Agent skill

Ijfw Milestone Summary

by FerroxLabs in FerroxLabs/ijfw

A skill your agent uses when the user asks for a milestone summary, milestone recap, or to summarize a milestone -- or runs /ijfw-milestone-summary.

MITAuto-check passedProduct & Project Management

Install Ijfw Milestone Summary

skills CLI
$ npx skills add FerroxLabs/ijfw --skill ijfw-milestone-summary -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install FerroxLabs/ijfw ijfw-milestone-summary --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/FerroxLabs/ijfw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/claude/skills/ijfw-milestone-summary .claude/skills/ijfw-milestone-summary && rm -rf skills-src

Use ~/.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/

Facts

Skill name
ijfw-milestone-summary
GitHub stars
212
Token cost
~1.5k tokens
SKILL.md length
692 words
Files
1
Skills in repo
38
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when the user asks for a milestone summary, milestone recap, or to summarize a milestone -- or runs /ijfw-milestone-summary.

  • Works in 7 steps: Resolve milestone → Inventory artifacts → Synthesize → …
  • The user asks for a milestone summary
  • SKILL.md covers Step 1 -- Resolve milestone, Step 2 -- Inventory artifacts, Step 3 -- Synthesize and Step 4 -- Stats footer (only…, plus 4 more sections
  • Calls git

What it does

Ijfw Milestone Summary is an agent skill from FerroxLabs/ijfw. Use when the user asks for a milestone summary, milestone recap, or to summarize a milestone -- or runs /ijfw-milestone-summary. Trigger: 'milestone summary', 'summarize milestone', 'milestone recap', 'onboard someone to this release', 'what shipped in v<X', invoked by ijfw-complete-milestone.

Its SKILL.md is about 1.5k 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 Product & Project Management, covering Project management. It works with Git. 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

  • The user asks for a milestone summary
  • Milestone recap
  • Summarize a milestone --
  • Runs /ijfw-milestone-summary

Example prompts

  • “milestone summary”
  • “summarize milestone”
  • “milestone recap”
  • “/ijfw-milestone-summary”

Workflow steps

7 steps, taken from the step headings in SKILL.md.

  1. Resolve milestone
  2. Inventory artifacts
  3. Synthesize
  4. Stats footer (only if git data available)
  5. Length & tone gate
  6. Write & commit
  7. Output to caller

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

    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

Ijfw Milestone Summary loads about 1.5k tokens when it runs. Until then it costs about 80 tokens; SKILL.md has 692 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~80
When it runs · the whole SKILL.md, loaded when a task matches
~1.5k

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). 692 words, ~1,531 tokens.

Download SKILL.mdSave it as .claude/skills/ijfw-milestone-summary/SKILL.md (or your agent's skills folder).
name
ijfw-milestone-summary
description
Use when the user asks for a milestone summary, milestone recap, or to summarize a milestone -- or runs /ijfw-milestone-summary. Trigger: 'milestone summary', 'summarize milestone', 'milestone recap', 'onboard someone to this release', 'what shipped in v<X>', invoked by ijfw-complete-milestone.
since
1.5.0

Produce an onboarding doc for someone joining mid-stream. Output: .planning/<milestone>/SUMMARY.md.

Domain-agnostic: "what shipped" means chapters drafted for a book, launches that landed for a campaign, features released for software, episodes recorded for a podcast. Adapt the noun to the project type.

Step 1 -- Resolve milestone

Argument is the milestone slug (e.g. 1.5.0, q2-launch, book-draft-2). If absent:

  1. Read .ijfw/state/workflow.json -- use the current milestone field.
  2. Else read .planning/ROADMAP.md -- pick the active milestone.
  3. Else list directories under .planning/ and ask which one.

Set MS="<resolved-slug>". Set OUT=".planning/${MS}/SUMMARY.md".

Step 2 -- Inventory artifacts

Read whatever exists, skip whatever doesn't. Missing files are normal -- the doc adapts.

