Upgrade ai-driven-analysis-guide to v3.0 and improve all news workflow AI prompts by Copilot · Pull Request #1522 · Hack23/riksdagsmonitor

Copilot · 2026-04-02T23:40:10Z

…ic patterns, AI-first analysis, title/description generation prompts, and analysis-to-article linking Agent-Logs-Url: https://github.com/Hack23/riksdagsmonitor/sessions/0de5c0c8-e89e-4ae5-9e35-4838e5fd2086 Co-authored-by: pethers <1726836+pethers@users.noreply.github.com>

…TERNS with 2026-04-02 quality audit Agent-Logs-Url: https://github.com/Hack23/riksdagsmonitor/sessions/0de5c0c8-e89e-4ae5-9e35-4838e5fd2086 Co-authored-by: pethers <1726836+pethers@users.noreply.github.com>

…ared prompt blocks to SHARED_PROMPT_PATTERNS.md Agent-Logs-Url: https://github.com/Hack23/riksdagsmonitor/sessions/b373dbb2-7cc6-4a16-a455-a217599ce3ea Co-authored-by: pethers <1726836+pethers@users.noreply.github.com>

…structions to all 11 news workflow prompts Agent-Logs-Url: https://github.com/Hack23/riksdagsmonitor/sessions/b373dbb2-7cc6-4a16-a455-a217599ce3ea Co-authored-by: pethers <1726836+pethers@users.noreply.github.com>

…ss.ts, and shared.ts per ai-driven-analysis-guide.md Rule 2 Agent-Logs-Url: https://github.com/Hack23/riksdagsmonitor/sessions/b373dbb2-7cc6-4a16-a455-a217599ce3ea Co-authored-by: pethers <1726836+pethers@users.noreply.github.com>

github-actions · 2026-04-02T23:40:56Z

🏷️ Automatic Labeling Summary

This PR has been automatically labeled based on the files changed and PR metadata.

Applied Labels: documentation,workflow,ci-cd,refactor,size-l,news,agentic-workflow

Label Categories

🗳️ Content: news, dashboard, visualization, intelligence
💻 Technology: html-css, javascript, workflow, security
📊 Data: cia-data, riksdag-data, data-pipeline, schema
🌍 I18n: i18n, translation, rtl
🔒 ISMS: isms, iso-27001, nist-csf, cis-controls
🏗️ Infrastructure: ci-cd, deployment, performance, monitoring
🔄 Quality: testing, accessibility, documentation, refactor
🤖 AI: agent, skill, agentic-workflow

For more information, see .github/labeler.yml.

github-actions · 2026-04-02T23:41:14Z

🔍 Lighthouse Performance Audit

Category	Score	Status
Performance	85/100	🟡
Accessibility	95/100	🟢
Best Practices	90/100	🟢
SEO	95/100	🟢

📥 Download full Lighthouse report

Budget Compliance: Performance budgets enforced via budget.json

Copilot

Pull request overview

Updates the AI-driven analysis methodology and standardizes stronger AI prompt requirements across all news-generation workflows, while marking legacy script-based analysis generators as deprecated fallbacks.

Changes:

Bumps ai-driven-analysis-guide.md to v3.0 with AI-first protocols for titles/meta and mandatory analysis-to-article linking.
Expands SHARED_PROMPT_PATTERNS.md with shared “AI title/meta” and “GitHub analysis references” blocks for reuse across workflows.
Adds a new post-generation step (Step 3b/3c) to all news workflows to enforce AI-written titles/meta descriptions and insert “📊 Analysis & Sources” links.

Reviewed changes

Copilot reviewed 16 out of 16 changed files in this pull request and generated 4 comments.

Show a summary per file

File	Description
scripts/generate-news-enhanced/ai-analysis-pipeline.ts	Adds deprecation notice clarifying analysis-prose functions are fallback stubs.
scripts/data-transformers/content-generators/shared.ts	Adds deprecation notice for template-driven analysis prose generators.
scripts/data-transformers/content-generators/newsworthiness.ts	Adds deprecation notice for heuristic significance scoring as editorial output.
analysis/methodologies/ai-driven-analysis-guide.md	Upgrades methodology to v3.0 with new AI-first protocols and reference-linking requirements.
.github/workflows/SHARED_PROMPT_PATTERNS.md	Adds reusable prompt blocks and updates quality audit findings and enforcement guidance.
.github/workflows/news-committee-reports.md	Adds Step 3b to require AI title/meta rewrite and analysis GitHub links.
.github/workflows/news-propositions.md	Adds Step 3b to require AI title/meta rewrite and analysis GitHub links.
.github/workflows/news-interpellations.md	Adds Step 3c to require AI title/meta rewrite and analysis GitHub links (after existing Step 3b).
.github/workflows/news-motions.md	Adds Step 3b to require AI title/meta rewrite and analysis GitHub links.
.github/workflows/news-evening-analysis.md	Adds Step 3b to require AI title/meta rewrite and link to all relevant analysis folders for the day.
.github/workflows/news-article-generator.md	Adds Step 3b to require AI title/meta rewrite and analysis GitHub links for generated articles.
.github/workflows/news-realtime-monitor.md	Adds Step 3b to require AI title/meta rewrite and references for realtime analysis folders.
.github/workflows/news-week-ahead.md	Adds Step 3b to require AI title/meta rewrite and references for week-ahead analysis.
.github/workflows/news-month-ahead.md	Adds Step 3b to require AI title/meta rewrite and references for month-ahead analysis.
.github/workflows/news-weekly-review.md	Adds Step 3b to require AI title/meta rewrite and references for weekly-review analysis.
.github/workflows/news-monthly-review.md	Adds Step 3b to require AI title/meta rewrite and references for monthly-review analysis.

