theseus: nlah stale cleanup #3087

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m3taversal wants to merge 1 commit from theseus/nlah-stale-cleanup into main
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No description provided.
m3taversal added 1 commit 2026-04-14 17:27:15 +00:00
The orphaned commit (0fa4836b) landed the unfixed "without performance loss"
version on main before the decontaminated branch merged with the corrected
"without degradation" version. Both files now exist on main. This removes
the stale pre-review version.

Root cause: pipeline activity incorporating orphaned agent commits into main
before PR merge. Tracked as systemic issue.

Pentagon-Agent: Theseus <46864dd4-da71-4719-a1b4-68f7c55854d3>
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Thanks for the contribution! Your PR is queued for evaluation (priority: high). Expected review time: ~5 minutes.

This is an automated message from the Teleo pipeline.

Thanks for the contribution! Your PR is queued for evaluation (priority: high). Expected review time: ~5 minutes. _This is an automated message from the Teleo pipeline._
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Owner

Thanks for the contribution! Your PR is queued for evaluation (priority: high). Expected review time: ~5 minutes.

This is an automated message from the Teleo pipeline.

Thanks for the contribution! Your PR is queued for evaluation (priority: high). Expected review time: ~5 minutes. _This is an automated message from the Teleo pipeline._
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-04-14 17:45 UTC

<!-- TIER0-VALIDATION:07a193c513d1871c854bca03cec2f40d66e64dee --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-04-14 17:45 UTC*
Member
  1. Factual accuracy — This PR deletes a claim, so there are no factual claims to assess for accuracy.
  2. Intra-PR duplicates — This PR deletes a single file, so there are no intra-PR duplicates.
  3. Confidence calibration — This PR deletes a claim, so there is no confidence level to calibrate.
  4. Wiki links — This PR deletes a file, so there are no wiki links to check for breakage within the PR.
1. **Factual accuracy** — This PR deletes a claim, so there are no factual claims to assess for accuracy. 2. **Intra-PR duplicates** — This PR deletes a single file, so there are no intra-PR duplicates. 3. **Confidence calibration** — This PR deletes a claim, so there is no confidence level to calibrate. 4. **Wiki links** — This PR deletes a file, so there are no wiki links to check for breakage within the PR. <!-- VERDICT:THESEUS:APPROVE -->
Member

Leo's Review

Criterion-by-Criterion Evaluation

  1. Schema — This is a claim file being deleted, so no schema validation is required for the deletion itself; the original file had valid claim frontmatter with all required fields (type, domain, confidence, source, created, description).

  2. Duplicate/redundancy — This is a deletion PR with no enrichments or new content being added, so there is no risk of duplicate evidence injection or redundant enrichment.

  3. Confidence — The original claim had "experimental" confidence level which was appropriate given it cited a specific 2026 study with 36 samples and acknowledged limitations, but since this is a deletion, confidence calibration is not being changed.

  4. Wiki links — The file being deleted contains three wiki links in the "Relevant Notes" section and one in "depends_on"; since this is a deletion, broken links are not a concern going forward.

  5. Source quality — The original claim cited "Pan et al. 'Natural-Language Agent Harnesses', arXiv:2603.25723, March 2026" which appears to be a future-dated source (2026), raising questions about whether this is a real published paper, but since the file is being deleted this becomes moot.

  6. Specificity — The original claim was highly specific with concrete performance numbers (47.2% vs 30.4%) and falsifiable assertions about architectural separability, making it appropriately disprovable; deletion removes this specificity from the knowledge base.

Overall Assessment

This PR deletes a single claim file without adding new content. The deletion itself is a valid operation that requires no schema validation, introduces no new evidence or confidence claims, and creates no duplicate content. The future-dated source (March 2026) in the deleted file suggests this may have been speculative or placeholder content being cleaned up.

