shiplog
SkillSecurityLets your agent write a recap of everything shipped since the last run, including PRs, security fixes, and star growth.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the shiplog skill
About this capability
Recap of everything shipped since the last run - cross-repo PRs, security fixes, star deltas, and X traction, synthesized into a digest article and a ready-to-post shiplog in your voice.
What this skill tells your AI
The instructions your AI receives, as published by aeonfun/aeon in skills/shiplog/SKILL.md and read by ahel’s review.
${var} — Optional, space-separated flags:
since:YYYY-MM-DD— override the window start (default: when this skill last ran).days:N— window = last N days.dry-run— render to stdout; write no article, no state, no notify.owner/repo— narrow GitHub coverage to that one repo.- any other word — focus/theme filter (a product name or keyword).
Empty = everything shipped since the last run, across all configured repos.
Produce two artifacts:
- Digest — a themed, human-readable recap of everything that shipped + traction (the article).
- Shiplog post — a tight, bulleted, ready-to-post version in the operator's voice, every project @-tagged (the notification).
This is cadence-agnostic: the window is always "since the last run" (memory/state/shiplog-last.json), so the aeon.yml schedule alone decides whether this is a daily, weekly, or on-demand recap. One skill, any frequency.
Read STRATEGY.md, memory/MEMORY.md, and the last 7 days of memory/logs/ for context. Read soul/SOUL.md + soul/STYLE.md before writing any output — the shiplog post must sound like the operator, not a changelog bot. If soul/ is empty, use a clear, direct, neutral voice (drop the signature flourishes below).
Config — all derived, nothing hardcoded
operator = gh api user --jq .login # the authenticated operator (PR-author search)
product_handles = memory/products.md `handles:` lines (@x) # product X accounts to read
flagship_repos = memory/products.md `repos:` tagged (public) # the star / north-star story
watched_repos = memory/watched-repos.md, else products.md repos: # everything shipped across
ecosystem_scouts= memory/products.md `scouts:` line (optional) # recap accounts to scan for features
star_state = memory/state/shiplog-stars.json # snapshot for week-over-week star deltas
If neither watched-repos.md nor products.md yields a repo, exit SHIPLOG_NO_REPOS (notify + log, no article). Sections whose config is absent (X handles, scouts) are skipped gracefully, not failed.
Steps
1. Compute the window — "since last run"
STATE="memory/state/shiplog-last.json"
NOW=$(date -u +%Y-%m-%dT%H:%M:%SZ)
TODAY=$(date -u +%Y-%m-%d)
LAST=""
[ -f "$STATE" ] && LAST=$(jq -r '.last_run_at // empty' "$STATE" 2>/dev/null)
SINCE="${LAST:-$(date -u -d '7 days ago' +%Y-%m-%dT%H:%M:%SZ 2>/dev/null || date -u -v-7d +%Y-%m-%dT%H:%M:%SZ)}"
SINCE_DATE="${SINCE%%T*}"
since:YYYY-MM-DDin${var}→SINCE= that date atT00:00:00Z;days:N→ N days ago. These override the state file.- Use
$SINCEfor ALL time filtering — never substitute "since Monday" or other drift-prone shortcuts. The window is[$SINCE, $NOW); state the span ($SINCE_DATE → $TODAY) in the output. - Idempotency is the state file (step 8 advances it each run, so windows never overlap). No once-per-day lock — a back-to-back re-run just yields an empty window →
SHIPLOG_NOTHING_NEW. Write the digest tooutput/articles/shiplog-${TODAY}.md; if that name exists and there's genuinely new activity since the last run, useoutput/articles/shiplog-${TODAY}-2.mdrather than clobbering.
2. GitHub activity (the bytes)
Cross-repo PR/commit visibility needs the global token — the built-in GITHUB_TOKEN only sees this repo. Prefer GH_GLOBAL when set:
GHT="${GH_GLOBAL:-$GITHUB_TOKEN}" # gh reads GH_TOKEN from env; falls back to the repo-scoped token
OPERATOR=$(GH_TOKEN="$GHT" gh api user --jq .login 2>/dev/null)
Track success/failure per source in a sources map; on a single endpoint failure log fail and continue — never abort the whole skill.
a) Operator PRs across all repos in the window (grouped by repo + totals):
GH_TOKEN="$GHT" gh search prs --author "$OPERATOR" --created ">=$SINCE_DATE" \
--json number,title,repository,state,createdAt,url --limit 100 \
--jq 'group_by(.repository.nameWithOwner)[] | {repo: .[0].repository.nameWithOwner, count: length,
prs: [.[] | {date: .createdAt[0:10], state, number, title}]}'
If 100 rows come back, note the result may be truncated.
