Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/naimkatiman/continuous-improvement/shipnpx skills add naimkatiman/continuous-improvement --skill shipgit clone --depth 1 https://github.com/naimkatiman/continuous-improvementWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/naimkatiman/continuous-improvement/ship)<a href="https://agentmods.dev/skills/naimkatiman/continuous-improvement/ship"><img src="https://agentmods.dev/badge/skills/naimkatiman/continuous-improvement/ship.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00105 | $0.03605 |
| Opus 5 | $0.00053 | $0.01802 |
| Sonnet 5 | $0.00021 | $0.00721 |
| Haiku 4.5 | $0.00011 | $0.00361 |
Grade A, and why
ship scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 140 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Ship
Fix one defect, open one PR, and hand it back for review. Use release-train for stacked multi-PR rollouts and proceed-with-the-recommendation for an arbitrary recommendation list.
Preserve branch protection. Never force-push, auto-merge, or deploy from this skill.
Request
Treat $ARGUMENTS as the defect request when supplied. Otherwise use the single concrete defect from the active conversation. Halt and ask for one narrower defect when the request is empty, ambiguous, or contains more than one concern.
Workflow
Run these steps in order:
- Capture ground truth and resolve the base: run the read-only
reconcileprobes. Record the initiating checkout's absolute root, branch, HEAD, real tracked drift, staged drift, untracked files, in-progress Git operations, registered worktrees, and task ownership. Ownership requires the current session ID in the authoritative worktree lease or an equivalent active harness task ledger that names this exact checkout; merely starting there is not proof. Setreturn_allowed=trueonly when the initiating checkout is clean, that ownership proof matches the current session, and no other task reserves it. Without such a lease or ledger, fail closed withreturn_allowed=false. A dirty-tree blocker may continue only through the isolated path in step 2 after the changes are confirmed unrelated. Every other blocker still halts. After classification, make the fetch below the first allowed repository mutation and refresh the remote before choosing a base:
Use the livegit fetch --prune origin git ls-remote --symref origin HEADrefs/heads/<base>returned forHEAD. Validate it withgit check-ref-format --branch "<base>". Compare it withrefs/remotes/origin/HEAD, but never let a stale local symbolic ref override the live result. The query must also return the remote HEAD commit. If it succeeds without a symbolic ref, compare that remote HEAD commit with the resolved tips oforigin/mainandorigin/master, and require exactly one matching candidate. Zero or multiple matches are ambiguous: halt instead of guessing. Halt on a fetch/query failure or if no verified base exists. Confirmorigin/<base>resolves after the fetch, record its immutable commit as<base-sha>, require a full hexadecimal commit ID, and require that it equals the verified remote HEAD commit. Pin worktree creation to<base-sha>, not the mutable remote-tracking name. - Select a safe checkout:
- Always perform the defect work in a separate isolated worktree created from the pinned
<base-sha>. Do not reuse the initiating checkout, even when it is clean. One isolation path keeps ownership, retention, return, and cleanup behavior consistent. - If dirty changes are not clearly unrelated to the defect, halt and ask. Never guess which changes belong to whom.
- Preserve the initiating checkout until the return decision in step 8. When it is dirty with unrelated work, protected, stale, ahead, or owned by another task, do not stash, switch, reset, clean, or copy its changes. Choose an absent absolute sibling or temporary path. Generate the feature branch from ASCII lowercase letters, digits, slash, underscore, and hyphen only (
[a-z0-9/_-]+), require an alphanumeric first character, and validate the final name before any lookup. Prove the proposed branch is absent locally, then query the remote successfully and require empty output before using the name:
The local command must report no ref. The remote command must complete without a network/authentication error and return no matching ref. If either branch exists, choose another unique name. Create a no-upstream worktree with an atomic owner lock:git check-ref-format --branch "<feature-branch>" git show-ref --verify "refs/heads/<feature-branch>" git ls-remote --heads origin "refs/heads/<feature-branch>"git worktree add --no-track --lock --reason "owner=<session-id>; purpose=/ship" -b "<feature-branch>" "<worktree-path>" "<base-sha>" - Use the current harness session ID as
<session-id>. If it is unavailable, generate a unique recorded run token before creating the worktree and reuse that exact token through handoff and cleanup. Treat the lock reason as an advisory coordination ledger for compliant sessions, not as a filesystem write lock. Runworktree-safetyin the new checkout and confirm its resolved root,.gitpointer, registration, branch, pinned HEAD, and lock reason all match the current session. A missing or foreign owner blocks work. Recheck that envelope and observable branch, HEAD, and diff state before every source mutation. Halt when another writer cannot be excluded.