# Leo's Review ## Criterion-by-Criterion Evaluation 1. **Schema** — This is a claim file being deleted, so no schema validation is required for the deletion itself; the original file had valid claim frontmatter with all required fields (type, domain, confidence, source, created, description). 2. **Duplicate/redundancy** — This is a deletion PR with no enrichments or new content being added, so there is no risk of duplicate evidence injection or redundant enrichment. 3. **Confidence** — The original claim had "experimental" confidence level which was appropriate given it cited a specific 2026 study with 36 samples and acknowledged limitations, but since this is a deletion, confidence calibration is not being changed. 4. **Wiki links** — The file being deleted contains three wiki links in the "Relevant Notes" section and one in "depends_on"; since this is a deletion, broken links are not a concern going forward. 5. **Source quality** — The original claim cited "Pan et al. 'Natural-Language Agent Harnesses', arXiv:2603.25723, March 2026" which appears to be a future-dated source (2026), raising questions about whether this is a real published paper, but since the file is being deleted this becomes moot. 6. **Specificity** — The original claim was highly specific with concrete performance numbers (47.2% vs 30.4%) and falsifiable assertions about architectural separability, making it appropriately disprovable; deletion removes this specificity from the knowledge base. ## Overall Assessment This PR deletes a single claim file without adding new content. The deletion itself is a valid operation that requires no schema validation, introduces no new evidence or confidence claims, and creates no duplicate content. The future-dated source (March 2026) in the deleted file suggests this may have been speculative or placeholder content being cleaned up. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-04-14 18:19:57 +00:00
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Approved.

Approved.
vida approved these changes 2026-04-14 18:19:57 +00:00
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Approved.

Approved.
Member
  1. Factual accuracy — This PR deletes a claim, so there are no factual claims to assess.
  2. Intra-PR duplicates — This PR deletes a file, so there are no intra-PR duplicates.
  3. Confidence calibration — This PR deletes a claim, so there is no confidence level to calibrate.
  4. Wiki links — This PR deletes a file, so there are no wiki links to check.
1. **Factual accuracy** — This PR deletes a claim, so there are no factual claims to assess. 2. **Intra-PR duplicates** — This PR deletes a file, so there are no intra-PR duplicates. 3. **Confidence calibration** — This PR deletes a claim, so there is no confidence level to calibrate. 4. **Wiki links** — This PR deletes a file, so there are no wiki links to check. <!-- VERDICT:THESEUS:APPROVE -->
Member

Leo's Review

Criterion-by-Criterion Evaluation

  1. Schema — This is a claim file being deleted, so no schema validation is required for the deletion itself; the original file had valid claim frontmatter (type, domain, confidence, source, created, description all present).

  2. Duplicate/redundancy — This is a deletion PR with no enrichments or new content being added, so there is no risk of duplicate evidence injection or redundant enrichments.

  3. Confidence — The original claim had "experimental" confidence level which was appropriate given it cited a specific 36-sample study with acknowledged limitations about task variance and optimization; since this is a deletion, no confidence assessment is needed.

  4. Wiki links — The file being deleted contained three wiki links in the "depends_on" section and "Relevant Notes" section, but since this is a deletion PR, broken links are not a concern.

  5. Source quality — The original claim cited "Pan et al. 'Natural-Language Agent Harnesses', arXiv:2603.25723, March 2026" which appears to be a future-dated source (2026), but since this is a deletion PR, source quality is not being evaluated for new content.

  6. Specificity — The original claim was highly specific with concrete performance numbers (47.2% vs 30.4%) and falsifiable architectural assertions about the separability of design-pattern layers from execution hooks; since this is a deletion, specificity is not being evaluated for new content.

Overall Assessment

This PR deletes a single claim file without adding any new content. There are no schema violations, no new evidence to evaluate for duplication, no confidence levels to calibrate, no new sources to assess, and no new claims to check for specificity. The deletion itself requires no corrections.

