Workflow Ideas

Ideas for agentic workflows beyond code. These are candidates for future implementation as GitHub Agentic Workflows.

Ideas

PM & Strategy

#	Workflow	Description
1	Strategy-Execution Alignment Audit	Checks whether active work maps to stated strategic priorities. Flags orphaned initiatives.
9	Funding/Investment Review Prep	Generates quarterly portfolio ROI report for finance stakeholders.
15	Outcome vs Output Scorecard	Distinguishes shipping velocity from actual impact. Monthly scorecard.
25	Tension Detector	Finds contradictions between stated strategy and active work. Posts a discussion inviting interpretation from multiple stakeholders — not a report, a prompt for shared sensemaking.
26	Decision Pre-Mortem Facilitator	When a decision is tagged, generates adversarial challenges and routes them to specific stakeholders for response before finalization. Extends Decision Log from recording → facilitating. Implemented as Adversarial PM — weekly scan of recent decisions with grumpy, non-deterministic challenges posted on source issues.
27	Shared Learning Loop	After a launch, synthesizes outcomes vs. predictions across multiple contributors' prior comments. Surfaces who saw what coming and why — building collective pattern recognition.
31	Bet Lifecycle Tracker	Scans issues tagged as bets and checks lifecycle completeness — hypothesis, metrics, targeted actionable inputs, one-pager artifact, learning review. Flags stale or disconnected bets weekly.
32	Actionable Input Review Prep	Before each biweekly review, gathers metric movement, related bet activity, new insights, and open questions per team. Posts a structured prep discussion so reviews focus on interpretation, not data assembly.
33	Goal Graph Health Monitor	Audits goals for orphaned goals (no linked bets or inputs), staleness (no updates in N weeks), missing metrics, and missing counterbalancing/guardrail companions. Periodic health report.
34	Learning Review Synthesizer	After bets complete, scans their learning review artifacts and synthesizes cross-bet patterns into a monthly Insight Brief. Identifies recurring themes so learnings don't stay siloed in individual bets.
35	Funding Model Reality Check	Quarterly comparison of declared funding models and team stages against actual work patterns. Flags drift — e.g., a "Growth Accelerator" team with no bets targeting growth metrics, or a "New Offerings" team with no experiments.
44	Consensus Brief	Before a major decision, synthesizes stakeholder positions, underlying interests, unresolved objections, and possible compromise paths. Produces a facilitation brief that helps the DRI converge the discussion without flattening disagreement.
46	Decision Readiness Verifier	Before a decision is finalized, checks whether the issue or RFC includes the problem statement, options considered, constraints, stakeholders consulted, risks, reversibility, and explicit owner for follow-through.
47	Tradeoff Translator	Converts a proposed plan into the team's stated "even over" tradeoff language, highlighting where the plan reinforces, bends, or contradicts documented strategy.
48	Ambiguous Data Decision Helper	When metrics or evidence conflict, prepares a decision brief that separates facts, assumptions, confidence levels, missing data, and judgment calls so leaders can make the hard call explicitly.