- Always perform the defect work in a separate isolated worktree created from the pinned
- Reproduce (RED): use
tdd-workflowto write a failing test that reproduces the defect and watch it fail. Delete any pre-test implementation code. - Fix (GREEN): write the minimal change that makes the failing test pass, then watch it pass. Keep one concern only.
- Verify: use
verification-loopto run the project's verify ladder, including build, types, and relevant tests. A green build proves only the mechanism. Confirm the original defect no longer reproduces. - Commit: make one single-concern commit, staged by explicit filename. Never use
git add -Aorgit add .. Recheck the branch, HEAD, owner lock, and real diff immediately before staging and committing. Use a Windows-safe commit message with a single-line-m, repeated-mparagraphs, orgit commit -F <tempfile>. Do not use multi-line here-docs or here-strings. - Push and open the PR: confirm the feature branch has no upstream to the protected base. Re-run the remote collision query immediately before pushing, require empty output, then push its name explicitly without force:
Verify the remote tip equals local HEAD. Usegit ls-remote --heads origin "refs/heads/<feature-branch>" git push -u origin "<feature-branch>"commit-commands:commit-push-pronly when it accepts the explicit base and head below; otherwise open the PR directly and cite the plan or issue:
Requiregh pr create --base "<base>" --head "<feature-branch>" gh pr view "<pr-number-or-url>" --json baseRefName,headRefName,headRefOidbaseRefName=<base>,headRefName=<feature-branch>, andheadRefOidequal to local HEAD. Record that exact PR URL or number for cleanup. A mismatch halts. Do not merge it. - Return before stopping:
- Confirm the fix checkout is clean and every commit is pushed. If the captured
return_allowedvalue is true, immediately revalidate that the initiating checkout remains clean, current-session-owned, and unreserved. Freeze the final decision and its reason. Any drift changes the final value to false. - Persist a local cleanup receipt at
<git-common-dir>/continuous-improvement/ship-receipts/<pr-number>.jsonwith the PR URL and number, base, base SHA, feature branch, feature tip SHA, absolute worktree path, owner token, initiating checkout path, and finalreturn_alloweddecision and reason. Write a sibling temporary file first, atomically rename it into place, then read and parse it back before continuing. Keep the local path and owner token out of the public PR body and comments. If later drift appears before a return mutation, atomically downgrade the receipt toreturn_allowed=false, read it back, and leave the initiating checkout unchanged. - Only when the final
return_allowed=true, meaning the initiating checkout was clean, owned by the current session, and not reserved by another task, consider returning it. Fetch immediately before any switch, revalidate the remote base, and prove no other worktree has<base>checked out:
If localgit fetch --prune origin<base>exists and is not the initiating checkout's current branch, require it to be an ancestor oforigin/<base>, update that branch ref before switching, then switch only after every network and ref check has passed:
If localgit merge-base --is-ancestor "refs/heads/<base>" "origin/<base>" git branch -f "<base>" "origin/<base>" git switch "<base>"<base>does not exist, create it without switching, then switch:
If the initiating checkout is already ongit branch --track "<base>" "origin/<base>" git switch "<base>"<base>, require ancestry and usegit merge --ff-only "origin/<base>"; a non-fast-forward halts without switching branches. Verify local<base>equalsorigin/<base>. If the fetch, remote-base validation, checked-out-elsewhere check, ancestry preflight, branch update, branch creation, fast-forward, or switch fails, leave the initiating checkout's branch and files unchanged and report the blocker. Never switch first and pull afterward. - When
