repo-pulse

star 517

Report on new stars, forks, and releases for watched repos — with notable-stargazer enrichment and a one-line growth verdict

aaronjmars By aaronjmars schedule Updated 6/15/2026

name: repo-pulse description: Report on new stars, forks, and releases for watched repos — with notable-stargazer enrichment and a one-line growth verdict var: "" tags: [dev]

${var} — Repo (owner/repo) to check. If empty, checks all watched repos.

Config

Reads repos from memory/watched-repos.md. Skip any repo whose name ends with -aeon or contains aeon-agent — those are agent repos, not project repos.

If ${var} is set and matches owner/repo, check only that repo.

Context

Read memory/MEMORY.md and the last 7 days of memory/logs/ for previous stargazers_count / forks_count per repo. Parse lines matching **owner/repo**: stargazers_count=N, forks_count=M to reconstruct a per-day series — you'll need it for the rolling-average baseline used in step 5.

Steps

1. Compute the 24h cutoff FIRST

CUTOFF=$(date -u -d '24 hours ago' +%Y-%m-%dT%H:%M:%SZ 2>/dev/null || date -u -v-24H +%Y-%m-%dT%H:%M:%SZ)
export CUTOFF

All time filtering uses exactly this timestamp — never "today's date" or "since midnight".

2. Fetch current counts (1 call per repo)

gh api repos/owner/repo --jq '{stargazers_count, forks_count, subscribers_count}'

If this call returns non-2xx (404, 403, rate limit), record source=fail with the reason and continue to the next repo. Do not abort the batch.

3. Fetch recent events — primary input

One call per repo covers stargazers, forks, and releases for the last ~90 days, newest-first:

gh api "repos/owner/repo/events?per_page=100" \
  --jq '[.[] | select(.created_at >= env.CUTOFF) | {type, actor: .actor.login, created_at, tag: (.payload.release.tag_name // null), action: (.payload.action // null)}]'

Parse the filtered events:

  • WatchEvent → new stargazer (actor). Deduplicate by actor (GitHub only fires one per user).
  • ForkEvent → new fork. Fork URL = github.com/{actor}/{repo}.
  • ReleaseEvent with action == "published" → new release (tag).

Record source=events for this repo.

Why /events over paginated stargazers? One call instead of two, and it captures forks + releases in the same response. Events API returns 300 events over 10 pages for up to 90 days — more than enough for a 24h window on typical repos.

4. Fallback (rate limit or error)

If step 3 returns non-2xx, fall back to the stargazers two-last-pages technique (events emptiness is NOT a fallback trigger — empty genuinely means no activity):

STARS=$(gh api repos/owner/repo --jq '.stargazers_count')
LAST_PAGE=$(( (STARS + 99) / 100 ))
PREV_PAGE=$(( LAST_PAGE > 1 ? LAST_PAGE - 1 : 1 ))
gh api "repos/owner/repo/stargazers?per_page=100&page=$PREV_PAGE" \
  -H "Accept: application/vnd.github.star+json" \
  --jq '.[] | select(.starred_at >= env.CUTOFF) | {user: .user.login, starred_at}'
gh api "repos/owner/repo/stargazers?per_page=100&page=$LAST_PAGE" \
  -H "Accept: application/vnd.github.star+json" \
  --jq '.[] | select(.starred_at >= env.CUTOFF) | {user: .user.login, starred_at}'

Deduplicate by user. Forks in the fallback path come from:

gh api "repos/owner/repo/forks?sort=newest&per_page=10" \
  --jq '.[] | select(.created_at >= env.CUTOFF) | {owner: .owner.login, full_name, created_at}'

Record source=stargazers-fallback for this repo. Releases are skipped in fallback (not critical).

5. Enrich stargazers and compute the verdict

Notable-stargazer lookup — for each new stargazer in the 24h window, cap 10 lookups per repo to respect rate limits:

gh api users/{login} --jq '{login, followers, public_repos, bio}'

Mark as notable if followers >= 100 OR public_repos >= 20. Logins ending in [bot] or -bot are never notable and are excluded from the handle list entirely.

Growth verdict — reconstruct the last 7 days of stargazers_count from logs and compute per-day deltas. Let avg7 = mean of the available daily deltas (use avg7 = 1 if fewer than 3 days are logged). Let today_stars = new stargazers in the last 24h.

Verdict Rule (first matching row wins)
SURGE today_stars >= 10 OR today_stars > 3 * avg7
ACTIVE today_stars > 1.5 * avg7
STEADY today_stars >= 1 OR any new fork OR any new release
QUIET zero stars, zero forks, zero releases in 24h

Record the rule that fired so it shows up in the log.

6. Decide whether to notify

Send a notification if ANY of:

  • ≥1 new stargazer in the last 24h (unstars do not cancel this)
  • ≥1 new fork
  • ≥1 new release
  • First run for this repo (no previous count in logs)

Otherwise print REPO_PULSE_QUIET and skip ./notify.

7. Notification — via ./notify

Format (omit any empty section entirely):

*Repo Pulse — ${today}* — [VERDICT]
[owner/repo] — stars X (+N) · forks Y (+M) · releases +R

Notable new stargazers:
github.com/user1 (1.2k followers) | github.com/user2 (450 followers)

Other new stargazers:
github.com/user3 | github.com/user4

New forks:
github.com/user5/repo | github.com/user6/repo

New releases:
v1.2.3 | v1.2.4

Source: events

Rules:

  • [VERDICT] is uppercased, in square brackets, on the header line.
  • Handles joined by | on one line — never one per line.
  • Round follower counts: <1000 → raw number, 1000+1.2k form.
  • Omit Notable new stargazers, Other new stargazers, New forks, New releases, or Source lines if they would be empty.
  • Never include traffic, watchers, or open issues — they don't belong in a pulse.
  • One message per repo if multiple repos have activity. Batch into a single message only when combined length stays under 1500 chars.

8. Log to memory/logs/${today}.md

Always include the exact current counts so tomorrow's run can compute deltas:

## Repo Pulse
- **owner/repo**: stargazers_count=X, forks_count=Y, source=events
- **New stars (24h):** N (verdict=ACTIVE, avg7=1.4)
- **New forks (24h):** M
- **New releases (24h):** R
- **Notable stargazers:** user1(1200), user2(450)
- **Notification sent:** yes

If the repo lookup failed, log:

- **owner/repo:** FAILED (<reason>) — counts unchanged

Sandbox note

  • gh api handles auth internally; prefer it over curl.
  • /repos/{owner}/{repo}/traffic/* endpoints require admin permission and return 403 for the default workflow GITHUB_TOKEN. Do not attempt them from this skill.
  • If gh api fails on one repo, log the failure and continue — never abort the whole batch.

Constraints

  • A day with zero stars, zero forks, zero releases is QUIET — print REPO_PULSE_QUIET and do not notify.
  • Never promote a bot account to "notable", even if it clears the follower threshold.
  • Keep the verdict vocabulary fixed to QUIET / STEADY / ACTIVE / SURGE so downstream skills can grep for it.
Install via CLI
npx skills add https://github.com/aaronjmars/aeon --skill repo-pulse
Repository Details
star Stars 517
call_split Forks 176
navigation Branch main
article Path SKILL.md
More from Creator