b) Flagship headline numbers — for each flagship_repos entry, count commits + merged PRs in the window (the numbers the audience cares about):
for REPO in $FLAGSHIP_REPOS; do
GH_TOKEN="$GHT" gh api "repos/${REPO}/commits" -X GET -f since="$SINCE" \
--jq "\"$REPO commits: \" + ([.[] | .sha] | length | tostring)" 2>/dev/null
GH_TOKEN="$GHT" gh api "repos/${REPO}/pulls" -X GET -f state=closed -f sort=updated -f direction=desc \
--jq "\"$REPO merged PRs: \" + ([.[] | select(.merged_at != null and .merged_at > \"$SINCE\")] | length | tostring)" 2>/dev/null
done
c) The security flex — PRs the operator landed in repos they do NOT own (the "a project merged a fix from us" candidates). Filter the Step-2a result to external repos whose title matches a security keyword (security|ssrf|cve|credential|sandbox|escape|injection|vuln|redos|xss|toctou|path traversal|prototype pollution|deserial). Merged ones are the marquee story — if it's a named org (not a random fork), that's a headline bullet.
d) Star delta (north-star metric — flagships only, they're public):
mkdir -p memory/state
for REPO in $FLAGSHIP_REPOS; do
GH_TOKEN="$GHT" gh api "repos/${REPO}" --jq '.stargazers_count' # current total for $REPO
done
Read the prior snapshot memory/state/shiplog-stars.json (if present): delta = current_total − last_total per repo. After computing, overwrite the snapshot with { "<repo>": {"count": N, "date": "${TODAY}"}, ... }. If no prior snapshot exists, report totals only and note "no baseline yet — deltas start next run." Do NOT fabricate a delta.
3. X activity (direct X.AI curl — primary)
XAI_API_KEY is injected into this skill's environment (declared in requires:) and is the primary way to read X. For each X source below the primary fetch is a direct curl to https://api.x.ai/v1/responses with Authorization: Bearer {XAI_API_KEY}, using Grok's x_search tool. There is no network sandbox blocking this — just make the calls.
Check the key and give the call room first:
[ -n "$XAI_API_KEY" ] && echo KEY_PRESENT || echo KEY_UNSET
x_search runs a live X search and typically takes 30–120s. When you invoke the Bash tool for any curl below, set the tool's timeout to at least 180000 (180s); each curl carries --max-time 150 so it fails cleanly instead of hanging. A slow curl is not a missing key — never treat a timeout as key-unavailable. If KEY_PRESENT (it will be), Path A is required for every X source.
There are two X sources here — the operator handle ($OPERATOR_HANDLE, the operator's own X account from memory/products.md) and the product/project accounts ($PRODUCT_HANDLES). Fetch each independently into its own tmp file so one failing source can't clobber or sink another.
Path A — X.AI API (primary).
Operator posts (SRC=operator):
jq -n --arg h "$OPERATOR_HANDLE" --arg sd "$SINCE_DATE" --arg td "$TODAY" '{model:"grok-4.6", input:[{role:"user", content:("Search X for posts by @" + $h + " between " + $sd + " and " + $td + ". Return each post with full text, date, type (original|reply|RT — an RT text starts with \"RT @\"), exact engagement counts (likes, retweets, replies; 0 if unknown), and the direct link https://x.com/" + $h + "/status/ID. Return chronological.")}], tools:[{type:"x_search"}]}' > /tmp/xai-shiplog-operator-payload.json
HTTP=$(./secretcurl -s -o /tmp/xai-shiplog-operator.json -w '%{http_code}' --max-time 150 -X POST "https://api.x.ai/v1/responses" \
-H "Content-Type: application/json" -H "Authorization: Bearer {XAI_API_KEY}" -d @/tmp/xai-shiplog-operator-payload.json)
echo "xai http=$HTTP bytes=$(wc -c </tmp/xai-shiplog-operator.json)"
Product/project accounts (SRC=projects):
jq -n --arg sd "$SINCE_DATE" --arg td "$TODAY" --arg ph "$PRODUCT_HANDLES" '{model:"grok-4.6", input:[{role:"user", content:("Search X for posts between " + $sd + " and " + $td + " from these accounts: " + $ph + ". Focus on launches, announcements, and any brag about a security fix merged into another project. For each: @handle, full text, date, exact engagement counts (likes, retweets, replies; 0 if unknown), and the direct link https://x.com/handle/status/ID. Skip retweets of others.")}], tools:[{type:"x_search"}]}' > /tmp/xai-shiplog-projects-payload.json
HTTP=$(./secretcurl -s -o /tmp/xai-shiplog-projects.json -w '%{http_code}' --max-time 150 -X POST "https://api.x.ai/v1/responses" \
-H "Content-Type: application/json" -H "Authorization: Bearer {XAI_API_KEY}" -d @/tmp/xai-shiplog-projects-payload.json)
echo "xai http=$HTTP bytes=$(wc -c </tmp/xai-shiplog-projects.json)"
For each source, on HTTP=200 with a non-empty body, parse that source's file with the standard extractor and mark x_source=api:
jq -r '.output[] | select(.type == "message") | .content[] | select(.type == "output_text") | .text' /tmp/xai-shiplog-<SRC>.json
From the operator text, separate original posts from RTs (RT text starts with RT @) — RTs are amplification, not ships. From the projects text, note the bangers (sort by likes/views) — one or two feed the digest's narrative section.
