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/compress

Compress this workspace's CLAUDE.md by moving mechanically-triggered rules into just-in-time rule packs. Operator-triggered, never automatic.

From plugin
shiploop
78 skills3 agents8 commands
Install
> /plugin marketplace add anshss/shiploop
> /plugin install shiploop@shiploop

How it fires

How this command gets triggered: by you, by Claude, or both.

  • Fires itselfClaude auto-loads it when your prompt matches the work.
  • You can call itInvoke it directly when you want it.
  • Slash command/compress

Context preview

What this command does when you run it.

Compress this workspace's CLAUDE.md by moving mechanically-triggered rules into just-in-time rule packs. Operator-triggered, never automatic.

Command definition

compress.md
description: Compress this workspace's CLAUDE.md by moving mechanically-triggered rules into just-in-time rule packs. Operator-triggered, never automatic.
allowed-tools: Bash, Read, Edit, Write, Agent

/shiploop:compress

> **The ONLY thing that compresses `CLAUDE.md`.** Nothing automatic ever edits that file. > `scripts/govern/claudemd-trim.sh` (operator-invoked, as `govern:context-budgets` or `govern:trim`) > detects and reports only (`trim: CLAUDE.md <size>/<budget> chars, <N> compression candidate(s) > - run /shiploop:compress`), and `scripts/govern/claudemd-trim.sh --apply <hash>` moves one > pre-approved block. Everything else happens here, with an operator watching.

`CLAUDE.md` is re-sent to the model in full on every turn, so a rule that only matters while editing a shell script is charged to every session that never opens one. This command reduces that per-turn tax **without deleting a single rule**.

**The lever is delivery, not prose.** On the workspace this method came from, a wording-only pass over the whole file bought 759 chars (2.9%) because the file was already at its hand-compressed floor. The same file then dropped 26,511 -> 18,830 chars (-29%) with no rule removed, purely by moving mechanically-triggered rules into `scripts/rules-on-touch.sh`. Do not open this command by rewriting sentences.

**Sort by DETECTABILITY, never by frequency.** Frequency was tested as a sort key and rejected: a rule that fires rarely but prevents a destroyed box is high value *precisely because* nobody recalls it, which argues for just-in-time delivery, not against it. The only question that decides a block is whether its trigger is mechanically detectable from a tool call.

---

Step 1 - Measure composition per section

Do not skip this. It is what proves where the mass actually is, and it usually contradicts the guess.

awk '/^## /{if(h)printf "%6d  %s\n",n,h; h=$0; n=0} {n+=length($0)+1} END{if(h)printf "%6d  %s\n",n,h}' CLAUDE.md | sort -rn
wc -c CLAUDE.md

Report the table to the operator before touching anything.

Step 2 - Read the candidates the automatic pass already found

`governor/claudemd-trim-proposals.md`. Each proposal carries a `Class:` field:

| Class | Meaning | |---|---| | `dead-citation` | every path or knob it cites is provably gone | | `duplicate` | an exact duplicate of another block | | `jit-candidate` | mechanically detectable trigger: it can become a rule pack | | `judgment` | judgment-call trigger: **never a candidate**, it stays resident |

A `judgment`-class block is never a candidate. Do not re-litigate that classification here.

Step 3 - Classify EVERY block into exactly one bucket

Not just the proposed ones: every block in the file.

1. **Automatic already** - a hook or a guard already enforces it and the resident prose merely restates it. This is the strongest cut: the rule is not moving, it is already mechanical. 2. **Mechanically detectable trigger** - can become a pack in `scripts/rules-on-touch.sh`, keyed off something readable from the tool call itself (a `*.sh` path, a `git` command, `gh pr`, a `VERSION` write, a path under `scripts/govern/`). 3. **Pure judgment, no trigger** - **STAYS RESIDENT.** Name every one of these explicitly in your report so the operator sees what was deliberately kept, not what was overlooked. A judgment rule left in `CLAUDE.md` is a decision, not an omission.

Step 4 - Safety-net audit, BEFORE cutting anything

For each candidate, grep the hook text AND `CLAUDE-APPENDIX.md` and confirm the full text exists somewhere recoverable:

grep -n "<distinctive token>" scripts/rules-on-touch.sh CLAUDE-APPENDIX.md

If a rule has no long form anywhere, **write the long form first, in its own commit, then cut.** Never cut a rule whose only copy is the one being cut.

Step 5 - Move the text VERBATIM

Copy the imperative into the pack unchanged. Never paraphrase on the way out: a paraphrase is an uncontrolled edit to a rule, made by whoever happened to run the compression, and it will not be reviewed as one. The long form belongs in `CLAUDE-APPENDIX.md`; the pack carries the imperative.

Each new pack needs both directions tested in `templates/hooks/test-rules-on-touch.sh`: it fires on its trigger, AND it stays silent on a near-miss. An over-broad suppression turns a false positive into a silently missing rule, which is worse than the noise.

A rule that is specific to THIS workspace does not belong in the template. Put it in `scripts/rules-on-touch.local.sh` (`rules_local_triggers` + `rules_local_pack_text`), which the hook sources if present and `/shiploop:update` never overwrites.

Step 6 - Leave the one-line pack index in `CLAUDE.md`

Load-bearing. Without it, a session on a turn where no pack fires does not know the rules exist:

> **N rule packs are delivered JUST-IN-TIME by `scripts/rules-on-touch.sh` (PreToolUse), not resident > here**: `shell` · `worklist` · ... They fire when you touch that surface, in workers too (a delegate > never loads this file). Assume they exist; read the script if you need one early.

The pack test asserts this line names every pack, so a pack added without an index entry fails CI.

"in workers too" is the part that matters: a subagent editing a sub-repo never loads the root `CLAUDE.md`, so just-in-time delivery is worth MORE in a delegate than in the driver.

Step 7 - Coverage audit, and do not commit without it

For each removed rule, pick a distinctive token and grep the hook, the appendix, and the remaining core. Print `OK` or `LOST` per rule and require a final `ALL COVERED` line:

lost=0
while IFS= read -r tok; do
  if grep -qF "$tok" scripts/rules-on-touch.sh CLAUDE-APPENDIX.md CLAUDE.md 2>/dev/null; then
    printf 'OK   - %s\n' "$tok"
  else
    printf 'LOST - %s\n' "$tok"; lost=1
  fi
done < /tmp/removed-tokens.txt
[ "$lost" -eq 0 ] && echo "ALL COVERED"

No `ALL COVERED` line means no commit.

Step 8 - Run the

Read more
Ships withshiploop

A harness for Claude Code. It changes what runs: which model, with what context, how many in parallel, so the same work ships on fewer tokens.

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Repo: anshss/shiploop

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