Operations

#	Workflow	Description
2	Unplanned Work Tracker	Detects mid-sprint scope creep, tracks ratio over time.
6	Stakeholder Feedback Synthesizer	Monthly synthesis of themes and sentiment from meeting notes.
7	Process Retirement Auditor	Finds stale templates, unused labels, zero-engagement workflows.
8	Cross-Team Dependency Radar	Surfaces conflicting timelines and blocked handoffs.
10	Change Adoption Monitor	30/60/90-day adoption tracking for new processes.
12	Time Allocation Visibility	Reactive vs strategic work split analysis.
19	Framework/Ritual Sunset Reviewer	Audits meeting and ceremony engagement signals quarterly. See also: ritual cadence tracking built into the Process Analyzer workflow, which checks the Ritual Cadence table in docs/how-we-work.md weekly and reports status in the retro discussion.
21	Action Item Tracker	Extracts action items from meeting transcripts, creates issues, follows up weekly on completion/abandonment. Feeds into prioritization rubric updates ("we never do X, stop assigning it").
28	Context Bridge	When someone is mentioned on an unfamiliar issue, generates a personalized briefing based on their role, team, and recent work — not a generic summary but a frame-aware bridge.
29	Consistency Auditor	Flags where team practices have drifted from docs/how-we-work.md and asks whether drift is intentional or accidental.
36	Team Health Checklist Auditor	For each team, checks whether the 8 POM basics are in place: charter/mission, strategy, models, roadmap of bets, bet artifacts, metrics & input targets, goals, and kickoff/learning review docs. Periodic health report.
37	Scope Ownership Auditor	Scans the scope registry for orphaned scopes (no team assigned), overlapping ownership, stale scopes (not referenced in recent bets), and scopes missing linked capabilities or customer context.
38	Cross-Team Collaboration Tracker	Analyzes cross-team mentions, shared labels, PR reviews across boundaries, and transcript references to surface actual collaboration patterns. Compares against declared Team Topology interaction modes and flags mismatches or friction.
39	Artifact Freshness Tracker	Checks key artifacts (product vision, strategy docs, roadmaps, bet one-pagers) against their expected refresh cadence — strategy yearly, roadmap quarterly, bet one-pagers monthly. Flags stale artifacts and missing required types.
40	Commitment Reconciler	Scans transcripts, issue comments, and project state for commitments that are promised but untracked, tracked but stale, completed but still open, or drifting from the latest conversation. Implemented as Commitment Reconciler — weekly report that reconciles conversation commitments against GitHub artifacts.
41	Stakeholder Relationship Nudge	Maintains lightweight stakeholder context from issues, meetings, and prior briefs. Nudges DRIs when a stakeholder has not been updated after a material change, when a prior concern has no follow-up, or when a meeting would benefit from resurfaced context.
42	Program Risk Early-Warning Radar	Combines stale issues/PRs, phase changes, missing sign-offs, date drift, blockers, dependency mentions, and transcript signals into an early-warning report before risks become obvious launch problems.
43	Manual PM Work Detector	Finds recurring low-judgment PM chores in transcripts, issues, and docs — status assembly, spreadsheet reshaping, reminder loops, repeated copy/paste updates — and opens automation-candidate issues with evidence and estimated time saved.
49	Board Reality Reconciler	Compares GitHub Project fields against recent comments, transcripts, labels, and child issue state to flag boards that have quietly drifted from reality.
50	Meeting Note Cleanup	Turns raw meeting transcripts into clean issue-linked notes with decisions, action items, open questions, risks, and unresolved follow-ups, then suggests where each note should live.
51	Dependency Map Inference	Infers cross-team and cross-launch dependencies from issue links, comments, transcripts, labels, and shared assignees. Posts a weekly map of hidden dependency chains and risky handoffs.
63	Zoom Transcript Fetcher	Polls the Zoom API every ~2 hours for new recordings from meetings listed in docs/how-we-work.md (each meeting has a Zoom Meeting ID field). Downloads .vtt transcripts and commits them to /transcripts/ on main, which triggers the existing Transcript Processor workflow. Uses repo memory to track already-imported recording IDs. Implemented as a plain GitHub Actions workflow (not an AW) since the work is deterministic plumbing. See decision record for architecture choices.
52	Cognitive Load Balancer	Scans assignment patterns, meeting references, review requests, and blocker ownership to identify overloaded people or teams before their work becomes a program bottleneck.
53	Escalation Timing Advisor	Flags situations where a PM should switch from async tracking to synchronous escalation because ambiguity, delay, or stakeholder tension is becoming expensive.
54	Stakeholder Context Brief	Before stakeholder syncs, generates a short prep note with last interaction, open asks, recent changes, prior concerns, and recommended discussion focus.
55	Social Capital Gap Detector	Looks for launches or dependencies that rely on teams with little recent interaction, then recommends relationship-building check-ins before a favor or escalation is needed.
63	Slack Context Processor	Pulls context from allowed Slack channels and threads for linked GitHub artifacts, then summarizes high-confidence decisions, blockers, commitments, and open questions back onto the relevant issue. Implemented as Slack Context Processor — fixture-first Slack integration MVP that matches Slack-shaped JSON fixtures to open issues and posts summarized context comments.
64	Slack Reaction Intake	Treats configured emoji reactions in allowed Slack channels as lightweight automation signals, such as creating intake issues, flagging blockers, or capturing decision candidates with source permalinks. Implemented as Slack Reaction Intake — fixture-first MVP that creates labeled GitHub intake issues from :inbox_tray: reactions.
65	External Integration Health Monitor	Audits external tool integrations for stale credentials, noisy channels, duplicate post-backs, missed events, and unsafe write attempts. See External Integration Patterns.

