lyndonkl/claude

wc-signal-emitter

Validates and persists FIFA World Cup Fantasy signal files to signals/YYYY-MM-DD-<type>.md. Checks the required frontmatter (type, round, date, emitted_by, confidence, source_urls), range-checks declared numeric signals, confirms every factual claim carries a source URL or "manager-provided", rejects unknown signal types, and refuses to persist a signal that fails validation (logging the failure instead). Keeps the inter-agent signal layer auditable so downstream agents can trust what they read…

First seen Jun 15, 2026

Installation

$ npx skills add lyndonkl/claude --skill wc-signal-emitter

Summary

  • Validates and persists FIFA World Cup Fantasy signal files to signals/YYYY-MM-DD-<type>.md.
  • Checks the required frontmatter (type, round, date, emitted_by, confidence, source_urls), range-checks declared numeric signals, confirms every factual claim carries a source URL or "manager-provided", rejects unknown signal types, and refuses to persist a signal that fails validation (logging the failure instead).
  • Keeps the inter-agent signal layer auditable so downstream agents can trust what they read and never re-derive it.
  • Use whenever an agent or skill writes a signal.

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Not declared
Cursor Not declared
Codex Not declared
GitHub Copilot Not declared
Windsurf Not declared
Gemini CLI Not declared
Cline Not declared
OpenCode Not declared

Repository health

Stars 155
Default branch main
Open issues 0
Status Active

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 3,068 B
  • docs SUMMARY.md 596 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 14 installs

SKILL.md

wc-signal-emitter — validate + persist signals

Implements the persistence side of footballfantasy/context/frameworks/signal-framework.md. Agents communicate through structured signal files; this skill is the gate that keeps those files trustworthy, so downstream agents can read rather than recompute.

Workflow

- [ ] 1. Receive the signal (frontmatter + body) and its declared type
- [ ] 2. Validate frontmatter, type, numeric ranges, source citations
- [ ] 3. If valid → write to signals/YYYY-MM-DD-<type>[-<scope>].md and return the path
- [ ] 4. If invalid → do NOT persist; return the validation errors so the caller can fix and retry

Validation checklist

  • Frontmatter present: type, round, date, emittedby, confidence (0–1), sourceurls.
  • Type known: one of the registry in signal-framework.md (scout, player-ev, clean-sheet, fixture, ownership, candidate, fitness, offspring, verify, chip-plan, transfer-plan, board). Reject unknown types.
  • Numeric ranges: any signal that declares a range is checked against it (probabilities ∈ [0,1]; ownership ∈ [0,100]; xEV ≥ 0; confidence ∈ [0,1]). Out-of-range → reject.
  • Citations: every factual claim in the body traces to a source_urls entry or is explicitly manager-provided. A signal asserting a predicted XI / injury / price / ownership with no URL → reject (or force confidence ≤ 0.35 and a "needs confirmation" flag if the caller insists it's a best-effort estimate).
  • Confidence sanity: confidence matches the framework bands (unconfirmed load-bearing fact ⇒ ≤0.35).

On failure

Do not write the file. Return the specific errors. Optionally append a one-line note to tracker/calibration-review.md if a signal repeatedly fails validation (a sign an upstream agent is mis-formatting). The caller fixes and retries.

Naming

signals/YYYY-MM-DD-<type>.md, or signals/YYYY-MM-DD-<type>-<scope>.md for per-entity signals (e.g. -scout-musiala, -candidate-A2). Round id goes in frontmatter.

Guardrails

  • No silent persistence of unvalidated signals. A bad signal poisons every downstream reader; reject it.
  • Cite or cap. Uncited factual claims either don't persist or persist at confidence ≤ 0.35 with a flag — never as confident fact.
  • One signal, one file. Don't append unrelated signals into one file; downstream readers glob by type+round.