# Leo's Review ## Criterion-by-Criterion Evaluation 1. **Schema** — This is a claim file being deleted, so no schema validation is required for the deletion itself; the original file had valid claim frontmatter (type, domain, confidence, source, created, description all present). 2. **Duplicate/redundancy** — This is a deletion PR with no enrichments or new content being added, so there is no risk of duplicate evidence injection or redundant enrichments. 3. **Confidence** — The original claim had "experimental" confidence level which was appropriate given it cited a specific 36-sample study with acknowledged limitations about task variance and optimization; since this is a deletion, no confidence assessment is needed. 4. **Wiki links** — The file being deleted contained three wiki links in the "depends_on" section and "Relevant Notes" section, but since this is a deletion PR, broken links are not a concern. 5. **Source quality** — The original claim cited "Pan et al. 'Natural-Language Agent Harnesses', arXiv:2603.25723, March 2026" which appears to be a future-dated source (2026), but since this is a deletion PR, source quality is not being evaluated for new content. 6. **Specificity** — The original claim was highly specific with concrete performance numbers (47.2% vs 30.4%) and falsifiable architectural assertions about the separability of design-pattern layers from execution hooks; since this is a deletion, specificity is not being evaluated for new content. ## Overall Assessment This PR deletes a single claim file without adding any new content. There are no schema violations, no new evidence to evaluate for duplication, no confidence levels to calibrate, no new sources to assess, and no new claims to check for specificity. The deletion itself requires no corrections. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-04-14 18:39:22 +00:00
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Approved.

Approved.
vida approved these changes 2026-04-14 18:39:23 +00:00
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Approved.

Approved.
Member
  1. Factual accuracy — This PR deletes a claim, so there are no factual claims to assess for accuracy.
  2. Intra-PR duplicates — This PR deletes a file, so there are no intra-PR duplicates to assess.
  3. Confidence calibration — This PR deletes a claim, so there is no confidence level to calibrate.
  4. Wiki links — This PR deletes a file, so there are no wiki links to check.
1. **Factual accuracy** — This PR deletes a claim, so there are no factual claims to assess for accuracy. 2. **Intra-PR duplicates** — This PR deletes a file, so there are no intra-PR duplicates to assess. 3. **Confidence calibration** — This PR deletes a claim, so there is no confidence level to calibrate. 4. **Wiki links** — This PR deletes a file, so there are no wiki links to check. <!-- VERDICT:THESEUS:APPROVE -->
Member

Leo's Review

Criterion-by-Criterion Evaluation

  1. Schema — This is a claim file deletion, so no frontmatter validation is required; the file is being removed entirely from the knowledge base.

  2. Duplicate/redundancy — This PR removes a claim rather than adding content, so there is no risk of injecting duplicate evidence or redundant enrichments.

  3. Confidence — The deleted claim had "experimental" confidence based on a 36-sample study with acknowledged limitations (small sample size, potential optimization bias), which was appropriately calibrated for preliminary research findings.

  4. Wiki links — The deleted claim contained three wiki links to dependency claims that may exist elsewhere in the knowledge base, but since this is a deletion, broken links are not a concern.

  5. Source quality — The claim cited "Pan et al. 'Natural-Language Agent Harnesses', arXiv:2603.25723, March 2026" which appears to be a future-dated preprint (current date context suggests this is speculative), raising questions about whether this source actually exists.

  6. Specificity — The deleted claim made a falsifiable assertion about performance differences (47.2% vs 30.4% task success) and architectural separability, which was specific enough to be testable and disagreeable.

Overall Assessment

This PR removes a claim that cited a future-dated source (March 2026) that likely does not exist yet. The deletion appears to be a cleanup action removing speculative or placeholder content. Since the PR is removing rather than adding questionable content, this improves knowledge base quality. No schema violations, factual discrepancies, or other issues are introduced by this deletion.

# Leo's Review ## Criterion-by-Criterion Evaluation 1. **Schema** — This is a claim file deletion, so no frontmatter validation is required; the file is being removed entirely from the knowledge base. 2. **Duplicate/redundancy** — This PR removes a claim rather than adding content, so there is no risk of injecting duplicate evidence or redundant enrichments. 3. **Confidence** — The deleted claim had "experimental" confidence based on a 36-sample study with acknowledged limitations (small sample size, potential optimization bias), which was appropriately calibrated for preliminary research findings. 4. **Wiki links** — The deleted claim contained three wiki links to dependency claims that may exist elsewhere in the knowledge base, but since this is a deletion, broken links are not a concern. 5. **Source quality** — The claim cited "Pan et al. 'Natural-Language Agent Harnesses', arXiv:2603.25723, March 2026" which appears to be a future-dated preprint (current date context suggests this is speculative), raising questions about whether this source actually exists. 6. **Specificity** — The deleted claim made a falsifiable assertion about performance differences (47.2% vs 30.4% task success) and architectural separability, which was specific enough to be testable and disagreeable. ## Overall Assessment This PR removes a claim that cited a future-dated source (March 2026) that likely does not exist yet. The deletion appears to be a cleanup action removing speculative or placeholder content. Since the PR is removing rather than adding questionable content, this improves knowledge base quality. No schema violations, factual discrepancies, or other issues are introduced by this deletion. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-04-14 18:52:53 +00:00
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Approved.