Copilot · 2026-04-02T23:47:00Z

.github/workflows/SHARED_PROMPT_PATTERNS.md

+**These scripts may still be called for data downloading and HTML formatting functions**, but their analysis output (SWOT entries, risk scores, classifications, titles, descriptions, editorial judgments) MUST be treated as stubs that the AI agent MUST overwrite with real template-compliant analysis.
 ````



There’s an unmatched closing fence (````) here after the deprecated scripts table. Nothing opens a 4-backtick fence in this section, so this line will break Markdown rendering for the remainder of the document. Remove it (or add the corresponding opening fence if one is intended).

Copilot · 2026-04-02T23:47:00Z

analysis/methodologies/ai-driven-analysis-guide.md

+| Deprecated Function | File | Replacement |
+|---------------------|------|-------------|
+| `buildDynamicSwot()` | `ai-analysis-pipeline.ts:561-659` | AI prompt: "Generate SWOT for all 8 stakeholder groups with dok_id evidence" |
+| `buildStrategicImplications()` | `ai-analysis-pipeline.ts:661-730` | AI prompt: "Write strategic implications paragraph citing specific policy signals" |
+| `buildKeyTakeaways()` | `ai-analysis-pipeline.ts:734-774` | AI prompt: "Extract 5 key takeaways with confidence levels and evidence" |
+| `buildLegislativeImpact()` | `ai-analysis-pipeline.ts:248-264` | AI prompt: "Assess legislative impact using committee + vote data" |
+| `buildCrossPartyImplications()` | `ai-analysis-pipeline.ts:266-280` | AI prompt: "Analyze cross-party dynamics from voting records and motions" |
+| `generateDeepAnalysisSection()` | `shared.ts:456-590` | AI prompt: "Write 5W deep analysis (Who/What/When/Why/Winners)" |
+| `scoreNewsworthiness()` | `newsworthiness.ts:251-305` | AI prompt: "Score newsworthiness 0-100 with dimension breakdown" |
+| All `*Text()` templates | `shared.ts:396-857` | AI prompt: "Write editorial analysis based on actual document data" |


This “Deprecated Code Functions” table includes hard-coded line ranges (e.g., ai-analysis-pipeline.ts:248-264 / :266-280) that don’t match the current file (these functions start later). Since line numbers will drift, either update them to be accurate now or remove the ranges and link to symbols/sections instead to avoid future documentation rot.

Suggested change

| Deprecated Function | File | Replacement |

|---------------------|------|-------------|

| `buildDynamicSwot()` | `ai-analysis-pipeline.ts:561-659` | AI prompt: "Generate SWOT for all 8 stakeholder groups with dok_id evidence" |

| `buildStrategicImplications()` | `ai-analysis-pipeline.ts:661-730` | AI prompt: "Write strategic implications paragraph citing specific policy signals" |

| `buildKeyTakeaways()` | `ai-analysis-pipeline.ts:734-774` | AI prompt: "Extract 5 key takeaways with confidence levels and evidence" |

| `buildLegislativeImpact()` | `ai-analysis-pipeline.ts:248-264` | AI prompt: "Assess legislative impact using committee + vote data" |

| `buildCrossPartyImplications()` | `ai-analysis-pipeline.ts:266-280` | AI prompt: "Analyze cross-party dynamics from voting records and motions" |

| `generateDeepAnalysisSection()` | `shared.ts:456-590` | AI prompt: "Write 5W deep analysis (Who/What/When/Why/Winners)" |

| `scoreNewsworthiness()` | `newsworthiness.ts:251-305` | AI prompt: "Score newsworthiness 0-100 with dimension breakdown" |

| All `*Text()` templates | `shared.ts:396-857` | AI prompt: "Write editorial analysis based on actual document data" |

| Deprecated Function | File / Symbol Reference | Replacement |

|---------------------|-------------------------|-------------|

| `buildDynamicSwot()` | `ai-analysis-pipeline.ts` (`buildDynamicSwot`) | AI prompt: "Generate SWOT for all 8 stakeholder groups with dok_id evidence" |

| `buildStrategicImplications()` | `ai-analysis-pipeline.ts` (`buildStrategicImplications`) | AI prompt: "Write strategic implications paragraph citing specific policy signals" |

| `buildKeyTakeaways()` | `ai-analysis-pipeline.ts` (`buildKeyTakeaways`) | AI prompt: "Extract 5 key takeaways with confidence levels and evidence" |

| `buildLegislativeImpact()` | `ai-analysis-pipeline.ts` (`buildLegislativeImpact`) | AI prompt: "Assess legislative impact using committee + vote data" |

| `buildCrossPartyImplications()` | `ai-analysis-pipeline.ts` (`buildCrossPartyImplications`) | AI prompt: "Analyze cross-party dynamics from voting records and motions" |

| `generateDeepAnalysisSection()` | `shared.ts` (`generateDeepAnalysisSection`) | AI prompt: "Write 5W deep analysis (Who/What/When/Why/Winners)" |

| `scoreNewsworthiness()` | `newsworthiness.ts` (`scoreNewsworthiness`) | AI prompt: "Score newsworthiness 0-100 with dimension breakdown" |

| All `*Text()` templates | `shared.ts` (`*Text()` template functions) | AI prompt: "Write editorial analysis based on actual document data" |

Copilot · 2026-04-02T23:47:00Z

analysis/methodologies/ai-driven-analysis-guide.md

+```
+[Active Verb] + [Specific Actor/Institution] + [Concrete Policy Action] + [Political Significance]
+```
+
+Examples from data:
+- "Riksdag Approves Stricter Deportation Rules as Coalition Unites on Justice Reform"
+- "Hultqvist Challenges Government on Scandinavian Mountain Airport Emergency Gaps"
+- "Four Propositions Signal Government's Spring Security Offensive"
+```


The fenced markdown block for the title-generation prompt is broken: this fence closes the prompt block early (since it uses the same fence length), so the remainder renders incorrectly. Use a longer outer fence (e.g., ````markdown) so you can include inner ``` blocks, or remove the inner fence and format the formula as plain text within the prompt block.

Suggested change

