Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add ali-demirbas/claude-lifecycle/plugin install claude-lifecycleWrote 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/ali-demirbas/claude-lifecycle/lifecycle-journeys)<a href="https://agentmods.dev/skills/ali-demirbas/claude-lifecycle/lifecycle-journeys"><img src="https://agentmods.dev/badge/skills/ali-demirbas/claude-lifecycle/lifecycle-journeys/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/ali-demirbas/claude-lifecycle/lifecycle-journeys"><img src="https://agentmods.dev/badge/skills/ali-demirbas/claude-lifecycle/lifecycle-journeys.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00077 | $0.06369 |
| Opus 5 | $0.00039 | $0.03184 |
| Sonnet 5 | $0.00015 | $0.01274 |
| Haiku 4.5 | $0.00008 | $0.00637 |
Grade A, and why
lifecycle-journeys 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 9d 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 — 161 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Lifecycle Journeys — Portfolio Engine
Generate a portfolio of journeys, not one-off ideas. The algorithm below is deterministic — follow it in order; do not freestyle.
When NOT to use this
- No DQS exists yet — hard-blocked by CLAUDE.md rule 1; run
lifecycle-connect(andlifecycle-map) first. - A working journey already exists and the request is to review it, not replace it — that's
lifecycle-audit. - Only copy is needed for a journey that's already designed — invoke
lifecycle-copydirectly against the existing journey doc; regenerating the journey to get its copy is unnecessary fan-out.
Prerequisites (hard gate)
- DQS + event inventory from
lifecycle-connect(or explicit T3 declaration with an industry chosen). - Stage map from
lifecycle-map(T1/T2 only). - Intake Summary from
lifecycle-intake— if goal, existing automations, or channel inventory are unknown, trigger intake NOW, before generating. - Brand config
${CLAUDE_PLUGIN_ROOT}/knowledge/brands/<brand>.mdif it exists (inheritance chain, CLAUDE.md rule 8), plus this brand'soutput/<brand>/failed-strategies.mdand results log if they exist.
The algorithm
1. Eligibility pass
Multi-vertical brands (brand config has verticals set): run this whole algorithm once per vertical — a pattern is eligible only if applicable_industries includes that vertical's own industry, checked against that vertical's own mapped events from lifecycle-map. Steps 1–4 below all run per vertical; step 5's conflict review does not (see its note).
For every pattern in ${CLAUDE_PLUGIN_ROOT}/knowledge/journey-patterns/ whose applicable_industries includes the active sector (that vertical's sector, for multi-vertical brands):
Special case: account-onboarding supersedes welcome-onboarding for B2B accounts when account_id + user_role exist and seats > 1 — the two never both run for the same account.
- Compare its
required_events(frontmatter) against the mapped event set (aliases already resolved by lifecycle-map). - All present → eligible. Any missing → blocked: record the missing events for the tracking plan. Presence means usable, not just named: a required event whose required params are mostly null (a
purchasewith 90% missingvalue) does not satisfy the signature — the event-analyst's parameter-completeness finding gates here, and a hollow event goes to the tracking plan as "instrumented but unusable". optional_events/optional_attributespresent → note which depth upgrades/branches they unlock.- T3 has no events, so nothing here is data-confirmed — calling it "eligible" the same way T1/T2 do overstates what's actually known. Every pattern the playbook marks P0/P1 is playbook-recommended in its simple form (assumed feasible from sector defaults, not confirmed by data — distinct from T1/T2's data-confirmed
eligible); patterns needing live data feeds (back-in-stock, price-drop, replenishment) are blocked with reason "requires data feed". The full state model across tiers:eligible(T1/T2, signature matched against real data) /playbook-recommended(T3, unconfirmed) /blocked(signature missing or feed required) /unknown(classification couldn't be completed, e.g. an unmapped event stage). Downstream (breadth gate, portfolio doc), T3 rows are labeledplaybook-recommended, never bareeligible— collapsing these into one shared label is the same honesty gap the DQS activation flag and freshness/consistency caps exist to close elsewhere in this pipeline.
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.
- 9d ago First seen · 161 lines · 77 tokens per session scan A 9cb377e1f5a4
lifecycle-journeys is a skill published in the GitHub repository ali-demirbas/claude-lifecycle (2 stars, last pushed 22d ago), licensed MIT. It adds 77 tokens to every session and 6,369 once invoked, about $0.0004 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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