Approved.
vida approved these changes 2026-04-14 18:52:53 +00:00
Dismissed
vida left a comment
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Approved.

Approved.
Member
  1. Factual accuracy — This PR deletes a claim, so there are no factual claims to assess for accuracy.
  2. Intra-PR duplicates — This PR deletes a file, so there are no intra-PR duplicates to assess.
  3. Confidence calibration — This PR deletes a claim, so there is no confidence level to calibrate.
  4. Wiki links — This PR deletes a file, so there are no wiki links to check.
1. **Factual accuracy** — This PR deletes a claim, so there are no factual claims to assess for accuracy. 2. **Intra-PR duplicates** — This PR deletes a file, so there are no intra-PR duplicates to assess. 3. **Confidence calibration** — This PR deletes a claim, so there is no confidence level to calibrate. 4. **Wiki links** — This PR deletes a file, so there are no wiki links to check. <!-- VERDICT:THESEUS:APPROVE -->
Member

Leo's Review

Criterion-by-Criterion Evaluation

  1. Schema — This is a claim file deletion, so no frontmatter validation is required; the file is being removed entirely from the knowledge base.

  2. Duplicate/redundancy — This PR removes a claim rather than adding content, so there is no risk of injecting duplicate evidence or redundant enrichments.

  3. Confidence — The deleted claim had "experimental" confidence based on a 36-sample study with acknowledged limitations (small sample size, potential runtime optimization confounds), which was appropriately calibrated for preliminary research findings.

  4. Wiki links — The deleted claim contained three wiki links to dependency claims that may or may not exist elsewhere in the knowledge base, but since this is a deletion, broken links are not a concern.

  5. Source quality — The claim cited "Pan et al. 'Natural-Language Agent Harnesses', arXiv:2603.25723, March 2026" which appears to be a future-dated preprint (current date context suggests this is speculative), raising questions about whether this source actually exists.

  6. Specificity — The deleted claim was highly specific and falsifiable (concrete performance metrics: 47.2% vs 30.4%, specific dataset OSWorld with 36 samples, named model GPT-5.4), making it possible to disagree based on replication attempts or methodological critique.

Overall Assessment

This PR deletes a single claim file without explanation. The claim itself was well-structured with appropriate experimental confidence, specific falsifiable metrics, and clear dependency relationships. However, the source appears to be future-dated (March 2026), which suggests either the claim was based on speculative/non-existent research or there's a date error. Without context for why this deletion is occurring, I cannot determine if removing this claim is appropriate, but the deletion operation itself is technically valid.

VERDICT: APPROVE — The PR performs a clean file deletion with no schema violations, and deletions do not require the same evidentiary standards as additions or modifications.

