Docs audit: align existing pages with AGENTS.md (friendly imports, hero diagrams, agent-centric Quick Starts)

[MervinPraison]

Context

AGENTS.md codifies a new documentation contract for PraisonAIDocs (SDK-first verification, agent-centric Quick Starts, Mintlify components, a strict Mermaid color palette with classDef, friendly top-level imports, etc.). A spot audit shows several already-published pages predate that contract and do not comply.

This issue is a follow-up doc agent's worklist. Pages are grouped by what they need.

Important

docs/concepts/ is HUMAN-APPROVED ONLY per AGENTS.md §1.8. The follow-up agent must NOT edit any file under docs/concepts/ without explicit human sign-off in this issue. The agent may edit docs/features/* directly. Sections below are split accordingly.

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Source-of-truth references (already verified)

• praisonaiagents/__init__.py re-exports when, parallel, loop, route from praisonaiagents.workflows (see lines 176–180). The friendly form from praisonaiagents import when, parallel, loop, route works today — no SDK change required.
• AGENTS.md §3.1 mandates Mermaid palette: #8B0000, #189AB4, #10B981, #F59E0B, #6366F1, stroke:#7C90A0, color:#fff, applied via classDef (not raw style).
• AGENTS.md §6.1 forbids from praisonaiagents.workflows import ... in user-facing examples.
• AGENTS.md §2 requires every page to lead with: frontmatter → one-sentence intro → hero Mermaid diagram → ## Quick Start with <Steps> containing an agent-centric example.

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A. docs/features/ — agent may fix without human approval

A1. Replace complex imports with the friendly top-level import

The follow-up agent should rewrite every occurrence below to import from praisonaiagents directly (e.g. from praisonaiagents import when, loop, parallel, route, if_, include, Include, MAX_NESTING_DEPTH). If a symbol is not re-exported at the top level, verify against praisonaiagents/__init__.py first and, if missing, flag back in this issue rather than guessing.

File	Line	Current import
docs/features/workflows.mdx	550	from praisonaiagents.workflows import when
docs/features/workflows.mdx	564	from praisonaiagents.workflows import include
docs/features/conditional-branching.mdx	29	from praisonaiagents.workflows import if_
docs/features/conditional-branching.mdx	203	from praisonaiagents.workflows import if_, loop
docs/features/conditional-branching.mdx	334	from praisonaiagents.workflows import If
docs/features/conditional-branching.mdx	346	from praisonaiagents.workflows import MAX_NESTING_DEPTH
docs/features/nested-workflows.mdx	35	from praisonaiagents.workflows import loop
docs/features/nested-workflows.mdx	99	from praisonaiagents.workflows import loop
docs/features/nested-workflows.mdx	186	from praisonaiagents.workflows import loop, parallel
docs/features/nested-workflows.mdx	222	from praisonaiagents.workflows import loop, route
docs/features/nested-workflows.mdx	265	from praisonaiagents.workflows import MAX_NESTING_DEPTH
docs/features/multi-agent-pipelines.mdx	165	from praisonaiagents.workflows.yaml_parser import YAMLWorkflowParser
docs/features/modular-recipes.mdx	106	from praisonaiagents.workflows import Include

Verification step after edit:

grep -rn "from praisonaiagents\.workflows" docs/features/
# should return zero hits (or only hits the agent has explicitly justified)

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B. docs/concepts/ — HUMAN APPROVAL REQUIRED before any edit

Listed here so the human reviewer can approve specific files. The follow-up agent must not touch these without an explicit "✅ approved" comment in this issue naming the file.

B1. Hero Mermaid diagram uses raw style / wrong palette (needs classDef + standard colors)

• docs/concepts/claw.mdx (277 lines)
• docs/concepts/conditions.mdx (367 lines) — currently uses #4A90A4 via style …
• docs/concepts/context.mdx (684 lines)
• docs/concepts/context-vs-knowledge.mdx (334 lines)
• docs/concepts/context-vs-memory.mdx (336 lines)
• docs/concepts/guardrails.mdx (587 lines)
• docs/concepts/knowledge.mdx (279 lines)
• docs/concepts/memory.mdx (876 lines) — uses style STM fill:#8B0000, #2E8B57, etc.
• docs/concepts/migration-v1.mdx (230 lines)

Required fix per file: convert style NodeId fill:… lines to classDef name fill:#…,stroke:#7C90A0,color:#fff + class NodeId name, and map every color to the approved palette in AGENTS.md §3.1. Also confirm color:#fff is present on every fill class.

B2. Missing agent-centric ## Quick Start + <Steps> block at the top

Per AGENTS.md §1.1 rule 9, every page must open with an agent-centric code example. These pages do not contain <Steps>:

• docs/concepts/bot-os.mdx
• docs/concepts/conditions.mdx
• docs/concepts/context.mdx
• docs/concepts/evaluation.mdx
• docs/concepts/guardrails.mdx
• docs/concepts/hooks-vs-callbacks.mdx
• docs/concepts/knowledge-memory-context-rag.mdx
• docs/concepts/learn-vs-train.mdx
• docs/concepts/memory-vs-learning.mdx
• docs/concepts/storage-paths.mdx
• docs/concepts/tasks.mdx

For each, add a ## Quick Start immediately after the hero diagram with at least two <Step> blocks: (1) a minimal Agent(...) example showing the feature enabled with True, (2) a configured-class variant if applicable. Imports must use from praisonaiagents import Agent[, FeatureConfig].

B3. Complex import inside a concept page

• docs/concepts/agentflow.mdx — uses from praisonaiagents.workflows import …. Rewrite to the friendly import once human approval is given.

