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docs: add MCP Inspector: Our AI Software Factory - #2498

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BobDickinson merged 5 commits into
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Sep 27, 2026
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BobDickinson merged 5 commits into
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v2/docs/ai-software-factory

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Closes #2497

Adds docs/ai-software-factory.md, an end-to-end explanation of how contributions actually happen since v2.0.0: the rules/skills split, the issue lifecycle, the PR flow (including how a working session gets started and Claude Code's /goal mode), the three automated sweeps that replaced Dependabot PRs, the human-gated security-advisory track, the quality gate, and where the process is headed.

Backed by verified numbers rather than just describing the intent: 268 PRs merged and 9 releases shipped in the ~8 weeks since v2.0.0, 265 of those PRs (99%) agent-authored.

Also adds a row to the README's Documentation table linking the new doc.

Docs-only change. npm run local:gate passes.

Adds docs/ai-software-factory.md — an end-to-end explanation of how
contributions work since v2.0.0: the rules/skills split, the issue
lifecycle, the PR flow (including how a working session gets started
and Claude Code's /goal mode), the three automated sweeps that
replaced Dependabot PRs, the human-gated security-advisory track, the
quality gate, and where the process is headed. Backed by verified
numbers: 268 PRs merged and 9 releases shipped in the ~8 weeks since
v2.0.0, 265 of those PRs (99%) agent-authored.

Closes #2497

Signed-off-by: Bob Dickinson <bob.dickinson@gmail.com>
@BobDickinson BobDickinson added the v2 Issues and PRs for v2 label Sep 25, 2026
@BobDickinson BobDickinson linked an issue Sep 25, 2026 that may be closed by this pull request
@BobDickinson
BobDickinson requested a balanced review from Copilot September 25, 2026 22:05

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Copilot review overview

🟡 Changes recommended

Several statements inaccurately describe issue intake automation and the quality gate’s guarantees.

Get a fresh assessment by requesting another Copilot review.

Review effort: Balanced
Findings: 4 Low severity

Open (4)
What changed in this PR

Documents Inspector’s AI-assisted contribution model and links it from the README.

Changes:

  • Explains issue, PR, security, automation, and quality-gate workflows.
  • Adds metrics covering releases and agent-authored PRs.
  • Adds the guide to the documentation index.
File Description
README.md Links the new guide.
docs/​ai-software-factory.md Documents the software-factory process.

Comment thread docs/ai-software-factory.md Outdated
Comment thread docs/ai-software-factory.md Outdated
Comment thread docs/ai-software-factory.md Outdated
Comment thread docs/ai-software-factory.md Outdated
- Distinguish the two issue intake paths in the v2 lifecycle: a
  maintainer-created issue (via issue-create) is approved by
  definition and boards straight into Todo, while everything else
  (outside reporters, or a maintainer's own hand-opened issue) lands
  unmilestoned in Incoming. Mark the triage/approval steps as
  Incoming-path only.
- Correct the quality-gate stage-list reference: one stage
  (smoke:web:firefox) is local-only, not two.
- Correct the 'Where this is headed' section: scoring and boarding an
  issue still requires someone to invoke the issue-triage sweep today;
  UI-filed and sweep-filed issues don't board themselves.

npm run local:gate passes (docs-only change).

Signed-off-by: Bob Dickinson <bob.dickinson@gmail.com>
@BobDickinson

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Thanks for the review — all four findings were accurate and are addressed in 0a942dd (replies posted on each thread). No further review needed from here; this is ready for a maintainer to merge.

@cliffhall cliffhall left a comment

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A few small requests

Comment thread docs/ai-software-factory.md Outdated
Comment thread docs/ai-software-factory.md Outdated
Comment thread docs/ai-software-factory.md
cliffhall and others added 3 commits September 26, 2026 22:39
- An issue that arrives outside issue-create isn't on the board at
  all until issue-triage is triggered over it — it doesn't land in
  Incoming automatically.
- Board #28 has a GitHub Projects workflow enabled that closes the
  linked issue automatically once its card reaches Done. The manual
  step on merge is moving the card to Done; nothing separately closes
  the issue by hand. Corrected the v2 lifecycle, the PR-flow bullet,
  and the launch-session paragraph to match.
- Mention the skills eval (npm run skills:eval) alongside the
  Claude Code / Copilot CLI parity claim: it measures both first-move
  (prompt-triggered / model self-directed) and hand-off (second-order)
  skill firing, against both agents.

npm run local:gate passes (docs-only change).

Signed-off-by: Bob Dickinson <bob.dickinson@gmail.com>
@BobDickinson
BobDickinson merged commit ad9fbb0 into v2/main Sep 27, 2026
5 checks passed
@BobDickinson
BobDickinson deleted the v2/docs/ai-software-factory branch September 27, 2026 05:11
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Document our software factory approach

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