On a real failure, skip that source — never fabricate posts. If a source's curl returns non-200, an empty/unparseable body, or times out, record the true reason for that source and continue with whatever other sources succeeded. Reason codes: key-unset (only if the check above printed KEY_UNSET), http-<code> (non-2xx), empty (200 but no posts parsed), timeout (exceeded --max-time). Never write "XAI_API_KEY unavailable" when the key was set.
Path B — WebFetch last resort (per source, optional). Only if a source's Path A failed for one of the real reasons above: WebFetch that source's public https://x.com/<handle> profile(s) — no auth — and mark that source x_source=webfetch (lower quality; prefer posts inside the window). If every X source fails both paths, set x_source=none and write the GitHub-only shiplog (note the gap) — never abort.
4. Ecosystem + traction sweep (best-effort — skip gracefully)
- Ecosystem mentions — only if
ecosystem_scouts(scouts:) is configured. Fetch with the same Path A X.AI curl as Step 3, into its own tmp file (SRC=ecosystem):
Onjq -n --arg sd "$SINCE_DATE" --arg td "$TODAY" --arg es "$ECOSYSTEM_SCOUTS" --arg ph "$PRODUCT_HANDLES" '{model:"grok-4.6", input:[{role:"user", content:("Search X between " + $sd + " and " + $td + " for posts from these recap/scout accounts: " + $es + " that mention any of these products: " + $ph + ". Return each mention with @handle, follower_count, full text, date, and the direct link https://x.com/handle/status/ID — recaps, rankings, partner shares.")}], tools:[{type:"x_search"}]}' > /tmp/xai-shiplog-ecosystem-payload.json HTTP=$(./secretcurl -s -o /tmp/xai-shiplog-ecosystem.json -w '%{http_code}' --max-time 150 -X POST "https://api.x.ai/v1/responses" \ -H "Content-Type: application/json" -H "Authorization: Bearer {XAI_API_KEY}" -d @/tmp/xai-shiplog-ecosystem-payload.json) echo "xai http=$HTTP bytes=$(wc -c </tmp/xai-shiplog-ecosystem.json)"HTTP=200+ non-empty, parse/tmp/xai-shiplog-ecosystem.jsonwith the standard extractor. On a real curl failure (http-<code>/empty/timeout, orkey-unset) skip this source with the true reason — never fabricate a mention. Confirm any handle is real before @-mentioning (a wrong tag in a public post is worse than none). Capture follower counts for the flex ("featured by @X (Nk)"). Skip entirely if noscouts:configured. - Product traction (OpenRouter / x402 / analytics) — only if a source is configured for the product. If you have an app/server id, WebFetch its page; otherwise say "no product-traction sources wired yet" and move on. Keep any number exactly as measured — don't round 79 → ~80.
5. Classify the window
| Condition | Status | Action |
|---|---|---|
| 0 PRs AND 0 flagship commits AND no notable X | SHIPLOG_NOTHING_NEW | Notify-optional — no article. Skip to Step 8, still advance state. |
| < 3 substantive ships total | SHIPLOG_LIGHT | Short post (3-bullet form). |
| Otherwise | SHIPLOG_OK | Full digest + post. |
If ${var} narrows to one repo/project and nothing matched, status SHIPLOG_NO_MATCH — notify and exit (still advance state).
6. Synthesize + write the article
Output handling — no PR. This is a content skill: write the article straight to output/articles/ and let the workflow's commit step push it to main (same as the article skill). Do not create a branch or open a pull request — CLAUDE.md's "branch + PR, never push to main" rule is for source-code changes, not generated articles.
Write the digest to output/articles/shiplog-${TODAY}.md: themed "what shipped" sections, a By-the-numbers line (PRs · commits · star deltas), traction/ecosystem, and the gaps you hit. Then append the ready-to-post shiplog using this template — load soul/STYLE.md first so the register matches (if soul/ is empty, write a plain, direct post and drop the ⭐ sign-off):
<product(s)> shiplog ⭐ <span: month day → day>
shipped ~<N> PRs + <M> commits this window. the bytes:
- <punchy ship 1>: <one-line what+why>. <@handles of projects involved>
- <punchy ship 2>: ...