B4. Page structure not matching AGENTS.md §2 template

Several of the pages above (e.g. conditions.mdx, memory.mdx, context.mdx) start with # Heading after the frontmatter, leading with architecture/comparison rather than an agent example. Per AGENTS.md, the canonical order is:

1. Frontmatter (title, sidebarTitle, description, icon)
2. One-sentence intro
3. Hero Mermaid (with classDef)
4. ## Quick Start (<Steps> — agent-centric)
5. ## How It Works
6. ## Configuration Options (link to auto-generated SDK ref, do not duplicate)
7. ## Common Patterns
8. ## Best Practices (<AccordionGroup>)
9. ## Related (<CardGroup cols={2}>)

Reordering should happen as part of the §B1/B2 edits per file.

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C. Cross-cutting checks the follow-up agent must run

Run from the repo root after every batch of edits and paste results into the PR description:

# 1. No complex workflow imports remain in features/
grep -rn "from praisonaiagents\.workflows" docs/features/

# 2. Every concept page has a hero Mermaid + classDef
for f in docs/concepts/*.mdx; do
  if ! grep -q "classDef" "$f"; then echo "MISSING classDef: $f"; fi
done

# 3. docs.json still parses as valid JSON
python3 -c "import json; json.load(open('docs.json'))" && echo "docs.json OK"

# 4. No files were created/modified under docs/concepts/ without an approval checkbox above
git diff --name-only main...HEAD -- docs/concepts/

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D. Deliverables

1. Branch: create a feature branch (do not push to main).
2. PR: draft PR on the new branch using mcp__github__create_pull_request with draft: true. Title prefix docs:.
3. Scope: at minimum the Section A items (no human approval needed). Section B items only if approved on this issue.
4. PR body: list each touched file, before/after for one representative diagram and one representative import, and the four verification command outputs from Section C.
5. No edits to: AGENTS.md, docs.json "Concepts" group entries, anything under docs/js/ or docs/rust/ (auto-generated per AGENTS.md §1.7).

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E. Out of scope for this issue (file separately if needed)

• New pages in docs/features/ for currently undocumented SDK modules — handled by the parity tracker workflow.
• Edits to the Python/TS/Rust SDK source code.
• Rewriting docs/concepts/agents.mdx or docs/concepts/orchestration.mdx — they already comply with the contract; leave them alone.

cc @MervinPraison — please tick the Section B checkboxes you want the follow-up agent to act on.

[MervinPraison]

🤖 Auto-triaging with Claude. Analyzing issue and implementing a fix...

Claude will:

1. Classify this issue
2. Search codebase for root cause
3. Implement a minimal fix following AGENTS.md
4. Create a PR with the changes

[MervinPraison]

Claude encountered an error —— View job

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I'll analyze this and get back to you.

[MervinPraison]

Section A complete (via PR #798 — merged)

Replaced all from praisonaiagents.workflows import … occurrences in docs/features/ with friendly top-level imports:

• docs/features/workflows.mdx — when, include
• docs/features/conditional-branching.mdx — if_, loop, If, MAX_NESTING_DEPTH
• docs/features/nested-workflows.mdx — loop, parallel, route, MAX_NESTING_DEPTH
• docs/features/multi-agent-pipelines.mdx — YAMLWorkflowParser
• docs/features/modular-recipes.mdx — Include

Verification: grep -rn "from praisonaiagents\.workflows" docs/features/ → zero hits. No files under docs/concepts/ were modified.

Overlap with #579 B.1: the same import refactors satisfy the B.1 row for these five files.

SDK follow-up (not blocking docs)

Verified against bundled praisonaiagents/__init__.py: when, loop, parallel, route, If resolve via _LAZY_IMPORTS. These symbols still need top-level re-export in the SDK for copy-paste examples to run:

• if_, include, Include, MAX_NESTING_DEPTH, YAMLWorkflowParser

(Friendly imports are already used elsewhere, e.g. yaml-workflows.mdx, workflows.mdx L504.)

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Section B (docs/concepts/) remains open — awaiting human ✅ approval on the checkboxes before any concept-page edits. Leaving #648 open.

[MervinPraison]

Reopening: PR #798 completed Section A only. Section B (docs/concepts/) still requires human approval — see checklist in issue body.

[MervinPraison]

Workflow run 2026-06-23 — Section A verified complete

Section A (docs/features/) — confirmed on main after PRs #802, #805, #806:

grep -rn "from praisonaiagents\.workflows" docs/features/
# zero hits

grep -rn "from praisonaiagents\.memory" docs/features/
# zero hits

python3 -c "import json; json.load(open(\"docs.json\"))" && echo "docs.json OK"
# docs.json OK

Section A1 import migration is complete (originally #798; extended by #802 for knowledge/skills/memory pages).

Section B (docs/concepts/) — not actioned. No human ✅ approved comment naming specific files. Per AGENTS.md §1.8 and issue instructions, leaving Section B checkboxes untouched until @MervinPraison approves files in this thread.

Resume point: tick Section B checkboxes and comment ✅ approved <filename> for each file you want edited; the next workflow run will branch claude/issue-648-fix and implement approved items only.

[MervinPraison]

B.1 / SDK alignment verified (post–SDK PR #2165 merge, main pulled 2026-06-23).

Checked the seven B.1 target files from #579 (planning-mode, knowledge, advanced-memory, skills, skill-manage, skill-capability-gates, hermes-openclaw-skills-import): no from praisonaiagents.<subpackage> imports remain (all use from praisonaiagents import …).

Section A / workflow helpers: grep -rn \"from praisonaiagents\\.workflows\" docs/features/ → zero hits.

No docs code change needed for B.1 on this pass.