  • .planning/ROADMAP.md -- scope, dates, status of each item.
  • .planning/${MS}/SUMMARY.md -- prior version (overwrite guard, see Step 6).
  • .planning/${MS}/**/SUMMARY.md -- per-item outcomes.
  • .planning/${MS}/**/LEARNINGS.md -- per-item decisions (written by ijfw-extract-learnings / C06).
  • .planning/${MS}/**/VERIFICATION.md -- gaps, deferred items.
  • CHANGELOG.md -- the ${MS} entry if present.
  • Git log for the milestone tag range:
    • If v${MS} tag exists: git log --oneline v${MS} and git log v${MS}~1..v${MS} --stat.
    • Else: git log --since="<earliest .planning/${MS}/ commit date>" --oneline.
    • Else: skip git stats.

Step 3 -- Synthesize

Compose the doc with these six sections in this order. Plain English. No jargon a new contributor wouldn't know.

What shipped

One paragraph, 3-5 sentences. Lead with the user-visible outcome ("v1.5.0 shipped runtime honesty + pluggability completion -- the workflow now self-audits, dispatches parallel subagents, and runs cross-model critique unattended"). Avoid implementation detail. Adapt the noun:

  • software: features shipped
  • book: chapters drafted, edits landed
  • campaign: launches that landed, channels lit up
  • podcast: episodes recorded and published
  • research: papers drafted, experiments concluded
Scope shipped

Table of items in the milestone -> outcome. Pull item names from ROADMAP.md scope list; pull outcomes from per-item SUMMARY.md one_liner (fall back to first H1 sentence). Status column: done | partial | deferred.

| Item   | Outcome                          | Status   |
|--------|----------------------------------|----------|
| <name> | <one-liner>                      | done     |
Scope deferred

List items that were planned but cut. For each: name, one-line rationale (from LEARNINGS.md "deferred" sections, RETROSPECTIVE.md, or VERIFICATION.md gaps), and where it lives next (v<next> backlog, indefinitely parked, etc.).

If nothing was deferred: say so in one line. Do not pad.

Key decisions

Aggregate from per-item LEARNINGS.md. For each decision: one-line restatement + link to the source file. Format:

- **<decision>** -- <one-line rationale>. See [<phase>/LEARNINGS.md](<relative-path>).

Top 5-7 only. If LEARNINGS.md files are absent (C06 hasn't run), fall back to CONTEXT.md or SUMMARY.md "decisions" sections; if neither, list the empty section with a one-line note "decisions log not captured for this milestone".

Known gaps / followups

From VERIFICATION.md gaps, RETROSPECTIVE.md "what to improve", and any open issues tagged with the milestone. Each item: one line, with severity if obvious (blocking | annoying | nice-to-have).

Show full SKILL.md (281 more words)Show less
How to continue

One paragraph for someone picking up next. Cover: (1) where to start reading next (next milestone's ROADMAP or active HANDOFF), (2) the single command/skill to invoke (/ijfw-workflow, /gsd-new-milestone, etc.), (3) any state file they should load. End with one sentence on the next milestone's working title if known.

Append after the six sections:

---
Timeline: <start-date> -> <end-date> (<duration>)
Commits:  <N>
Files:    <N> changed (+<ins> / -<del>)
Authors:  <comma-separated list>

Skip silently if no tag and no date range could be determined.

Step 5 -- Length & tone gate

Cap at ~400 lines of output markdown. If a section runs long, summarize and link to the source artifact rather than inlining. Tone is operator-direct: facts first, no celebration, no hedging. Adjectives must earn their keep.

Step 6 -- Write & commit

If ${OUT} already exists and the caller did not pass --overwrite:

  • Standalone invocation: ask the user SUMMARY.md exists for ${MS}. Overwrite or view existing?
  • Invocation from ijfw-complete-milestone (C04): overwrite without prompt -- the milestone is closing and the summary must reflect final state.

Write the file. Then commit on the current branch:

git add ".planning/${MS}/SUMMARY.md"
git commit -m "docs(${MS}): milestone summary for onboarding"

Step 7 -- Output to caller

Print the resolved path and a 3-line excerpt of "What shipped" so the calling skill (or user) can verify the result inline without re-reading the file.