```

[Active Verb] + [Specific Actor/Institution] + [Concrete Policy Action] + [Political Significance]

```

Examples from data:

- "Riksdag Approves Stricter Deportation Rules as Coalition Unites on Justice Reform"

- "Hultqvist Challenges Government on Scandinavian Mountain Airport Emergency Gaps"

- "Four Propositions Signal Government's Spring Security Offensive"

```

- Formula: `[Active Verb] + [Specific Actor/Institution] + [Concrete Policy Action] + [Political Significance]`

Examples from data:

- "Riksdag Approves Stricter Deportation Rules as Coalition Unites on Justice Reform"

- "Hultqvist Challenges Government on Scandinavian Mountain Airport Emergency Gaps"

- "Four Propositions Signal Government's Spring Security Offensive"

Copilot · 2026-04-02T23:47:00Z

analysis/methodologies/ai-driven-analysis-guide.md

+- "Riksdag Approves Stricter Deportation Rules as Coalition Unites on Justice Reform"
+- "Hultqvist Challenges Government on Scandinavian Mountain Airport Emergency Gaps"
+- "Four Propositions Signal Government's Spring Security Offensive"
+```


This standalone ``` line is an extra/unmatched fence (the title-generation prompt block has already been closed earlier), which will start a new code block and likely garble the surrounding sections. Remove this fence (or adjust the surrounding fencing so it closes the intended block).