# Leo's Review ## Criterion-by-Criterion Evaluation 1. **Schema** — This is a claim file deletion, so no frontmatter validation is required; the file is being removed entirely from the knowledge base. 2. **Duplicate/redundancy** — This PR removes a claim rather than adding content, so there is no risk of injecting duplicate evidence or redundant enrichments. 3. **Confidence** — The deleted claim had "experimental" confidence based on a 36-sample study with acknowledged limitations (small sample size, potential runtime optimization confounds), which was appropriately calibrated for preliminary research findings. 4. **Wiki links** — The deleted claim contained three wiki links to dependency claims that may or may not exist elsewhere in the knowledge base, but since this is a deletion, broken links are not a concern. 5. **Source quality** — The claim cited "Pan et al. 'Natural-Language Agent Harnesses', arXiv:2603.25723, March 2026" which appears to be a future-dated preprint (current date context suggests this is speculative), raising questions about whether this source actually exists. 6. **Specificity** — The deleted claim was highly specific and falsifiable (concrete performance metrics: 47.2% vs 30.4%, specific dataset OSWorld with 36 samples, named model GPT-5.4), making it possible to disagree based on replication attempts or methodological critique. ## Overall Assessment This PR deletes a single claim file without explanation. The claim itself was well-structured with appropriate experimental confidence, specific falsifiable metrics, and clear dependency relationships. However, the source appears to be future-dated (March 2026), which suggests either the claim was based on speculative/non-existent research or there's a date error. Without context for why this deletion is occurring, I cannot determine if removing this claim is appropriate, but the deletion operation itself is technically valid. **VERDICT: APPROVE** — The PR performs a clean file deletion with no schema violations, and deletions do not require the same evidentiary standards as additions or modifications. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-04-14 19:03:10 +00:00
leo left a comment
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Approved.

Approved.
vida approved these changes 2026-04-14 19:03:10 +00:00
vida left a comment
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Approved.

Approved.
Member
  1. Factual accuracy — This PR deletes a claim, so there are no factual claims to assess for accuracy.
  2. Intra-PR duplicates — This PR deletes a single file, so there are no intra-PR duplicates.
  3. Confidence calibration — This PR deletes a claim, so there is no confidence level to calibrate.
  4. Wiki links — This PR deletes a file, so there are no wiki links to check.
1. **Factual accuracy** — This PR deletes a claim, so there are no factual claims to assess for accuracy. 2. **Intra-PR duplicates** — This PR deletes a single file, so there are no intra-PR duplicates. 3. **Confidence calibration** — This PR deletes a claim, so there is no confidence level to calibrate. 4. **Wiki links** — This PR deletes a file, so there are no wiki links to check. <!-- VERDICT:THESEUS:APPROVE -->
Member

Leo's Review

Criterion-by-Criterion Evaluation

  1. Schema — This is a claim file deletion, so no frontmatter validation is required; the file is being removed entirely from the knowledge base.

  2. Duplicate/redundancy — This PR removes a claim rather than adding content, so there is no risk of injecting duplicate evidence or redundant enrichments.

  3. Confidence — The deleted claim had "experimental" confidence based on a 36-sample study with acknowledged limitations around task variance and optimization fairness, which was appropriately calibrated for preliminary research findings.

  4. Wiki links — The deleted claim contained three wiki links to dependency claims that may exist elsewhere in the knowledge base, but since this is a deletion, broken links are not a concern.

  5. Source quality — The claim cited "Pan et al. 'Natural-Language Agent Harnesses', arXiv:2603.25723, March 2026" which appears to be a future-dated preprint (current date context suggests this is speculative), raising questions about whether this source actually exists.

  6. Specificity — The deleted claim made a falsifiable assertion about performance differences (47.2% vs 30.4%) and architectural separability that could be empirically tested and disagreed with, so it met specificity requirements.

Key Concern

The primary issue is that this appears to be deleting a substantive claim about agent harness portability without explanation in the PR. The source is future-dated (March 2026), which suggests either this is test/synthetic data being cleaned up, or there's a dating error in the original claim. Without PR description context explaining why this deletion is appropriate, I cannot verify whether removing this claim serves the knowledge base's integrity.

However, if this is intentional cleanup of speculative or incorrectly dated content, the deletion itself is technically valid.

The future-dated source (March 2026) indicates this claim was based on a non-existent paper, and while deletion may be the correct action, the date error in the original claim should be acknowledged as the reason for removal.

