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 Ingramradical235/anty-framework --skill plan-bgit clone --depth 1 https://github.com/Ingramradical235/anty-frameworkWrote 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/ingramradical235/anty-framework/plan-b)<a href="https://agentmods.dev/skills/ingramradical235/anty-framework/plan-b"><img src="https://agentmods.dev/badge/skills/ingramradical235/anty-framework/plan-b/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/ingramradical235/anty-framework/plan-b"><img src="https://agentmods.dev/badge/skills/ingramradical235/anty-framework/plan-b.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 | $0.00080 | $0.01535 |
| Opus 5.5 | $0.00032 | $0.00614 |
| Sonnet 5.5 | $0.00016 | $0.00307 |
| Haiku 4.5 | $0.00008 | $0.00153 |
Grade A, and why
plan-b 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 2mo 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.
This is a copy
100% identical to plan-b — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 144 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Plan B Framework
When to Apply
- After finalizing any Strategy Kernel (mandatory)
- During periodic environmental scans
- When early warning KPIs trigger
- When buffer enters YELLOW or RED
- When the founder is emotionally attached to a single plan
Core Framework
6 Environmental Forces
Monitor continuously. Any shift can invalidate the current strategy:
| Force | What to Monitor | Trigger |
|---|---|---|
| Technology | Competitor launches, new tools, paradigm shifts | New direct competitor or substitute |
| Cost structure | API costs, tool pricing, entry barriers | Unit economics change >20% |
| Customer needs | Support themes, feature requests, win/loss | NPS drop >10 or new theme >30% of tickets |
| Target customer | Cohort behavior, demographic changes | Best-retaining cohort shifts segment |
| Regulation | Laws, compliance, industry rules | New regulation affecting operations |
| Social mood | Sentiment, brand perception, trends | Sentiment spike or channel backlash |
Multi-force escalation: 2+ forces shifting simultaneously = "Strategy revalidation recommended."
Pre-Mortem (5-Step Process)
- Assume total failure: "It is 6 months from now. This strategy has completely failed."
- Enumerate 3-5 specific failure causes (concrete, not vague)
- For each cause define: prevention, Plan B, early warning KPI, trigger threshold
- Rank by likelihood x impact
- Embed triggers into monitoring for automatic Plan B activation
Scenario Planning with Auto-Triggers
Four scenarios with QUANTITATIVE trigger points:
| Scenario | Trigger | Auto-Response |
|---|---|---|
| OPTIMISTIC | Exceeds target by 20%+ | Continue scaling, increase targets |
| BASE | 80-120% of target | Maintain strategy, increase constraint effort |
| PESSIMISTIC | Buffer RED + growth <3%/week for 3 weeks | Auto-activate Plan B |
| CATASTROPHIC | Buffer >90% + negative growth for 2 weeks | Full strategy reset |
Auto-activation removes bias. Pre-commit to switching. Don't decide in the moment when sunk cost fallacy, loss aversion, and status quo bias are strongest.
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.
- 2mo ago First seen · 144 lines · 80 tokens per session scan A 5fe6d6aa592d
plan-b is a skill published in the GitHub repository Ingramradical235/anty-framework (1 stars, last pushed 18d ago), licensed MIT. It adds 80 tokens to every session and 1,535 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 100% identical to plan-b, differing in 0 lines, and is treated as a copy.
Other skills, from other repositories
choice-architecture
Nudge-based choice architecture for 3-option selection UI — smart default vs active choice, outcome mapping, channel factors, RECAP, operational transparency with source attribution, post-decision reinforcement, error-forgiving undo, peak-end session design, user contribution acknowledgment. Use when presenting…
culture-map
Erin Meyer's Culture Map with 8 dimensions, 5 launch presets (US, JP, DE, UK, FR), Layer A agent-user adaptation, Layer B content-target market adaptation, and anti-sycophancy tone calibration per culture. Use when adapting communication style to the founder's culture, localizing content for target markets, or when…
failure-essence
4 strategic failure patterns from Essence of Failure — dual-objective trap (conflict stress test), strategic ambiguity (operationalizability test), withdrawal decision protocol (pre-committed stop conditions, re-present biweekly), assumption provenance auditing (source, verification, load-bearing flag, sample size).…
kpi-tree
KPI tree decomposition from Goal to Drivers, formula-based factorization, impactweight assignment and dynamic update, Crux identification via importance x tractability, constraint Driver identification, input vs output metric classification. Use when decomposing Goals, prioritizing Drivers, or re-evaluating impact…
pipeline
Cash Machine 10-step B2B sales pipeline with 3 presets, verifiable checkpoints per step, trajectory logging, bottleneck detection with utilization formula, lead qualification gate (BANT 6-criteria), pipeline velocity and stall detection (2x threshold), two-tier probability scoring, BBS tracking, end-of-quarter…
plan-b
Plan B framework — 6 environmental forces monitoring, pre-mortem 5-step process, scenario planning with auto-trigger points, Devil's Advocate on every proposal, 100-day gate reviews, S-curve awareness, 5 hurdles to Plan B execution, boomerang prevention. Use when preparing contingencies, monitoring environmental…