Suggested change

```

pethers · 2026-04-03T00:15:53Z

@copilot apply changes based on the comments in this thread

…d table, fix nested code blocks Agent-Logs-Url: https://github.com/Hack23/riksdagsmonitor/sessions/b6935d35-ec0b-40ba-a45e-7159d8095d57 Co-authored-by: pethers <1726836+pethers@users.noreply.github.com>

Copilot · 2026-04-03T00:27:48Z

@copilot apply changes based on the comments in this thread

Applied all 4 review comments in commit 7e95b4a:

Removed the unmatched ```````` closing fence in SHARED_PROMPT_PATTERNS.md (line 278)
Replaced hard-coded line ranges (e.g., ai-analysis-pipeline.ts:248-264) with symbol references (e.g., ai-analysis-pipeline.ts (buildLegislativeImpact)) in the deprecated functions table
Fixed the broken nested code fence in the title-generation prompt by converting the formula to inline code and removing the inner ``` blocks
Removed the extra/unmatched ``` fence at the end of the title construction section

github-actions · 2026-04-03T00:28:42Z

🔍 Lighthouse Performance Audit

Category	Score	Status
Performance	85/100	🟡
Accessibility	95/100	🟢
Best Practices	90/100	🟢
SEO	95/100	🟢

📥 Download full Lighthouse report

Budget Compliance: Performance budgets enforced via budget.json

pethers · 2026-04-03T03:03:58Z

@copilot apply changes based on the comments in this thread

…kflows Preserves unscoped originals in analysis/daily/$DATE/ so that analysis-reader.ts / getAnalysisEnrichment() can still read batch artifacts from the canonical unscoped path. Documents continue using merge-safe find+mv relocation since they don't have the same reader-compatibility requirement. Agent-Logs-Url: https://github.com/Hack23/riksdagsmonitor/sessions/a730fed9-8727-4f9e-8eca-26018b008fcc Co-authored-by: pethers <1726836+pethers@users.noreply.github.com>

github-actions · 2026-04-03T03:09:51Z

🔍 Lighthouse Performance Audit

Category	Score	Status
Performance	85/100	🟡
Accessibility	95/100	🟢
Best Practices	90/100	🟢
SEO	95/100	🟢

📥 Download full Lighthouse report

Budget Compliance: Performance budgets enforced via budget.json

Copilot · 2026-04-03T03:09:57Z

@copilot apply changes based on the comments in this thread

Applied all 3 review comments in commit 1fe6324:

All 7 non-doc-type workflows now use cp -f (not mv) for batch *.md artifacts, preserving unscoped originals in analysis/daily/$DATE/ so analysis-reader.ts / getAnalysisEnrichment() continues to work. The documents/ relocation remains merge-safe (mkdir -p + find -exec mv + rmdir). This matches the pattern already documented in SHARED_PROMPT_PATTERNS.md.

Copilot

Pull request overview

Copilot reviewed 16 out of 16 changed files in this pull request and generated 1 comment.

Copilot · 2026-04-03T03:16:44Z

.github/workflows/news-article-generator.md

+# Use dedicated folder for multi-type/schedule runs; reuse _AG_HHMM for breaking consistency
+_AG_HHMM=${_AG_HHMM:-$(date -u +%H%M)}
+if [ "$_IS_SCHEDULE_OR_MULTI" = true ]; then
+  ANALYSIS_SUBFOLDER="article-generator-${_AG_HHMM}"
+else
+  case "$REQUESTED_TYPE" in
+    *committee-reports*) ANALYSIS_SUBFOLDER="committeeReports" ;;
+    *interpellation*) ANALYSIS_SUBFOLDER="interpellations" ;;
+    *motions*) ANALYSIS_SUBFOLDER="motions" ;;
+    *propositions*) ANALYSIS_SUBFOLDER="propositions" ;;
+    *week-ahead*) ANALYSIS_SUBFOLDER="week-ahead" ;;
+    *month-ahead*) ANALYSIS_SUBFOLDER="month-ahead" ;;
+    *weekly-review*) ANALYSIS_SUBFOLDER="weekly-review" ;;
+    *monthly-review*) ANALYSIS_SUBFOLDER="monthly-review" ;;
+    *breaking*) ANALYSIS_SUBFOLDER="realtime-${_AG_HHMM}" ;;
+    *deep-inspection*) ANALYSIS_SUBFOLDER="deep-inspection" ;;
+    *) echo "⚠️ Unknown article type '$REQUESTED_TYPE' — using as-is for subfolder"; ANALYSIS_SUBFOLDER="$REQUESTED_TYPE" ;;
+  esac


This block defaults _AG_HHMM via $(date -u +%H%M) if it’s unset. If the earlier relocation block ran in a different minute (or _AG_HHMM wasn’t persisted), ANALYSIS_SUBFOLDER here can diverge from _RELOC_SUBFOLDER, causing the workflow to miss existing analysis artifacts and potentially stage/commit the wrong directory. To make this deterministic, source a persisted _AG_HHMM/ANALYSIS_SUBFOLDER set during relocation (or compute once and reuse everywhere).

Suggested change

# Use dedicated folder for multi-type/schedule runs; reuse _AG_HHMM for breaking consistency

_AG_HHMM=${_AG_HHMM:-$(date -u +%H%M)}

if [ "$_IS_SCHEDULE_OR_MULTI" = true ]; then

ANALYSIS_SUBFOLDER="article-generator-${_AG_HHMM}"

else

case "$REQUESTED_TYPE" in

*committee-reports*) ANALYSIS_SUBFOLDER="committeeReports" ;;

*interpellation*) ANALYSIS_SUBFOLDER="interpellations" ;;

