timeline-gaps

timeline-gaps is a skill for Claude Code from drolosoft/immich-photo-manager. It costs 103 tokens per session (1,968 once invoked), scanned A, original, MIT.

A photo-library check that reviews a timeline month by month to find periods with few or no photos. Immich is a photo-management system that must be connected for this check to work.

In plain words
What is it for?
It is for checking photo coverage after imports, finding missing months, and comparing photos across connected sources.
Why use it?
It helps reveal failed imports, missing backups, or periods when photos were saved in only one photo service.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the immich-photo-manager plugin — 13 skills, 5 commands shipped together

Good fit It is for checking photo coverage after imports, finding missing months, and comparing photos across connected sources.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/drolosoft/immich-photo-manager/timeline-gaps
Install

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.

Any agent
npx skills add drolosoft/immich-photo-manager --skill timeline-gaps
Clone the repo
git clone --depth 1 https://github.com/drolosoft/immich-photo-manager

Made for: Claude Code.

Or install immich-photo-manager, the plugin that ships this one along with the rest of its 13 skills, 5 commands.

Wrote 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.

agentmods badge for timeline-gaps

README.md
[![agentmods](https://agentmods.dev/badge/skills/drolosoft/immich-photo-manager/timeline-gaps/github.svg)](https://agentmods.dev/skills/drolosoft/immich-photo-manager/timeline-gaps)
Your own site
<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.

agentmods 80×15 button for timeline-gaps

Your own site · 80×15
<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>
Per session 103 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,968 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce 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

Measured 8d ago against content hash d2a5981fb5ab, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

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.

skills/timeline-gaps/SKILL.md · 192 lines

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 ping succeeds → proceed with the skill normally.
  • If ping fails 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:

  1. Your Immich server URL (e.g., http://192.168.1.100:2283)
  2. An Immich API key (how to create one)
  3. 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;

Read the full file on GitHub · 192 lines

Changes

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.

  1. 8d ago Changed d2a5981fb5ab
  2. 9d ago Changed · +2 lines 4af300a1f3ba
  3. 12d ago First seen · 190 lines · 103 tokens per session scan A b897f9c6e240

Subscribe to this mod's changes

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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