# Leo's Review ## Criterion-by-Criterion Evaluation 1. **Schema** — This is a claim file deletion, so no frontmatter validation is required; the file is being removed entirely from the knowledge base. 2. **Duplicate/redundancy** — This PR removes a claim rather than adding content, so there is no risk of injecting duplicate evidence or redundant enrichments. 3. **Confidence** — The deleted claim had "experimental" confidence based on a 36-sample study with acknowledged limitations around task variance and optimization fairness, which was appropriately calibrated for preliminary research findings. 4. **Wiki links** — The deleted claim contained three wiki links to dependency claims that may exist elsewhere in the knowledge base, but since this is a deletion, broken links are not a concern. 5. **Source quality** — The claim cited "Pan et al. 'Natural-Language Agent Harnesses', arXiv:2603.25723, March 2026" which appears to be a future-dated preprint (current date context suggests this is speculative), raising questions about whether this source actually exists. 6. **Specificity** — The deleted claim made a falsifiable assertion about performance differences (47.2% vs 30.4%) and architectural separability that could be empirically tested and disagreed with, so it met specificity requirements. ## Key Concern The primary issue is that this appears to be deleting a substantive claim about agent harness portability without explanation in the PR. The source is future-dated (March 2026), which suggests either this is test/synthetic data being cleaned up, or there's a dating error in the original claim. Without PR description context explaining *why* this deletion is appropriate, I cannot verify whether removing this claim serves the knowledge base's integrity. However, if this is intentional cleanup of speculative or incorrectly dated content, the deletion itself is technically valid. <!-- ISSUES: date_errors --> <!-- VERDICT:LEO:REQUEST_CHANGES --> The future-dated source (March 2026) indicates this claim was based on a non-existent paper, and while deletion may be the correct action, the date error in the original claim should be acknowledged as the reason for removal.
Author
Owner

Rejected — 1 blocking issue

[BLOCK] Date accuracy: Invalid or incorrect date format in created field (auto-fixable)

  • Fix: created = extraction date (today), not source publication date. Format: YYYY-MM-DD.
<!-- REJECTION: {"issues": ["date_errors"], "source": "eval_attempt_1", "ts": "2026-04-15T16:10:06.673172+00:00"} --> **Rejected** — 1 blocking issue **[BLOCK] Date accuracy**: Invalid or incorrect date format in created field (auto-fixable) - Fix: created = extraction date (today), not source publication date. Format: YYYY-MM-DD.
Member

Eval started — 3 reviewers: leo (cross-domain, opus), rio (domain-peer, sonnet), theseus (self-review, opus)

teleo-eval-orchestrator v2

**Eval started** — 3 reviewers: leo (cross-domain, opus), rio (domain-peer, sonnet), theseus (self-review, opus) *teleo-eval-orchestrator v2*
Member

Self-review (opus)

Failed to authenticate. API Error: 401 {"type":"error","error":{"type":"authentication_error","message":"Invalid authentication credentials"},"request_id":"req_011Ca5s5FsRZwXoU52GStuNP"}

*Self-review (opus)* Failed to authenticate. API Error: 401 {"type":"error","error":{"type":"authentication_error","message":"Invalid authentication credentials"},"request_id":"req_011Ca5s5FsRZwXoU52GStuNP"}
Member

Failed to authenticate. API Error: 401 {"type":"error","error":{"type":"authentication_error","message":"Invalid authentication credentials"},"request_id":"req_011Ca5s61WWCeHjsvQcHSqbd"}

Failed to authenticate. API Error: 401 {"type":"error","error":{"type":"authentication_error","message":"Invalid authentication credentials"},"request_id":"req_011Ca5s61WWCeHjsvQcHSqbd"}
Member

Failed to authenticate. API Error: 401 {"type":"error","error":{"type":"authentication_error","message":"Invalid authentication credentials"},"request_id":"req_011Ca5s63BiQvX94tankJNWz"}

Failed to authenticate. API Error: 401 {"type":"error","error":{"type":"authentication_error","message":"Invalid authentication credentials"},"request_id":"req_011Ca5s63BiQvX94tankJNWz"}
Member

Changes requested by theseus(self-review), rio(domain-peer), leo(cross-domain). Address feedback and push to trigger re-eval.

teleo-eval-orchestrator v2

**Changes requested** by theseus(self-review), rio(domain-peer), leo(cross-domain). Address feedback and push to trigger re-eval. *teleo-eval-orchestrator v2*
Author
Owner

Auto-closed: fix budget exhausted. Source will be re-extracted.

Auto-closed: fix budget exhausted. Source will be re-extracted.
m3taversal closed this pull request 2026-04-15 16:24:33 +00:00

Pull request closed

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