*motions*) ANALYSIS_SUBFOLDER="motions" ;;

*propositions*) ANALYSIS_SUBFOLDER="propositions" ;;

*week-ahead*) ANALYSIS_SUBFOLDER="week-ahead" ;;

*month-ahead*) ANALYSIS_SUBFOLDER="month-ahead" ;;

*weekly-review*) ANALYSIS_SUBFOLDER="weekly-review" ;;

*monthly-review*) ANALYSIS_SUBFOLDER="monthly-review" ;;

*breaking*) ANALYSIS_SUBFOLDER="realtime-${_AG_HHMM}" ;;

*deep-inspection*) ANALYSIS_SUBFOLDER="deep-inspection" ;;

*) echo "⚠️ Unknown article type '$REQUESTED_TYPE' — using as-is for subfolder"; ANALYSIS_SUBFOLDER="$REQUESTED_TYPE" ;;

esac

# Reuse previously persisted relocation/analysis folder when available so later blocks

# do not recompute a different minute-based directory.

if [ -n "${ANALYSIS_SUBFOLDER:-}" ]; then

ANALYSIS_SUBFOLDER="$ANALYSIS_SUBFOLDER"

elif [ -n "${_RELOC_SUBFOLDER:-}" ]; then

ANALYSIS_SUBFOLDER="$_RELOC_SUBFOLDER"

else

# Use dedicated folder for multi-type/schedule runs; reuse _AG_HHMM for breaking consistency

_AG_HHMM=${_AG_HHMM:-$(date -u +%H%M)}

if [ "$_IS_SCHEDULE_OR_MULTI" = true ]; then

ANALYSIS_SUBFOLDER="article-generator-${_AG_HHMM}"

else

case "$REQUESTED_TYPE" in

*committee-reports*) ANALYSIS_SUBFOLDER="committeeReports" ;;

*interpellation*) ANALYSIS_SUBFOLDER="interpellations" ;;

*motions*) ANALYSIS_SUBFOLDER="motions" ;;

*propositions*) ANALYSIS_SUBFOLDER="propositions" ;;

*week-ahead*) ANALYSIS_SUBFOLDER="week-ahead" ;;

*month-ahead*) ANALYSIS_SUBFOLDER="month-ahead" ;;

*weekly-review*) ANALYSIS_SUBFOLDER="weekly-review" ;;

*monthly-review*) ANALYSIS_SUBFOLDER="monthly-review" ;;

*breaking*) ANALYSIS_SUBFOLDER="realtime-${_AG_HHMM}" ;;

*deep-inspection*) ANALYSIS_SUBFOLDER="deep-inspection" ;;

*) echo "⚠️ Unknown article type '$REQUESTED_TYPE' — using as-is for subfolder"; ANALYSIS_SUBFOLDER="$REQUESTED_TYPE" ;;

esac

fi

pethers · 2026-04-03T03:23:26Z

@copilot apply changes based on the comments in this thread

…inute-boundary divergence The ANALYSIS_SUBFOLDER block now sources /tmp/analysis_subfolder.env (written by the relocation block) before falling back to recomputation. This ensures cross-block determinism: if the relocation ran in minute N, later blocks reuse that same value instead of potentially computing N+1. Agent-Logs-Url: https://github.com/Hack23/riksdagsmonitor/sessions/27787538-96df-41a0-aef2-bd94f668c6f9 Co-authored-by: pethers <1726836+pethers@users.noreply.github.com>

Copilot · 2026-04-03T03:26:44Z

@copilot apply changes based on the comments in this thread

Applied in commit b1a663e. The ANALYSIS_SUBFOLDER block now sources /tmp/analysis_subfolder.env (persisted by the relocation block) before falling back to recomputation, and checks _RELOC_SUBFOLDER as an intermediate fallback. This prevents minute-boundary divergence between the relocation and analysis-subfolder blocks when agentic workflow steps execute independently.

github-actions · 2026-04-03T03:27:33Z

🔍 Lighthouse Performance Audit

Category	Score	Status
Performance	85/100	🟡
Accessibility	95/100	🟢
Best Practices	90/100	🟢
SEO	95/100	🟢

📥 Download full Lighthouse report

Budget Compliance: Performance budgets enforced via budget.json

Copilot

Pull request overview

Copilot reviewed 16 out of 16 changed files in this pull request and generated 2 comments.

Copilot · 2026-04-03T03:43:22Z

.github/workflows/news-realtime-monitor.md

+    find "$UNSCOPED_DIR/documents" -mindepth 1 -maxdepth 1 -exec mv {} "$SCOPED_DIR/documents/" \;
+    rmdir "$UNSCOPED_DIR/documents" 2>/dev/null || true
+    echo "📁 Relocated pipeline documents/ contents → $SCOPED_DIR/documents"
+  fi


The relocation step moves analysis/daily/$ARTICLE_DATE/documents/ into the scoped realtime-${HHMM} folder, but later in this workflow the per-file analysis instructions still reference analysis/daily/$ARTICLE_DATE/documents/ for listing downloaded documents. After relocation, that path will be gone, so the instruction will fail and could lead to missing/incorrect per-file analysis. Either keep a copy of documents/ in the unscoped directory (copy instead of move), or update downstream instructions to point at $SCOPED_DIR/documents / analysis/daily/$ARTICLE_DATE/realtime-${HHMM}/documents.

Suggested change

find "$UNSCOPED_DIR/documents" -mindepth 1 -maxdepth 1 -exec mv {} "$SCOPED_DIR/documents/" \;

rmdir "$UNSCOPED_DIR/documents" 2>/dev/null || true

echo "📁 Relocated pipeline documents/ contents → $SCOPED_DIR/documents"

fi

find "$UNSCOPED_DIR/documents" -mindepth 1 -maxdepth 1 -exec cp -R -f {} "$SCOPED_DIR/documents/" \;

echo "📁 Copied pipeline documents/ contents → $SCOPED_DIR/documents (kept unscoped originals for downstream per-file analysis)"

