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 agentmods add commands/spotify/confidence-ai-plugins/migrate-optimizely-adjust-flagsgit clone --depth 1 https://github.com/spotify/confidence-ai-pluginsWhat 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 | $0.00051 | $0.00347 |
| Opus 5 | $0.00026 | $0.00173 |
| Sonnet 5 | $0.00010 | $0.00069 |
| Haiku 4.5 | $0.00005 | $0.00035 |
Grade A, and why
migrate-optimizely-adjust-flags 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 3d 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.
What it actually says
Treat this slash command as /migrate-optimizely adjust flags.
Read skills/migrate-optimizely/SKILL.md (agent-only; do not narrate).
Follow Adjust Flags: Steps in SKILL.md.
- Starting Phase 1 — Flag adjust (skip the full overview unless they also started a plan command this turn)
- Find
.claude/plans/optimizely-flag-migration-*.md. If none, run/migrate-optimizely-plan-flagsfirst. Do not create a second plan - Show the Adjust Flags tracker
- If they already stated the change, apply it to the plan file. Else ASK: scope / ticks / client / bucketing / schema·rules / Done
- Update sections 1–5, append ## 7. Adjustments. Keep forbidden checks. No createFlag. No targeting writes.
- Loop until Done or they run execute flags. On Done, re-ask the plan-flags exit menu (adjust / tick / execute / done)
Tell them to tick remaining [x] Migrate / [x] Skip, then run
/migrate-optimizely execute flags or
/migrate-optimizely-execute-flags.
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.
- 3d ago First seen · 30 lines · 51 tokens per session scan A 41d22fa3073e
migrate-optimizely-adjust-flags is a command published in the GitHub repository spotify/confidence-ai-plugins (8 stars, last pushed yesterday), licensed Apache-2.0. It adds 51 tokens to every session and 347 once invoked, about $0.0003 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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Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec.
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converge
Assess the current codebase against the feature's spec, plan, and tasks, then append any remaining unbuilt work as new tasks to tasks.md so implement can complete it.