recall
Skill73 starsChanged 3 months agoMITView on GitHub
Sweep everything the project already holds before answering — at the first message of a session, and again whenever the subject shifts to something the current thread was not about. Use before replying, not only before researching.
142 other projects use a version of this.
Adopted by
Most recently taken up by
- Yeachan-Heo/oh-my-claude-sisyphustheir own version, first seen Nov 8, 2026
- jskswamy/skillstheir own version, first seen Nov 8, 2026
- hydra-db/hydradb-claude-codetheir own version, first seen Nov 8, 2026
- caidanw/skillstheir own version, first seen Nov 8, 2026
- Yeachan-Heo/oh-my-claudecodetheir own version, first seen Nov 8, 2026
- paramcodes/skillstheir own version, first seen Nov 8, 2026
Used with
Projects with it also use addskill, apply-firmware and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
ryanportfolioSkilladdskill
Create, import, update, or install repo or personal skills: runtime ownership, resources, discovery checks.
Also in 6 projects that use this
ryanportfolioSkillapply-firmware
Bring current folder (plain folder, existing repo, old or partial firmware copy) up to full Harness Firmware in place. Mirror external repo → adopt-repo.
Also in 6 projects that use this
- +10 more from ryanportfolio
Other versions142 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 142
- Yeachan-Heo/oh-my-claude-sisyphus★ 41ksame name
- Yeachan-Heo/oh-my-claudecode★ 41ksame name
- parcadei/Continuous-Claude★ 3.9ksame name
- parcadei/Continuous-Claude-v2★ 3.9ksame name
- parcadei/Continuous-Claude-v3★ 3.9ksame name
- backnotprop/pstack★ 3.8ksame name
- indranilbanerjee/digital-marketing-pro★ 934same name
- ArtemXTech/personal-os-skills★ 545same name
- entireio/skills★ 239same name
- termdock/termdock-issues★ 160same name
132 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.
In this repository15 other files it gives its agents.
- brain-initSkill
- checkpointSkill
- decision-ledgerSkill
- doctorSkill
- goalSkill
- knowledge-baseSkill
- pinSkill
- proof-standardSkill
- rehearsalSkill
- reportSkill
- researcherSkill
- scheduleSkill
- setupSkill
- skill-forgeSkill
- verify-gateSkill
The file
We split this skill into the rules it gives an agent
2 rules. 0 are common, 2 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 129 edited versions we read keep these.
2
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 16
The first substantive reply of a session: Not the greeting — the first answer that carries work.
- Distinctive: line 37
Open widely, not carefully: Read the candidates together rather than one at a time, and delegate a broad pass when the surface is large.
“Common” is measured: kept by at least 6 in 10 of the 129 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
Recall
The failure this prevents is not missing knowledge. It is knowledge that was written down, indexed, and then not opened.
That failure has a shape: the answer existed in the project's own files, the assistant answered from general habit instead, and nobody noticed until the user said "isn't that already written down somewhere?" — because it was. Delivery hooks do not close this. A hook fires on keywords in the message; it cannot know that a settled note three folders away decides the question.
When it runs
Two moments, no exceptions:
- The first substantive reply of a session. Not the greeting — the first answer that carries work.
- A subject shift. The thread moves to something it was not about: a different deliverable, a different field, a different kind of question. If you are unsure whether the subject shifted, it shifted.
Inside one continuing subject, later replies do not repeat the sweep. It has already run.
What to sweep — five places, all of them
memory/00-INDEX.md— the map of what exists at all. Read this first; it names the layers the rest of the sweep will visit.memory/knowledge/— findings that passed the gate.DECISIONS.md— what was settled, and what superseded what.- The rule catalog (
.claude/ballast.rules.json, plus the user-level one) — standing corrections that apply whether or not a keyword matched this message. skills/andmemory/goal/— procedures already forged, and the skeleton of any goal in flight.
Scan at the index level — titles, headings, entry names. Then open what looks relevant and actually read it before answering.
Do not stop at the first hit
A sweep that ends when something turns up is the same failure wearing a better hat.
- Finding one does not end the sweep. Visit all five places even after an answer appears in the second.
- The layers hold different things. A rule is not a verified fact; a verified fact is not a settled decision; a settled decision is not a forged procedure. One layer answering the question does not mean the others have nothing to add — often they qualify or contradict it.
- Open widely, not carefully. Read the candidates together rather than one at a time, and delegate a broad pass when the surface is large. Opening fewer files is not economy; it is the omission this skill exists to prevent.
Leave the sweep visible
Say in one line what you swept and what you opened — including when nothing matched. A sweep nobody can see is indistinguishable from a sweep that never ran, and the next session will redo the same reading.
Swept index, knowledge/, DECISIONS, rules, skills — opened
knowledge/pricing-copy.mdand decision D-014; nothing in skills or goal touches this.
How this differs from the other lookups
- goal's mobilize phase splits a stated goal top-down and asks what each branch needs. It starts from the task and reasons down.
- knowledge-base's lookup runs before researching a topic.
- recall runs before answering at all, and it reasons the other way: from what is held, upward. Top-down mobilization only summons what the task is already known to need — it cannot summon what you did not know was there. That gap is where this skill lives, and it is why a project can have both and still be caught by "that was already written down."
Part of ballast — foundations first, every solved path kept, done means checks pass.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