fi

fi

Copilot · 2026-04-03T03:43:23Z

.github/workflows/news-article-generator.md

+# Capture HHMM once for breaking type to prevent minute-boundary divergence between relocation and ANALYSIS_SUBFOLDER
+_AG_HHMM=$(date -u +%H%M)
+if [ "$_IS_SCHEDULE_OR_MULTI" = true ]; then
+  # Multi-type or schedule-driven run — use a dedicated workflow-scoped folder
+  _RELOC_SUBFOLDER="article-generator-${_AG_HHMM}"
+else
+  case "$REQUESTED_TYPE" in
+    *committee-reports*) _RELOC_SUBFOLDER="committeeReports" ;;
+    *interpellation*) _RELOC_SUBFOLDER="interpellations" ;;
+    *motions*) _RELOC_SUBFOLDER="motions" ;;
+    *propositions*) _RELOC_SUBFOLDER="propositions" ;;
+    *week-ahead*) _RELOC_SUBFOLDER="week-ahead" ;;
+    *month-ahead*) _RELOC_SUBFOLDER="month-ahead" ;;
+    *weekly-review*) _RELOC_SUBFOLDER="weekly-review" ;;
+    *monthly-review*) _RELOC_SUBFOLDER="monthly-review" ;;
+    *breaking*) _RELOC_SUBFOLDER="realtime-${_AG_HHMM}" ;;
+    *deep-inspection*) _RELOC_SUBFOLDER="deep-inspection" ;;
+    *) _RELOC_SUBFOLDER="$REQUESTED_TYPE" ;;
+  esac
+fi


_AG_HHMM / _RELOC_SUBFOLDER are computed here for relocation, but they aren’t persisted. Later blocks may run independently and recompute a different minute-based value, which can cause the workflow to stage/validate a different analysis folder than the one relocation copied into. Persist the chosen subfolder immediately here (e.g., write ANALYSIS_SUBFOLDER=$_RELOC_SUBFOLDER and _AG_HHMM to /tmp/analysis_subfolder.env) and consistently source it in subsequent blocks to guarantee cross-block determinism.

Suggested change

# Capture HHMM once for breaking type to prevent minute-boundary divergence between relocation and ANALYSIS_SUBFOLDER

_AG_HHMM=$(date -u +%H%M)

if [ "$_IS_SCHEDULE_OR_MULTI" = true ]; then

# Multi-type or schedule-driven run — use a dedicated workflow-scoped folder

_RELOC_SUBFOLDER="article-generator-${_AG_HHMM}"

else

case "$REQUESTED_TYPE" in

*committee-reports*) _RELOC_SUBFOLDER="committeeReports" ;;

*interpellation*) _RELOC_SUBFOLDER="interpellations" ;;

*motions*) _RELOC_SUBFOLDER="motions" ;;

*propositions*) _RELOC_SUBFOLDER="propositions" ;;

*week-ahead*) _RELOC_SUBFOLDER="week-ahead" ;;

*month-ahead*) _RELOC_SUBFOLDER="month-ahead" ;;

*weekly-review*) _RELOC_SUBFOLDER="weekly-review" ;;

*monthly-review*) _RELOC_SUBFOLDER="monthly-review" ;;

*breaking*) _RELOC_SUBFOLDER="realtime-${_AG_HHMM}" ;;

*deep-inspection*) _RELOC_SUBFOLDER="deep-inspection" ;;

*) _RELOC_SUBFOLDER="$REQUESTED_TYPE" ;;

esac

fi

# Capture and persist HHMM/subfolder once so later blocks can source the same values

ANALYSIS_SUBFOLDER_ENV=/tmp/analysis_subfolder.env

if [ -f "$ANALYSIS_SUBFOLDER_ENV" ]; then

# Reuse the previously selected subfolder to keep relocation/staging/validation deterministic

# shellcheck source=/tmp/analysis_subfolder.env

. "$ANALYSIS_SUBFOLDER_ENV"

[ -n "${ANALYSIS_HHMM:-}" ] && _AG_HHMM="$ANALYSIS_HHMM"

[ -n "${ANALYSIS_SUBFOLDER:-}" ] && _RELOC_SUBFOLDER="$ANALYSIS_SUBFOLDER"

fi

if [ -z "${_AG_HHMM:-}" ]; then

_AG_HHMM=$(date -u +%H%M)

fi

if [ -z "${_RELOC_SUBFOLDER:-}" ]; then

if [ "$_IS_SCHEDULE_OR_MULTI" = true ]; then

# Multi-type or schedule-driven run — use a dedicated workflow-scoped folder

_RELOC_SUBFOLDER="article-generator-${_AG_HHMM}"

else

case "$REQUESTED_TYPE" in

*committee-reports*) _RELOC_SUBFOLDER="committeeReports" ;;

*interpellation*) _RELOC_SUBFOLDER="interpellations" ;;

*motions*) _RELOC_SUBFOLDER="motions" ;;

*propositions*) _RELOC_SUBFOLDER="propositions" ;;

*week-ahead*) _RELOC_SUBFOLDER="week-ahead" ;;

*month-ahead*) _RELOC_SUBFOLDER="month-ahead" ;;

*weekly-review*) _RELOC_SUBFOLDER="weekly-review" ;;

*monthly-review*) _RELOC_SUBFOLDER="monthly-review" ;;

*breaking*) _RELOC_SUBFOLDER="realtime-${_AG_HHMM}" ;;

*deep-inspection*) _RELOC_SUBFOLDER="deep-inspection" ;;

*) _RELOC_SUBFOLDER="$REQUESTED_TYPE" ;;

esac

fi

fi

printf 'ANALYSIS_SUBFOLDER=%s\nANALYSIS_HHMM=%s\n_RELOC_SUBFOLDER=%s\n_AG_HHMM=%s\n' \

"$_RELOC_SUBFOLDER" "$_AG_HHMM" "$_RELOC_SUBFOLDER" "$_AG_HHMM" > "$ANALYSIS_SUBFOLDER_ENV"

echo "ANALYSIS_SUBFOLDER=$_RELOC_SUBFOLDER" >> "$GITHUB_ENV"

echo "ANALYSIS_HHMM=$_AG_HHMM" >> "$GITHUB_ENV"

…gies

pethers · 2026-04-03T03:45:09Z

@copilot apply changes based on the comments in this thread

github-actions · 2026-04-03T03:45:43Z

🔍 Lighthouse Performance Audit

Category	Score	Status
Performance	85/100	🟡
Accessibility	95/100	🟢
Best Practices	90/100	🟢
SEO	95/100	🟢

📥 Download full Lighthouse report

Budget Compliance: Performance budgets enforced via budget.json

