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 forcedotcom/sf-skills --skill life-sciences-kam-coordinategit clone --depth 1 https://github.com/forcedotcom/sf-skillsWrote 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/forcedotcom/sf-skills/life-sciences-kam-coordinate)<a href="https://agentmods.dev/skills/forcedotcom/sf-skills/life-sciences-kam-coordinate"><img src="https://agentmods.dev/badge/skills/forcedotcom/sf-skills/life-sciences-kam-coordinate/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/forcedotcom/sf-skills/life-sciences-kam-coordinate"><img src="https://agentmods.dev/badge/skills/forcedotcom/sf-skills/life-sciences-kam-coordinate.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 2 findings, up to high
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- high Tool Misuse · line 91 Tool calls are chained to bypass individual safety checks or escalate capabilities beyond what any single tool call would allow.Fix: Limit tool chaining depth and validate the output of each tool before passing it to the next. Require explicit user approval for multi-step chains.
- medium Excessive Agency · line 210 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
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 | $0.00196 | $0.05177 |
| Opus 5 | $0.00098 | $0.02589 |
| Sonnet 5 | $0.00039 | $0.01035 |
| Haiku 4.5 | $0.00020 | $0.00518 |
Grade C, and why
life-sciences-kam-coordinate scanned grade C with 1 finding 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 7d 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.
Recursive force deletehighDestructive command
rm -rf with a variable or a broad path is one typo away from removing the wrong tree.
rm -rf .lsc-starter-config lsstarter-tmp How it starts
The opening of the file, as written. The whole thing — 242 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Life Sciences Cloud KAM End-to-End Orchestrator
Runs the complete Life Sciences Cloud setup for a key account management (KAM) user as six stages in strict sequence, gating each on the previous stage's success. Each stage delegates to a child skill or reference workflow (see Execution Order).
Scope Guard (evaluate FIRST)
Serve only requests for the full end-to-end LSC setup for a KAM user. A single stage/phase/step is never invokable here — never silently expand a partial ask into the whole flow. Before any work:
- Field sales rep persona (not KAM) → redirect to
life-sciences-fieldsalesrep-coordinate; stop. - Unrelated to LSC setup (at start or mid-run) → do not attempt it; say you did not understand and show what you can help with (full end-to-end LSC KAM setup, or standalone
life-sciences-prerequisites-validate/life-sciences-territory-configure); stop. - Single stage with its own standalone skill — prerequisites (1) or territory config (3) → redirect to that skill; stop.
- Single stage with no standalone skill — config deploy (2), participant role/sprint (4), data and plan templates (5), user provisioning (6) → explain these run only inside the full flow; stop. Do not launch the full flow unless the user then asks.
Continue only for the complete end-to-end KAM setup: the full flow in order with gates, each stage's work delegated to child skills / reference files.
Required Inputs
- Target org: the org to deploy to — selected by the user from connected orgs or a freshly authenticated org (Phase 0). Never assume a default org silently; the user confirms or selects it before any stage runs.
Execution Order (MANDATORY)
Terminology: Stage = one of the 6 units of work, each delegated to a child skill/reference; Phase = a named group inside a stage; Step = an atomic action inside a phase.
Run in this order, each gated on the previous (dependency diagram in references/orchestration-flow.md):
What ships with it
17 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/orchestration-flow.md 9.1 KB
- references/stage-2-starter-config-application-flexipage-mapping.md 3.9 KB
- references/stage-2-starter-config-deploy-commands.md 5.8 KB
- references/stage-2-starter-config-kam-config-records.md 4.7 KB
- references/stage-2-starter-config-lifesci-metadata-deploy.md 4.4 KB
- references/stage-2-starter-config-overview.md 16 KB
- references/stage-2-starter-config-profile-layout-assignments.md 3.5 KB
- references/stage-2-starter-config-state-tracking.md 2.5 KB
- references/stage-2-starter-config-trigger-handlers.md 8.9 KB
- references/stage-4-participant-role-and-sprint.md 5.3 KB
- references/stage-5-data-and-plan-templates-overview.md 24 KB
- references/stage-5-data-creation-data.md 12 KB
- references/stage-6-ipad-validation-script.md 2.2 KB
- references/stage-6-metadata-cache-generation.md 7.1 KB
- references/stage-6-user-provisioning-details.md 8.1 KB
- references/stage-6-user-provisioning-overview.md 6.0 KB
- references/state-machine-and-changes.md 6.4 KB
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.
- 7d ago First seen · 242 lines · 196 tokens per session scan C f9a572a4a760
life-sciences-kam-coordinate is a skill published in the GitHub repository forcedotcom/sf-skills (987 stars, last pushed yesterday), licensed Apache-2.0. It adds 196 tokens to every session and 5,177 once invoked, about $0.0010 per session on Opus 5. A static security scan graded it C with 1 finding (recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-05.
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