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 pipelinegit 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/pipeline)<a href="https://agentmods.dev/skills/ingramradical235/anty-framework/pipeline"><img src="https://agentmods.dev/badge/skills/ingramradical235/anty-framework/pipeline/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/pipeline"><img src="https://agentmods.dev/badge/skills/ingramradical235/anty-framework/pipeline.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 | $0.00084 | $0.01665 |
| Opus 5 | $0.00042 | $0.00833 |
| Sonnet 5 | $0.00017 | $0.00333 |
| Haiku 4.5 | $0.00008 | $0.00167 |
Grade A, and why
pipeline 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.
This is a copy
100% identical to pipeline — 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 — 164 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Sales Pipeline (Cash Machine)
When to Apply
- Managing deal flow through the sales pipeline
- Detecting and resolving pipeline bottlenecks
- Revenue forecasting
- When deals stall or pipeline health degrades
- Onboarding pipeline configuration
Core Framework
10-Step B2B Pipeline (Default)
| Step | Name | Completion Criteria |
|---|---|---|
| 1 | Prospect Identified | Prospect entered into system |
| 2 | Qualified | Confirmed: problem, budget, authority, timeline, fit, margin |
| 3 | Needs Assessed | Gathered information to understand specific needs |
| 4 | Needs Confirmed | Prospect agrees with our understanding |
| 5 | Overview Presented | Product overview delivered (no detailed pricing) |
| 6 | Proposal Submitted | Solution proposal + technical feasibility demonstrated |
| 7 | Demo/Trial | Customized demo or trial for specific conditions |
| 8 | Quote Submitted | Formal pricing presented upon request |
| 9 | Negotiation | Active negotiation on price/terms/timeline |
| 10 | Closed Won | Purchase order or contract signed |
3 Pipeline Presets
- B2B SaaS (default): Full 10-step pipeline above
- B2C / PLG: Simplified funnel: Visitor -> Signup -> Activation -> Conversion -> Retention
- Enterprise / Complex Sales: Extended with relationship mapping, multi-stakeholder tracking
Verifiable Checkpoints
Each step has an objective verification criterion — no advancement on belief alone:
| Step | Verification | Method |
|---|---|---|
| 1 | Prospect exists in system | CRM record created (automated) |
| 2 | All BANT fields populated | Data completeness check (automated) |
| 3 | Needs document exists | File/note attached (automated) |
| 4 | Prospect confirmation received | Email/message logged (semi-automated) |
| 5 | Presentation delivered | Calendar event + follow-up sent (automated) |
| 6 | Proposal document sent | Email delivery confirmed (automated) |
| 7 | Demo/trial completed | Calendar event or trial account activated (automated) |
| 8 | Quote delivered | Email delivery + open tracking (automated) |
| 9 | Negotiation active | Reply/counter-proposal within 14 days (automated) |
| 10 | Contract signed | Signed document in system (automated) |
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 · 164 lines · 84 tokens per session scan A e1a2f3ad4017
pipeline is a skill published in the GitHub repository Ingramradical235/anty-framework (1 stars, last pushed yesterday), licensed MIT. It adds 84 tokens to every session and 1,665 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. It is 100% identical to pipeline, differing in 0 lines, and is treated as a copy.
Other skills, from other repositories
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…
critical-chain
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choice-architecture
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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…