…LOC_SUBFOLDER immediately in article-generator relocation block Agent-Logs-Url: https://github.com/Hack23/riksdagsmonitor/sessions/be063d3d-6eca-413a-a91c-1d7ba57fe82f Co-authored-by: pethers <1726836+pethers@users.noreply.github.com>

github-actions · 2026-04-03T03:54:35Z

🔍 Lighthouse Performance Audit

Category	Score	Status
Performance	85/100	🟡
Accessibility	95/100	🟢
Best Practices	90/100	🟢
SEO	95/100	🟢

📥 Download full Lighthouse report

Budget Compliance: Performance budgets enforced via budget.json

Copilot · 2026-04-03T03:56:31Z

@copilot apply changes based on the comments in this thread

Applied both review comments in commit 67a890b:

realtime-monitor documents/ preservation: Changed find -exec mv to find -exec cp -R -f for documents/ contents, preserving unscoped originals so downstream per-file analysis instructions can still reference analysis/daily/$ARTICLE_DATE/documents/.

article-generator cross-block persistence: The relocation block now sources /tmp/analysis_subfolder.env first (if present from a rerun), then computes _AG_HHMM/_RELOC_SUBFOLDER only if not already set, and persists all four variables (ANALYSIS_SUBFOLDER, ANALYSIS_HHMM, _AG_HHMM, _RELOC_SUBFOLDER) immediately after computation. This guarantees the later ANALYSIS_SUBFOLDER block and commit step always use the exact same values.

Copilot AI and others added 5 commits April 2, 2026 22:26

Upgrade ai-driven-analysis-guide to v3.0 and update SHARED_PROMPT_PAT…

5caa562

…TERNS with 2026-04-02 quality audit Agent-Logs-Url: https://github.com/Hack23/riksdagsmonitor/sessions/0de5c0c8-e89e-4ae5-9e35-4838e5fd2086 Co-authored-by: pethers <1726836+pethers@users.noreply.github.com>

Copilot AI assigned Copilot and pethers Apr 2, 2026

github-actions bot added documentation Documentation updates workflow GitHub Actions workflows ci-cd CI/CD pipeline changes refactor Code refactoring news News articles and content generation agentic-workflow Agentic workflow changes size-l Large change (250-1000 lines) labels Apr 2, 2026

pethers marked this pull request as ready for review April 2, 2026 23:41

Copilot AI review requested due to automatic review settings April 2, 2026 23:41

Copilot started reviewing on behalf of pethers April 2, 2026 23:42 View session

Copilot created this pull request from a session on behalf of pethers April 2, 2026 23:43 View session

Copilot AI reviewed Apr 2, 2026

View reviewed changes

Copilot stopped work on behalf of pethers due to an error April 3, 2026 00:18
Job was cancelled

Copilot AI requested a review from pethers April 3, 2026 00:21

Copilot stopped work on behalf of pethers due to an error April 3, 2026 00:21
Job was cancelled

Copilot started work on behalf of pethers April 3, 2026 00:21 View session

Fix review comments: remove stray fence, use symbol refs in deprecate…

7e95b4a

…d table, fix nested code blocks Agent-Logs-Url: https://github.com/Hack23/riksdagsmonitor/sessions/b6935d35-ec0b-40ba-a45e-7159d8095d57 Co-authored-by: pethers <1726836+pethers@users.noreply.github.com>

Copilot finished work on behalf of pethers April 3, 2026 00:28

Copilot started work on behalf of pethers April 3, 2026 03:04 View session

Copilot finished work on behalf of pethers April 3, 2026 03:11

pethers requested a review from Copilot April 3, 2026 03:13

Copilot started reviewing on behalf of pethers April 3, 2026 03:14 View session

Copilot AI reviewed Apr 3, 2026

View reviewed changes

Copilot started work on behalf of pethers April 3, 2026 03:23 View session

github-actions bot added the size-xl Extra large change (> 1000 lines) label Apr 3, 2026

Copilot finished work on behalf of pethers April 3, 2026 03:27

pethers requested a review from Copilot April 3, 2026 03:38

Copilot started reviewing on behalf of pethers April 3, 2026 03:39 View session

Copilot AI reviewed Apr 3, 2026

View reviewed changes

Merge branch 'main' into copilot/improve-ai-driven-analysis-methodolo…

a0ae4aa

…gies

Copilot started work on behalf of pethers April 3, 2026 03:45 View session

Copilot finished work on behalf of pethers April 3, 2026 03:57

pethers approved these changes Apr 3, 2026

View reviewed changes

pethers merged commit ed54b97 into main Apr 3, 2026
16 checks passed

pethers deleted the copilot/improve-ai-driven-analysis-methodologies branch April 3, 2026 04:04

		These scripts may still be called for data downloading and HTML formatting functions, but their analysis output (SWOT entries, risk scores, classifications, titles, descriptions, editorial judgments) MUST be treated as stubs that the AI agent MUST overwrite with real template-compliant analysis.
		````