- <punchy ship 3>: ...
- security: fixes into other people's repos (<types>) — even got one merged into <@MarqueeOrg>'s <repo>
traction:
- <product> <total> ⭐ (+<delta> this window)
- featured by <@scout> (<followers>) "<quote>" + ranked #<rank> <list>
⭐
- Tag every project with a handle you verified. If you couldn't confidently resolve one, leave it untagged and say which is missing.
- Keep numbers exactly as measured. If a flex (a security merge, a milestone) landed just outside the window, keep it but flag the date.
- Also draft two variants below the post: a tight thread (hook + one tweet per ship) and a 3-bullet short version.
7. (folded into 6)
8. Advance the state file
Unless dry-run, record this run so the next one starts where this ended:
mkdir -p memory/state
HEAD_SHA=$(git rev-parse HEAD 2>/dev/null || echo "")
jq -n --arg at "$NOW" --arg sha "$HEAD_SHA" --arg win "$SINCE" \
'{last_run_at:$at, last_commit_sha:$sha, window_start:$win}' > memory/state/shiplog-last.json
Advance on every completed run — including SHIPLOG_NOTHING_NEW / SHIPLOG_LIGHT / SHIPLOG_NO_MATCH — so the window always moves forward. The workflow auto-commits it (no git here). On dry-run, do NOT write it.
9. Notify
REPO_URL=$(gh repo view --json url -q .url)
ARTICLE_URL="${REPO_URL}/blob/main/output/articles/shiplog-${TODAY}.md"
Write the ready-to-post shiplog to a temp file — /tmp/shiplog-notify.md — and send it with ./notify -f /tmp/shiplog-notify.md (use -f rather than ./notify "$(cat …)" so a long multi-line post is passed as a file instead of a giant argv). Append ${ARTICLE_URL} as the last line. For SHIPLOG_NOTHING_NEW / SHIPLOG_NO_MATCH, send a one-line status instead of the post (or stay silent on sub-daily cadences).
10. Log
Append to memory/logs/${TODAY}.md:
### shiplog
- Status: SHIPLOG_OK | SHIPLOG_LIGHT | SHIPLOG_NOTHING_NEW | SHIPLOG_NO_MATCH | SHIPLOG_NO_REPOS
- Window: ${SINCE_DATE} → ${TODAY} (var: ${var:-none})
- PRs / flagship commits: N / M · external-security PRs: K
- Stars: <repo> <total> (+d) … [or: no baseline yet]
- X source: api | webfetch | none (+ per-source skip reasons if any: operator=http-<code> | projects=timeout | ecosystem=empty …)
- Article: output/articles/shiplog-${TODAY}.md (if written)
- State advanced to: ${NOW} (unless dry-run)
- Sources: prs=ok|fail · commits=ok|fail · stars=ok|fail · x=ok|fail · ecosystem=ok|fail
Fetching & sources
- GitHub: every call uses
gh(auth handled internally) — never curl the GitHub API. For cross-repo reach, preferGH_TOKEN="${GH_GLOBAL:-$GITHUB_TOKEN}"; with only the built-in token you'll see this repo plus public repos, which still covers public flagships. - X:
XAI_API_KEYis injected into this skill's env (it's inrequires:), and the primary path for every X source is a directcurl https://api.x.ai/v1/responseswithAuthorization: Bearer {XAI_API_KEY}(Step 3). There is no network sandbox blocking this. Attempt the curl (--max-time 150, Bash tooltimeout≥180000) before any fallback, and on a real failure skip that source with the true reason (key-unset/http-<code>/empty/timeout) — WebFetch of the publicx.com/<handle>profile is a lower-quality last resort only. - Never abort on a single source failure — note the gap in the digest and still write + notify.
Constraints
- The window is always "since last run" (state file) unless
${var}overrides it — never hardcode 7 days except as the first-run default. Always advancememory/state/shiplog-last.jsonon a real run, even a quiet one. - Content, not code: write the article to
output/articles/and let the workflow commit it tomain. Never open a per-run PR for the shiplog. - Every concrete claim traces to real data — a PR
(#N), a commit, a measured number, or a fetched tweet (with its permalink). No invented activity, no fabricated star deltas. - RTs are amplification, not ships — narrative/ecosystem only, never "the bytes".
- Verify a handle before @-mentioning it; an unverified tag stays untagged.
- Voice from
soul/; neutral and direct ifsoul/is empty. No hype adjectives, no hashtags. - The notify URL is the GitHub web URL via
gh repo view --json url, not the SSH remote.
Signals
- GitHub stars
- 750
- Forks
- 264
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
shiplog- Source
- github.com/aeonfun/aeon