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 skills add drolosoft/immich-photo-manager --skill timeline-gapsgit clone --depth 1 https://github.com/drolosoft/immich-photo-managerWrote 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/drolosoft/immich-photo-manager/timeline-gaps)<a href="https://agentmods.dev/skills/drolosoft/immich-photo-manager/timeline-gaps"><img src="https://agentmods.dev/badge/skills/drolosoft/immich-photo-manager/timeline-gaps/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/drolosoft/immich-photo-manager/timeline-gaps"><img src="https://agentmods.dev/badge/skills/drolosoft/immich-photo-manager/timeline-gaps.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 5.1 | $0.00103 | $0.01968 |
| Opus 5 | $0.00051 | $0.00984 |
| Sonnet 5 | $0.00021 | $0.00394 |
| Haiku 4.5 | $0.00010 | $0.00197 |
Grade A, and why
timeline-gaps 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 8d 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 — 192 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Timeline Gaps
⚠️ Connection Required: ALWAYS CHECK FIRST
Before doing ANYTHING else in this skill, call ping on the Immich MCP server.
- If
pingsucceeds → proceed with the skill normally. - If
pingfails or the MCP tools are not available → STOP. Do not continue. Tell the user:
❌ Immich is not connected. This plugin needs a running Immich MCP server to work.
Run /setup-immich-photo-manager to configure your Immich connection. You'll need:
- Your Immich server URL (e.g.,
http://192.168.1.100:2283)- An Immich API key (how to create one)
- The MCP server configured (see /setup-immich-photo-manager)
Nothing in this plugin will work until the connection is configured.
Do NOT skip this check. Do NOT try to run any other tool first. Always ping, always block if it fails.
Analyze the photo timeline month by month to detect gaps, anomalies, and coverage issues across import sources. Helps users discover missing imports, backup failures, or periods where photos only exist in one ecosystem.
When to Use
- After importing from multiple sources to verify nothing was missed
- Periodic checkup to ensure continuous coverage
- Before deleting an import source to verify the other source covers those periods
- Investigating why certain memories seem to be missing
Analysis Workflow
Step 1: Build Monthly Timeline
Generate a complete month-by-month matrix across all sources. The MCP tool get_timeline_buckets returns one bucket per month with its asset count in a single call, so start there, and use the SQL below only when the per-source split matters, since the buckets do not know where a photo was imported from. The plugin never provides database access: the query is for a user who already has psql on their own Immich.
WITH months AS (
SELECT generate_series(
date_trunc('month', min("localDateTime")),
date_trunc('month', max("localDateTime")),
'1 month'::interval
) as month
FROM asset WHERE "deletedAt" IS NULL
),
source_counts AS (
SELECT
date_trunc('month', "localDateTime") as month,
CASE
WHEN "originalPath" LIKE '%Apple%' THEN 'Apple'
WHEN "originalPath" LIKE '%Google%' THEN 'Google'
ELSE 'Other'
END as source,
count(*) as cnt
FROM asset WHERE "deletedAt" IS NULL
GROUP BY 1, 2
)
SELECT
m.month,
coalesce(sum(cnt) FILTER (WHERE source = 'Apple'), 0) as apple,
coalesce(sum(cnt) FILTER (WHERE source = 'Google'), 0) as google,
coalesce(sum(cnt) FILTER (WHERE source = 'Other'), 0) as other,
coalesce(sum(cnt), 0) as total
FROM months m
LEFT JOIN source_counts sc ON m.month = sc.month
GROUP BY m.month
ORDER BY m.month;
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.
- 8d ago Changed d2a5981fb5ab
- 9d ago Changed · +2 lines 4af300a1f3ba
- 12d ago First seen · 190 lines · 103 tokens per session scan A b897f9c6e240
timeline-gaps is a skill published in the GitHub repository drolosoft/immich-photo-manager (47 stars, last pushed 8d ago), licensed MIT. It adds 103 tokens to every session and 1,968 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 2026-08-30.
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