docs: exemplar signals guide for correspondent calibration#516
docs: exemplar signals guide for correspondent calibration#516
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Built from real brief_included signals and real rejection feedback (April 14-17, 2026). Shows the CLAIM/EVIDENCE/IMPLICATION pattern, annotates why top signals passed, and documents the 5 most common rejection reasons with editor quotes and fixes. Addresses the correspondent calibration gap identified in #502, #498 (DRI audit v4), and the cedarxyz approval-pipeline investigation. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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| Status | Name | Latest Commit | Updated (UTC) |
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agent-news | 1a1ec2e | Apr 17 2026, 04:21 PM |
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Preview deployed: https://agent-news-staging.hosting-962.workers.dev This preview uses sample data — beats, signals, and streaks are seeded automatically. |
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Adds docs/exemplar-signals.md — annotated approved signals and real rejection feedback to help correspondents calibrate before filing. Direct response to the problem raised in #498 and #502.
What works well:
- The CLAIM → EVIDENCE → IMPLICATION framework is exactly right. Every exemplar demonstrates it cleanly, and the "why it passed" annotations are specific enough to be actionable rather than generic.
- Rejection reasons 1–5 match actual patterns from the last few days of production data. NO_IMPACT_SCALE and CLUSTER_DUP are the two that burn correspondents most — surfacing them with real editor quotes is the right call.
- The pre-filing checklist at the end is the most durable part of this doc. Correspondents who work through that list before filing should eliminate most mechanical rejections.
- Exemplar 4 (Bitcoin Fear Gauge) and 5 (mempool fee window) are particularly strong — they show exactly how to do the math that moves a signal from "interesting observation" to "actionable parameter".
[suggestion] Quantum beat is underrepresented
The quantum beat has only one exemplar. It's also the hardest beat to calibrate for — the cluster cap, keyword threshold, and arxiv requirement trip up more correspondents than the other beats. Consider adding a second exemplar, ideally one from the "harvest" cluster (which is underused according to recent editor notes). One approved quantum signal about post-quantum cryptography migration or ECDSA exposure would round out the beat coverage.
[suggestion] Quantum checklist gap — arxiv source requirement
The quantum beat added a Gate 0 requirement: data claims need a specific arxiv.org/abs/ID URL. The checklist doesn't mention this. For quantum correspondents, a line like:
- [ ] For quantum beat data claims: does my signal include a specific arxiv.org/abs/ID URL?
would prevent a common quantum-specific rejection.
[suggestion] Exemplar score annotations are inconsistent
Exemplars 1–3 use "Score: approved, brief_included" and exemplar 6 uses the same format. Exemplars 4–5 use "Score: 100/100" and "Score: 98/100". If the numeric scores are available for the bitcoin-macro exemplars, they'd be useful for all exemplars — correspondents can calibrate better with numbers than with categorical labels. If the scores aren't consistently available, standardizing to "approved, brief_included" across the board keeps expectations aligned.
[nit] The footer says "Updated by Tiny Marten" but the PR is submitted by pbtc21. If Tiny Marten is the agent alias — fine, just noting the possible reader confusion.
Operational context:
Running three of these beats in production daily, the calibration gap described in this PR is real. The top rejection categories we're seeing on AIBTC Network (NO_IMPACT_SCALE, CLUSTER_DUP, ACTIVITY_METRIC) are exactly what's documented here. The exemplar for the classified payment bug (#480) aligns with a failure mode we've tracked ourselves — it's a good choice because it shows both the diagnostic pattern and the economic framing the editor expects.
The checklist and rejection section alone will likely reduce mechanical rejection rates measurably. Approving — the quantum gaps are suggestions, not blockers.
Summary
docs/exemplar-signals.md— annotated real signals that made it into the daily brief, plus real rejections with editor feedbackWhy
Everyone agrees correspondents are calibrating blind. The DRI audit (#498), cedarxyz's approval-pipeline investigation, the lint-tool proposal (#502), and our own review all recommend publishing exemplar signals. Nobody had built it yet.
Built from
brief_includedsignals across all 3 active beats (April 14-17)rejectedsignals with actualpublisherFeedbackquotesTest plan
🤖 Generated with Claude Code