- name:
- pdf
- description:
- Use when tasks involve reading, creating, or reviewing PDF files where rendering and layout matter; prefer visual checks by rendering pages (Poppler) and use Python tools such as `reportlab`, `pdfplumber`, and `pypdf` for generation and extraction.
PDF Skill
Multi-agent collaboration
- Default to using subagents when they are likely to improve speed, quality, confidence, or keep the main context clean.
- Use subagents to widen coverage, dig deeper on one thread, get a fresh second opinion, or keep the main thread clean while side work runs.
- Split work into clear packets with owners, inputs, acceptance checks, and a synthesis step when parallelizing.
- Keep the main agent focused on synthesis, unblockers, and the next critical-path step; let subagents handle bounded side work that can run in parallel.
- Use single-agent execution only when scope is small or coordination overhead outweighs gains.
Proactive autonomy and knowledge compounding
- Be proactive: immediately take the next highest-value in-scope action when it is clear.
- Default to autonomous execution: do not pause for confirmation between normal in-scope steps.
- Request user input only when absolutely necessary: ambiguous requirements, material risk tradeoffs, missing required data/access, or destructive/irreversible actions outside policy.
- If blocked by command/tool/env failures, attempt high-confidence fallbacks autonomously before escalating (for example
pdftoppm -> alternate render path, python -> python3, uv -> python3 -m pip).
- When the workflow uses
plan/, ensure required plan directories exist before reading/writing them (create when edits are allowed; otherwise use an in-memory fallback and call it out).
- Treat transient external failures (network/SSH/remote APIs/timeouts) as retryable by default: run bounded retries with backoff and capture failure evidence before concluding blocked.
- On repeated invocations for the same objective, resume from prior findings/artifacts and prioritize net-new progress over rerunning identical work unless verification requires reruns.
- Drive work to complete outcomes with verification, not partial handoffs.
- Treat iterative execution as the default for non-trivial work; run adaptive loop passes. Example loops (adapt as needed, not rigid): pdf-review
inspect -> render -> compare -> fix -> re-render; pdf-generation draft -> render -> inspect -> adjust -> re-render; docs audit -> update -> verify -> re-audit.
- Keep looping until actual completion criteria are met: no actionable in-scope next step remains, verification is green, and confidence is high.
- Run
organise-docs frequently during execution to capture durable decisions and learnings, not only at the end.
- Create small checkpoint commits frequently with
git-commit when changes are commit-eligible, checks are green, and repo policy permits commits.
- Never squash commits; always use merge commits when integrating branches.
- Prefer simplification over added complexity: aggressively remove bloat, redundancy, and over-engineering while preserving correctness.
- When you touch code, leave the touched area in a better state than you found it: clearer, simpler, tidier, and at least as performant unless the task requires an explicit trade-off.
- Use simple, plain English in user messages, docs, notes, reports, code comments, and other explanatory writing. Avoid jargon, fancy wording, and complex phrasing. When a technical term is needed for correctness, explain it in simple words the first time. Default to short user-facing responses. Think about what the user most wants to know, and lead with that. Do not dump every detail by default. Always include important changes, blockers, verification gaps, and any important assumptions, nuances, principles, or decisions that shaped the work. Add more detail only when the user asks for it or when uncertainty or risk makes it necessary.
- Compound knowledge continuously: keep
docs/ accurate and up to date, and promote durable learnings and decisions from work into docs.
Long-task checkpoint cadence
- For any non-trivial task (including long efforts), run recurring checkpoint cycles instead of waiting for a single end-of-task wrap-up.
- At each meaningful milestone with commit-eligible changes, and at least once per major phase, invoke
git-commit to create a small logical checkpoint commit once relevant checks are green and repo policy permits commits.
- At the same cadence, invoke
organise-docs whenever durable learnings/decisions appear, and prune stale plan/ scratch artifacts.
- If either checkpoint is blocked (for example failing checks or low-confidence documentation), resolve or record the blocker immediately and retry before expanding scope.
Terminal state contract (must follow)
The skill is complete only when all of the following are true:
- Objective completion: the user-requested PDF outcome is achieved, or explicitly marked
blocked with concrete blocker evidence.
- Workflow completion: every required workflow step is resolved as
done, blocked, or not-applicable, with brief evidence or rationale.
- Step-level terminal completion: each numbered subtask must have explicit completion evidence (artifact, command output, or written rationale) before advancing.
- Verification completion: required checks/validations for this skill are executed, or any unavailable checks are explicitly called out with impact.
- Findings completion (where applicable): report only evidence-backed findings; if no high-confidence critical findings are present, explicitly state that.
- Loop completion: no actionable in-scope next step remains under the current objective.
Stop only after this terminal contract is satisfied; otherwise continue iterating.
Terminal state examples (adapt to skill)
done: requested PDF content or review is delivered and the latest render/inspection checks pass.
blocked: progress cannot continue after bounded retries because a required dependency, source file, or permission is missing; blocker evidence and exact unblock action are reported.
not-applicable: an optional PDF-generation or extraction branch is explicitly skipped with reason.
Overview
Use this skill when PDF layout, rendering, or page fidelity matters. Prefer visual inspection from rendered pages, then use extraction/generation libraries for the narrow jobs they handle well.
When to use
- Read or review PDF content where layout and visuals matter.
- Create PDFs programmatically with reliable formatting.
- Validate final rendering before delivery.
Workflow
- Prefer visual review: render PDF pages to PNGs and inspect them.
- Use
pdftoppm if available.
- If unavailable, install Poppler or ask the user to review the output locally.
- Use
reportlab to generate PDFs when creating new documents.
- Use
pdfplumber (or pypdf) for text extraction and quick checks; do not rely on it for layout fidelity.
- After each meaningful update, re-render pages and verify alignment, spacing, and legibility.
Temp and output conventions
- Use
tmp/pdfs/ for intermediate files; delete when done.
- Write final artifacts under
output/pdf/ when working in this repo.
- Keep filenames stable and descriptive.
Dependencies (install if missing)
Prefer uv for dependency management.
Python packages:
uv pip install reportlab pdfplumber pypdf
If uv is unavailable:
python3 -m pip install reportlab pdfplumber pypdf
System tools (for rendering):
# macOS (Homebrew)
brew install poppler
# Ubuntu/Debian
sudo apt-get install -y poppler-utils
If installation isn't possible in this environment, tell the user which dependency is missing and how to install it locally.
Environment
No required environment variables.
Rendering command
pdftoppm -png $INPUT_PDF $OUTPUT_PREFIX
Quality expectations
- Maintain polished visual design: consistent typography, spacing, margins, and section hierarchy.
- Avoid rendering issues: clipped text, overlapping elements, broken tables, black squares, or unreadable glyphs.
- Charts, tables, and images must be sharp, aligned, and clearly labeled.
- Use ASCII hyphens only. Avoid U+2011 (non-breaking hyphen) and other Unicode dashes.
- Citations and references must be human-readable; never leave tool tokens or placeholder strings.
Final checks
- Do not deliver until the latest PNG inspection shows zero visual or formatting defects.
- Confirm headers/footers, page numbering, and section transitions look polished.
- Keep intermediate files organized or remove them after final approval.