AI Governance

#	Workflow	Description
5	AI Capability Maturity Tracker	Categorizes AI investments by speed/consistency/scale/skill.
13	AI Decision Accountability Tracker	Requires accountability entry for AI features shipping.
16	Expert Judgment Capture	Logs why humans override AI recommendations.
56	AI Use Boundary Reviewer	Reviews proposed automation or AI-generated drafts for areas where human judgment, sensitive relationships, personnel context, or political nuance should remain explicitly human-owned.
57	AI Output Verification Checklist	For AI-generated reports, briefs, and issue updates, checks whether claims are linked to source artifacts, flags unsupported assertions, and asks for human verification where evidence is thin.
58	Prompt Quality Coach	Reviews workflow prompts, issue descriptions, and requirements docs for specificity, acceptance criteria, context, constraints, and verification instructions.

Compliance & Quality

#	Workflow	Description
14	Spec Completeness Gate	Blocks PRs without proper specs and acceptance criteria.
17	Scaling Readiness Assessment	Pre-flight check before feature expansion.
22	Cross-Team Intake Dispatcher	When a launch issue is created, auto-generates draft intake issues in downstream team repos (privacy, legal, GTM, responsible AI). Goes beyond reports by creating actual work items where compliance teams do their work.
59	Evidence Coverage Auditor	Checks reports, decision records, compliance reviews, and status updates for claims that lack source links, dated evidence, or clear confidence levels.

GTM & Communication

#	Workflow	Description
11	Competitive Intelligence Digest	Weekly market/competitor intel rollup.
18	Stakeholder Narrative Generator	Data → audience-tailored status narratives. Partially implemented by Leadership Briefs — generates per-leader briefs tailored to their domain and goals.
20	Customer Value → Business Impact Linker	Connects shipping to revenue/cost signals.
23	Customer Feedback Aggregator	Multi-source feedback monitor: pulls from issues, discussions, Discord, Slack, and social into normalized feedback issues in one repo. Enables dedup, trend detection, and cross-channel prioritization.
24	Feedback → Work Item Converter	Slash command on a customer feedback issue that strips PII and customer-specific details, then creates a clean, agent-ready engineering issue. Bridges the PM interpretation gap.
30	Cross-Frame Translator	Same work viewed through PM, engineering, finance, and leadership lenses simultaneously. Each frame links back to the others — multiple concurrent frames without forcing one official model. See Leadership Briefs for an initial implementation — each leader policy file creates a different "frame" on the same portfolio data.
45	Audience-Specific Narrative Rewriter	Takes one canonical status source and rewrites it for specific audiences such as executives, engineering, GTM, compliance, or customers while preserving links back to the same source artifacts.
60	Executive Translation Draft	Converts engineering-heavy updates into executive-ready language focused on customer impact, risk, tradeoffs, timeline, and what leadership should do next.
61	Weekly Status First Draft	Builds a first-draft weekly status narrative from commits, merged PRs, issue movement, comments, decisions, and transcripts so PMs edit for "so what" instead of assembling the "what."
62	Message Tone Retargeter	Takes a single update and adapts it for different stakeholder relationships and channels while preserving factual consistency and avoiding over-automation of sensitive messages.