Conversation

Copilot AI commented Apr 2, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

Uh oh!

github-actions bot commented Apr 2, 2026

🏷️ Automatic Labeling Summary

Label Categories

Uh oh!

github-actions bot commented Apr 2, 2026

🔍 Lighthouse Performance Audit

Uh oh!

Copilot AI left a comment

Choose a reason for hiding this comment

Pull request overview

Reviewed changes

Uh oh!

Copilot AI Apr 2, 2026

Choose a reason for hiding this comment

Uh oh!

Copilot AI Apr 2, 2026

Choose a reason for hiding this comment

Uh oh!

Copilot AI Apr 2, 2026

Choose a reason for hiding this comment

Uh oh!

Copilot AI Apr 2, 2026

Choose a reason for hiding this comment

Uh oh!

pethers commented Apr 3, 2026

Uh oh!

Copilot AI commented Apr 3, 2026

Uh oh!

github-actions bot commented Apr 3, 2026

🔍 Lighthouse Performance Audit

Uh oh!

pethers commented Apr 3, 2026

Uh oh!

github-actions bot commented Apr 3, 2026

🔍 Lighthouse Performance Audit

Uh oh!

Copilot AI commented Apr 3, 2026

Uh oh!

Copilot AI left a comment

Choose a reason for hiding this comment

Pull request overview

Uh oh!

Copilot AI Apr 3, 2026

Choose a reason for hiding this comment

Uh oh!

pethers commented Apr 3, 2026

Uh oh!

Copilot AI commented Apr 3, 2026

Uh oh!

github-actions bot commented Apr 3, 2026

🔍 Lighthouse Performance Audit

Uh oh!

Copilot AI left a comment

Choose a reason for hiding this comment

Pull request overview

Uh oh!

Copilot AI Apr 3, 2026

Choose a reason for hiding this comment

Uh oh!

Copilot AI Apr 3, 2026

Choose a reason for hiding this comment

Uh oh!

pethers commented Apr 3, 2026

Uh oh!

github-actions bot commented Apr 3, 2026

🔍 Lighthouse Performance Audit

Uh oh!

github-actions bot commented Apr 3, 2026

🔍 Lighthouse Performance Audit

Uh oh!

Copilot AI commented Apr 3, 2026

Uh oh!

Uh oh!

Reviewers

Assignees

Labels

Copilot AI commented Apr 2, 2026 •

edited

Loading