distill
Skill9 starsChanged 3 months agoMITView on GitHub
Distill topic conclusions into long-term knowledge. Use after `board close` to elevate findings.
75 other projects use a version of this.
Adopted by
Most recently taken up by
- venhdev/skillstheir own version, first seen Nov 8, 2026
- kylehughes/distillation-for-agentstheir own version, first seen Nov 8, 2026
- komluk/scaffoldingtheir own version, first seen Nov 7, 2026
- Integralist/agent-skillstheir own version, first seen Nov 6, 2026
- theexperiencecompany/gaiatheir own version, first seen Nov 3, 2026
- JHostalek/dotclaudetheir own version, first seen Nov 1, 2026
Used with
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Other versions75 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 75
- talesofai/cohub★ 585same name
- juxt/allium★ 506same name
- educlopez/ui-craft★ 441same name
- Michaelliv/napkin★ 428same name
- nexmoe/DayBee★ 424same name
- nexmoe/eve★ 424same name
- Southclaws/storyden★ 348same name
- 10xChengTu/Mux0★ 337same name
- theexperiencecompany/gaia★ 325same name
- AkaraChen/aghub★ 271same name
65 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
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The file
We split this skill into the rules it gives an agent
11 rules. 0 are common, 7 are distinctive, and 4 are very specific to this project.
0
Common
Most of the 71 edited versions we read keep these.
7
Distinctive
This author's own choices. Worth a look.
4
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 7
After a topic is closed (board close <topic>), use this skill to systematically evaluate each finding and decide whether to preserve it in …
- Very specific: line 12
Read the topic's summary.md and decisions.md from .pi-board/topics/archive/<topic>.summary.md and …
- Distinctive: line 18
Read the archive files:
- Distinctive: line 42
Follow existing structure if the domain already has entries
- Distinctive: line 43
Create new subdirectories as needed (only INSIDE the root)
- Distinctive: line 51
Check for conflicts: If the new finding contradicts an existing entry in the SAME root:
- Distinctive: line 52
DO NOT modify or overwrite the existing entry
- Very specific: line 53
Instead, mark it as CONFLICT (the board tool's distill-conflict action — it only appends a CONFLICT block, never rewrites):
- Very specific: line 65
溯源 (Traceability) is mandatory: Every entry MUST include 来源: topic-<id>#seq-<N> linking back to the original evidence.
- Distinctive: line 69
NEVER silently overwrite: When new knowledge contradicts existing entries, ALWAYS mark the conflict explicitly.
- Distinctive: line 73
Preserve original wording: Don't over-summarize. The entry should be detailed enough to be useful without re-reading the original topic.
“Common” is measured: kept by at least 6 in 10 of the 71 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Distill: Elevate Topic Conclusions to Knowledge
After a topic is closed (board close <topic>), use this skill to systematically evaluate each finding and decide whether to preserve it in the long-term knowledge base.
Prerequisites
- The topic MUST be closed (check with
board list— status should be "closed") - Read the topic's
summary.mdanddecisions.mdfrom.pi-board/topics/archive/<topic>.summary.mdand.pi-board/topics/archive/<topic>.decisions.md
Process
Step 1: Review Closed Topic
Read the archive files:
read .pi-board/topics/archive/<topic>.summary.md
read .pi-board/topics/archive/<topic>.decisions.mdStep 2: Identify Candidates
For each finding/decision in the topic, evaluate:
- Is this reusable knowledge? (Would it help in a future similar situation?)
- Is it specific enough to be actionable? (Vague observations don't qualify)
- Does it have supporting evidence? (Which seq numbers support it?)
Step 3: For Each Candidate — Distill or Discard
For each candidate that passes Step 2:
- Choose the tier (ADR-0014 — fixed placement):
scope=project(default) →<project-root>/knowledge/at the pi session root. Use for the active subproject only.scope=workspace→<workspace-root>/knowledge/at the nearest Git root. Use only when at least two related subprojects share the conclusion.scope=global→~/.pi-harness/knowledge/. Use across unrelated workspaces.- Context loads the active project + workspace + global with root deduplication; sibling projects stay out.
- Choose a path within the chosen root:
{domain}/{subdomain}/{filename}.md- Follow existing structure if the domain already has entries
- Create new subdirectories as needed (only INSIDE the root)
- Write the entry with mandatory source link (the
boardtool'sdistillaction):
Entries without aboard action=distill path=<entry-path> content="<full entry markdown>" source="topic-<id>#seq-<N>,seq-<M>" description="<one-line for index>" scope=project|workspace|globalsourceare rejected by the runtime. - Check for conflicts: If the new finding contradicts an existing entry in the SAME root:
- DO NOT modify or overwrite the existing entry
- Instead, mark it as CONFLICT (the
boardtool'sdistill-conflictaction — it only appends a CONFLICT block, never rewrites):
board action=distill-conflict path=<existing-path> source="topic-<id>#seq-<N>" description="<what contradicts>" scope=project|workspace|global- Then add the new finding as a separate entry (
action=distillwith a different path)
Step 4: Update Index
The distill action automatically updates index.md in the chosen root. Verify the index after completion.
Rules (MUST)
- 溯源 (Traceability) is mandatory: Every entry MUST include
来源: topic-<id>#seq-<N>linking back to the original evidence. Entries without source links are REJECTED. - Fixed placement (ADR-0014): Subproject knowledge uses
project, related-repo knowledge usesworkspace, unrelated cross-repo knowledge usesglobal; handoffs stay at<project-root>/handoff/. - NEVER silently overwrite: When new knowledge contradicts existing entries, ALWAYS mark the conflict explicitly. Use the CONFLICT workflow above.
- Quality over quantity: It's better to distill 2 high-quality entries than 10 vague ones. Discard anything that doesn't meet the "reusable + specific + evidenced" bar.
- Preserve original wording: Don't over-summarize. The entry should be detailed enough to be useful without re-reading the original topic.
- Retiring, not deleting (ADR-0026): When an entry is superseded, mark its index row with a leading tag —
[SUPERSEDED],[ARCHIVED], or[DEPRECATED]— e.g.[SUPERSEDED] qnr/foo/bar.md | .... Retired rows fold out of the injected catalog into a demoted "retired" section (still cite-able as history) instead of sitting beside current knowledge. Never delete the row or the file; re-distilling the same path reactivates it (drops the tag). Dead links (missing files) are auto-excluded from injection and reported as health issues — repair the path or remove the row deliberately.
Example
Topic ghidra-crash-investigation closed with findings:
- seq #3: "Ghidra < 10.1 misaligns XOR patterns in ARM Thumb mode"
- seq #7: "Workaround: force 32-bit disassembly first, then re-analyze"
- seq #12 (human critical): "Focus on ARM, ignore x86 for now"
Distill decision:
- ✅ Distill seq #3 + #7 →
reverse-engineering/ghidra/arm-thumb-xor-misalignment.mdwith scope=global (cross-project tool limitation) - ❌ Discard seq #12 (project-specific direction, not reusable knowledge)
Result in knowledge:
# Ghidra ARM Thumb XOR Pattern Misalignment
Ghidra versions < 10.1 misalign XOR patterns when disassembling ARM Thumb mode binaries.
## Workaround
Force 32-bit disassembly analysis first, then re-analyze in Thumb mode. This forces Ghidra to establish correct alignment boundaries before Thumb interpretation.
---
来源: topic-ghidra-crash-investigation#seq-3,seq-7Does it work?
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