory Search
MemPalace/mempalace
Mines project files and conversation exports into a local, searchable memory palace and recalls past work by semantic search through the mempalace CLI.
Compound Learning Writer
EveryInc/compound-engineering-plugin
Records one solved and verified problem as a durable learning in the repository, but only when the reasoning is not already clear from the final code, tests or docs.
Session History Search
slopus/happy
Searches past Claude Code, Codex and Cursor sessions and summarizes what was worked on, tried or decided, using extraction scripts instead of reading raw logs.
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Related
Categories
Questions about Ijfw Recall
What does Ijfw Recall do?
Surface relevant project memory at session start or on demand. Ijfw Recall is an agent skill from FerroxLabs/ijfw. Surface relevant project memory at session start or on demand.
When should I use Ijfw Recall?
Ijfw Recall fits situations like: tasks that involve Agent memory.
How do I install Ijfw Recall in Claude Code?
Run `npx skills add FerroxLabs/ijfw --skill ijfw-recall -a claude-code`. Or copy the skill folder (codex/skills/ijfw-recall in FerroxLabs/ijfw) into .claude/skills/ijfw-recall in your project. Claude Code loads it when a task matches its description.
How do I install Ijfw Recall in Codex?
Run `npx skills add FerroxLabs/ijfw --skill ijfw-recall -a codex`. Or copy the skill folder (codex/skills/ijfw-recall in FerroxLabs/ijfw) into .agents/skills/ijfw-recall in your project. Codex loads it when a task matches its description.
Can I use Ijfw Recall 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 FerroxLabs/ijfw --skill ijfw-recall -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ijfw-recall, .gemini/skills/ijfw-recall, .github/skills/ijfw-recall and .opencode/skills/ijfw-recall in your project.
What does Ijfw Recall need to run?
SKILL.md names no scripts, command-line tools or credentials: Ijfw Recall is instructions for the agent only.
Does Ijfw Recall access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Ijfw Recall 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 Ijfw Recall use?
Ijfw Recall is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Ijfw Recall use?
About 312 tokens (SKILL.md is roughly 1.2k 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 Ijfw Recall?
Skills that share tags, products or a category with Ijfw Recall: Neat-Freak Knowledge Closeout (KKKKhazix/khazix-skills, 21k stars), Beads Task Memory (gastownhall/beads, 28k stars), Reflect on Session Learnings (cursor/plugins, 11k stars) and MemPalace Memory Search (MemPalace/mempalace, 59k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Ijfw Recall?
FerroxLabs (a GitHub user) maintains it in FerroxLabs/ijfw, which has 212 GitHub stars. The repository holds 38 skills in this directory. The repository was last updated on October 5, 2026.
Source: FerroxLabs/ijfw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.