return_allowed=false, leave the initiating checkout's branch and path unchanged even if it appears clean later. Another task may own that state. Report the recorded reason instead of switching it. - A dirty initiating checkout is the exception: leave its branch and files exactly as found. Return the shell to that path, but do not carry its changes onto
<base>. Report that default-branch return is intentionally blocked by preserved local work. - During PR review, only the recorded owner or an explicit operator-confirmed handoff may change the retained fix worktree. After every authorized review-fix commit and push, rerun the verification ladder, require a clean worktree, verify the remote feature tip equals local HEAD, and query the same PR again for base, head, and
headRefOid. Atomically replace the receipt's feature tip SHA with that verifiedheadRefOid, then read and parse the receipt back. Halt and retain the worktree if any verification or receipt refresh fails. - Stop with the PR open for human review. Keep an isolated fix worktree registered and owner-locked until the PR is merged so review fixes remain safe.
- Confirm the fix checkout is clean and every commit is pushed. If the captured
- Clean up after the PR merges: run cleanup from the initiating checkout or another retained worktree, never from inside the worktree being removed. Refresh remote state and verify the actual PR merge commit is contained in the detected base, including for squash merges:
Readgit fetch --prune origin gh pr view "<pr-number-or-url>" --json state,mergeCommit,baseRefName,headRefName,headRefOid git merge-base --is-ancestor "<merge-sha>" "origin/<base>"<git-common-dir>/continuous-improvement/ship-receipts/<pr-number>.jsonand compare every field with the registered worktree, current refs, PR response, and initiating checkout before cleanup. Halt on a missing, malformed, or mismatched receipt. Halt unless the PR state isMERGED, its base and head still match the recorded receipt, its pre-mergeheadRefOididentifies the pushed feature tip, and the ancestry check succeeds. Cleanup may proceed only as the original owner recorded in the local receipt, or after an explicit operator-confirmed handoff that proves the original session is inactive, replaces the owner token in that receipt atomically, and rerunsworktree-safety. Never silently treat a foreign lock as stale. Confirm the isolated worktree is clean, its HEAD equals both the receipt's feature tip SHA and the PRheadRefOid, it still carries the authorized owner lock, and it has no observed competing writer. A missing remote feature ref after fetch is expected when GitHub deleted the merged branch; if that ref still exists, require its tip to equal the receipt's feature tip. Recheck immediately before unlock, then release the lock and remove only the named worktree without pausing between commands:
If state shifts or removal fails, halt and re-establish ownership instead of forcing. Do not run repository-wide pruning. Return or refresh the initiating checkout ongit worktree unlock "<worktree-path>" git worktree remove "<worktree-path>"<base>only when its recordedreturn_alloweddecision permits it, using the same fetch-before-switch, checked-out-elsewhere, ancestry, pre-update, create-if-missing, and already-on-base procedures from step 8, then verify local and remote HEADs match. Delete the local feature branch only ifgit branch -d "<feature-branch>"accepts it. Squash merges may make safe deletion refuse; retain and report the branch instead of forcing it. Remove the local receipt only after cleanup and every permitted return check succeeds. A dirty or foreign-owned initiating checkout remains untouched. - Deploy receipt (advisory): after the human merge and deployment,
deploy-receiptmay verify that the deployed SHA matches the merge SHA. This skill does not deploy.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 4d ago First seen · 140 lines · 105 tokens per session scan A 9dab6678bc4d
ship is a skill published in the GitHub repository naimkatiman/continuous-improvement (7 stars, last pushed 9d ago), licensed MIT. It adds 105 tokens to every session and 3,605 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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