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 openplanr/planr-pipeline --skill planr-operategit clone --depth 1 https://github.com/openplanr/planr-pipelineWrote 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/openplanr/planr-pipeline/planr-operate)<a href="https://agentmods.dev/skills/openplanr/planr-pipeline/planr-operate"><img src="https://agentmods.dev/badge/skills/openplanr/planr-pipeline/planr-operate/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/openplanr/planr-pipeline/planr-operate"><img src="https://agentmods.dev/badge/skills/openplanr/planr-pipeline/planr-operate.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 | $0.00046 | $0.01562 |
| Opus 5 | $0.00023 | $0.00781 |
| Sonnet 5 | $0.00009 | $0.00312 |
| Haiku 4.5 | $0.00005 | $0.00156 |
Grade A, and why
planr-operate 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 11d 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 — 104 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Planr Operate — Codex-native workflow
This skill is the primary workflow. The user does not write an orchestration
prompt or run machine lifecycle commands. Use only public planr operate
commands for user actions and the CLI-returned harness actions internally.
Default invocation
A bare $planr-operate means:
- Inspect with
planr operate inspect --json. - Select Codex through normal runtime precedence and keep that binding for the entire cycle. Never invoke another vendor runtime or its commands, assets, or models.
- If context is absent or stale, run the returned bootstrap harness. Follow bootstrap: inspect the workspace first, produce cited context claims, then present one compact context review only when owner confirmation is genuinely needed. Use Codex's native question tool when it is available; otherwise ask naturally in chat. Never dump a questionnaire.
- Preview, then start exactly one local cycle. The bare skill invocation is
authority for reversible local cycle continuation through
reviewable,blocked, orfailed; it is not authority for connected research, draft approval, route application, PLAN, SHIP, or external effects. - Execute current
handoff.next[].argvactions only. For eachharness.record, dispatch the named Codex role with its mandate and advisor procedure. Use native Codex subagents when exposed; otherwise run the same role sequentially in this Codex session. Parallelize independent advisors when safe, and record each result the instant that role returns — one role at a time against the shared session, but never waiting on a sibling first. The handoff exposes a record action for every pending role, so a slow lens cannot strand a finished one. If a role is still running as the lease window approaches, issueharness heartbeatto renew the session rather than let it expire. If a dispatched lens genuinely never returns — it exceeded its budget even after a heartbeat, or crashed — record it terminal withharness abandon --role <role> --reason "<why>". That lens becomesnot_evaluatedwith your reason, its recorded siblings are untouched, and the Chair names it as an explicit gap it must not synthesize around. Never fabricate a result for a lens that did not return. - Run CEO, CTO, CPO, CMO, COO, then Chair. Each role explores the project with Codex tools and current session permissions. Planr grants no extra permissions and supplies no repository JSON evidence body.
- Submit exactly one
[email protected]response per role: flexibleanalysisMarkdownplus citation-bearingclaims,actions,gaps, andconflicts. Uncited opinion may remain narrative but cannot materialize work. - Finalize and follow review. Use
planr operate reportwhen the handoff requests it, then present the Markdown report and provisional draft paths in chat. The dashboard is optional. - Stop at review. Ask separately before approving/discarding drafts, accepting/rejecting findings, applying/rolling back routes, invoking PLAN, invoking SHIP, connected research, or any external effect.
What ships with it
10 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- references/advisor.md 2.7 KB
- references/bootstrap.md 1.6 KB
- references/chair.md 1.1 KB
- references/review.md 964 B
- references/roles/chair.md 805 B
- references/roles/growth-market.md 662 B
- references/roles/operations-customer.md 667 B
- references/roles/product-activation.md 661 B
- references/roles/strategy-finance.md 651 B
- references/roles/technology-risk.md 655 B
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.
- 11d ago First seen · 104 lines · 46 tokens per session scan A b77ca2825036
planr-operate is a skill published in the GitHub repository openplanr/planr-pipeline (2 stars, last pushed 1mo ago), licensed MIT. It adds 46 tokens to every session and 1,562 once invoked, about $0.0002 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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