Wrote: .planning/${MS}/SUMMARY.md
What shipped: <first 3 lines of the section>

Notes

  • Standalone-runnable: works without a parent skill in context.
  • Called by ijfw-complete-milestone (C04); also runnable by hand any time after a milestone is mostly done.
  • Pulls from C06 output (per-phase LEARNINGS.md). If C06 hasn't run, the "Key decisions" section degrades gracefully.
  • Domain-agnostic: never assume software. Detect from PROJECT.md / brief / file types and adapt the noun.
  • This skill writes one doc and stops. It does NOT archive the milestone, advance state, or tag releases -- those belong to ijfw-complete-milestone.

© 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 claude/skills/ijfw-milestone-summary of FerroxLabs/ijfw.

Open the folder on GitHubat commit eda62f3

Compare with similar skills

Ijfw Milestone Summary 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.

Ijfw Milestone Summary compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Ijfw Milestone Summary this skillFerroxLabs/ijfw212—~1.5kAutomated safety check: PassMIT
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Project Status Artifactanthropics/claude-plugins-official38k—~5.1kAutomated safety check: PassApache-2.0
Project Planneraiskillstore/marketplace4331 repos~504Automated safety check: PassMIT
Project Ops SkillOpenLoaf/OpenLoaf108—~1.3kAutomated safety check: PassAGPL-3.0
GitHub Sync HelperOpenMinis/MinisSkills446—~2.8kAutomated safety check: PassMIT

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Works with

Questions about Ijfw Milestone Summary

What does Ijfw Milestone Summary do?

A skill your agent uses when the user asks for a milestone summary, milestone recap, or to summarize a milestone -- or runs /ijfw-milestone-summary. Ijfw Milestone Summary is an agent skill from FerroxLabs/ijfw. Use when the user asks for a milestone summary, milestone recap, or to summarize a milestone -- or runs /ijfw-milestone-summary.

When should I use Ijfw Milestone Summary?

Ijfw Milestone Summary fits situations like: the user asks for a milestone summary; milestone recap; summarize a milestone --; runs /ijfw-milestone-summary.

How do I install Ijfw Milestone Summary in Claude Code?

Run `npx skills add FerroxLabs/ijfw --skill ijfw-milestone-summary -a claude-code`. Or copy the skill folder (claude/skills/ijfw-milestone-summary in FerroxLabs/ijfw) into .claude/skills/ijfw-milestone-summary in your project. Claude Code loads it when a task matches its description.

How do I install Ijfw Milestone Summary in Codex?

Run `npx skills add FerroxLabs/ijfw --skill ijfw-milestone-summary -a codex`. Or copy the skill folder (claude/skills/ijfw-milestone-summary in FerroxLabs/ijfw) into .agents/skills/ijfw-milestone-summary in your project. Codex loads it when a task matches its description.

Can I use Ijfw Milestone Summary 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-milestone-summary -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-milestone-summary, .gemini/skills/ijfw-milestone-summary, .github/skills/ijfw-milestone-summary and .opencode/skills/ijfw-milestone-summary in your project.

What does Ijfw Milestone Summary need to run?

Going by SKILL.md and its folder, Ijfw Milestone Summary needs the command-line tools its instructions call (git).

Does Ijfw Milestone Summary 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 Ijfw Milestone Summary 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 Milestone Summary use?

Ijfw Milestone Summary 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 Milestone Summary use?

About 1.5k tokens (SKILL.md is roughly 6.1k 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 Milestone Summary?

Skills that share tags, products or a category with Ijfw Milestone Summary: CCPM Project Management (automazeio/ccpm, 8.4k stars), Project Status Artifact (anthropics/claude-plugins-official, 38k stars), Project Planner (aiskillstore/marketplace, 433 stars) and Project Ops Skill (OpenLoaf/OpenLoaf, 108 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ijfw Milestone Summary?

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.